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S Corp vs. LLC: What’s the Difference—and Which Fits Your Books?

· 10 min read
Mike Thrift
Mike Thrift
Marketing Manager

Choosing a business structure is one of the first real “finance” decisions you’ll make. For most small teams and solo founders who want liability protection and pass-through taxation, the short list is usually an LLC or an S corporation.

This guide explains how they differ—legally, operationally, and on your tax return—and shows how to keep clean, audit-proof records for either structure in Beancount.io (plain-text, double-entry accounting that scales from freelancer to S corp).

2025-08-11-s-corp-vs-llc


At a Glance

S CorpLLC
What it isA tax status you elect with the IRS for a corporation or LLCA state-created legal entity with flexible governance
Liability shieldYesYes
OwnersUp to 100 U.S. shareholders; no entity ownersUnlimited members; entities and non-U.S. owners allowed (varies by state)
OperationsCorporate bylaws, directors/officers, meetings and minutesGoverned by operating agreement; fewer formalities
Classes of equityOne class of stock (economic rights must be identical)Flexible membership units and waterfalls
TaxationPass-through; files Form 1120-SDefault pass-through (Schedule C or Form 1065); can elect S or C taxation
Owner payOwners who work must take reasonable salary via payrollMembers take distributions; no payroll required for owners by default
Lifespan & transferPerpetual; shares generally transferableOften needs member consent to transfer; rules set in operating agreement
Fits best whenProfitable, owner-operators on payroll; cleaner investor signalingFlexible ownership, profit splits, or non-U.S./entity members; simpler operations

How They Actually Differ

While both LLCs and S corps offer a crucial liability shield, their legal and financial mechanics are fundamentally different. Here’s a deeper look at what sets them apart.

Formation and Formalities

A Limited Liability Company (LLC) is a legal entity created by state law. The process involves filing "articles of organization" with your state and adopting an "operating agreement," which is a flexible internal document that outlines how the business will be run and how profits will be split.

An S corporation, on the other hand, is not a legal entity itself but a tax election made with the IRS by filing Form 2553. This election can be applied to either a standard C corporation or an LLC. Once you elect S corp status, you must adhere to stricter corporate formalities, including drafting bylaws, appointing a board of directors and officers, holding annual meetings, and keeping detailed records of those meetings (known as "minutes").

Ownership & Investors

Ownership flexibility is a hallmark of the LLC. You can have an unlimited number of owners (called "members"), including individuals, other corporations, and foreign citizens. The operating agreement allows for custom profit splits ("waterfalls") and different classes of membership, which is ideal for complex partnerships.

The S corp is far more restrictive. It can have no more than 100 owners (called "shareholders"), all of whom must be U.S. citizens or residents. Other entities (like corporations or partnerships) cannot be shareholders. Furthermore, S corps can only have one class of stock, meaning all shareholders have identical economic rights (profits and distributions must be allocated proportionally to ownership). This simplicity can make the cap table cleaner but severely limits who can invest.

Taxes & Filings

By default, an LLC is a pass-through entity.

  • A single-member LLC is a "disregarded entity," meaning its income and expenses are reported on a Schedule C filed with the owner’s personal Form 1040.
  • A multi-member LLC files a partnership tax return, Form 1065, and issues a Schedule K-1 to each member detailing their share of the profit or loss.

An S corp is also a pass-through entity, but it files its own business tax return, Form 1120-S, and also issues K-1s to its shareholders. The key difference is that any owner who works for the company must be treated as an employee and paid a reasonable salary through a formal payroll system.

How Owners Get Paid

This is one of the most significant distinctions. LLC members are not employees. They get paid by taking distributions (or "draws") of the company's profits. Members are responsible for paying their own income and self-employment taxes (Social Security and Medicare) on their entire share of the net profits, regardless of how much cash they actually took out.

S corp owner-employees face a two-part system.

  1. Reasonable Salary: They must be paid a reasonable wage for the work they perform, which is subject to standard payroll taxes (FICA). The company pays the employer portion, and the employee pays their portion.
  2. Distributions: Any remaining profits can be paid out as distributions, which are not subject to self-employment or FICA taxes. This potential tax saving is the primary reason businesses elect S corp status. The IRS requires the salary to be "reasonable," so you can't pay yourself $1 and take the rest in distributions; you must document how you determined the salary amount.

Transferability & Lifespan

S corp stock functions like typical corporate shares. It is generally freely transferable (unless restricted by a shareholder agreement), and the corporation has a perpetual existence, meaning it continues even if a shareholder leaves or passes away.

Transferring ownership in an LLC is often more complex. The operating agreement dictates the rules, and it typically requires the consent of the other members to sell or transfer ownership units. This protects members from being forced into business with strangers but can make exiting the business more cumbersome.


Should You Elect S Corp Status for Your LLC?

A very common path for successful small businesses is to start as an LLC and elect S corp taxation later. This "LLC now, S corp when profitable" strategy allows you to enjoy the simplicity of an LLC in the early stages and switch for tax optimization once your income grows.

Founders typically make the switch when:

  • Profits are steady and significant. The amount paid in self-employment tax as an LLC member becomes greater than the FICA taxes on a reasonable salary plus the compliance costs of an S corp.
  • They desire more structure. The formal requirements of an S corp can enforce better financial discipline and send a more "serious" signal to lenders or future investors.

Electing S corp status for your LLC brings concrete changes:

  • You must set up and run payroll for all owner-employees.
  • You must adhere to corporate record-keeping, including holding meetings and documenting them with minutes.
  • Your annual tax preparation becomes more complex, requiring Form 1120-S and K-1s.

When is it better to remain an LLC?

  • You need flexible ownership structures, like special profit allocations or having a corporation or foreign partner as a member.
  • Your profit is volatile or you are still in the early stages. The overhead and cost of running payroll might not be worth it yet.
  • You plan to issue complex equity, like token-based compensation or preferred units, that don't fit the S corp's "one class of stock" rule.

Practical Rule of Thumb: Before you switch, model your next 12 months of expected profit. Calculate your total tax burden (income + self-employment tax) as an LLC. Then, calculate your total tax burden as an S corp (income tax + FICA tax on a reasonable salary). If the savings from the S corp structure are clear, recurring, and outweigh the added compliance costs, the election is worth a serious look. Be sure to document your analysis for determining a "reasonable salary."


How to Keep Either Structure Clean in Beancount.io

No matter which entity you choose, chaotic books can undermine your liability protection and create tax-time nightmares. Beancount.io gives you a plain-text, double-entry ledger with automated imports and tax-ready reports, so your legal structure doesn’t turn into bookkeeping sprawl.

Chart of Accounts Suggestions

A clean chart of accounts is the foundation. Here are our recommendations:

  • For an LLC:
    • Equity:Member-Capital (for initial and subsequent contributions)
    • Equity:Member-Distributions (for owner draws)
    • Standard Income and Expense accounts.
  • For an S corp:
    • Equity:Common-Stock (for capital contributions)
    • Equity:Retained-Earnings (where profits accumulate)
    • Expenses:Payroll:Wages
    • Expenses:Payroll:EmployerTaxes
    • Equity:Shareholder-Distributions (for payments out of profit)

Example Entries

Here’s how common owner payments look in a Beancount.io ledger.

LLC member distribution: This transaction records a $5,000 payment to a member, reducing cash and tracking the draw in a dedicated equity account.

2025-03-15 * "Member distribution"
Assets:Bank:Checking -5,000 USD
Equity:Member-Distributions 5,000 USD

S corp owner salary (from a payroll run): This entry captures the gross wage, the employer's share of payroll taxes, and the total cash leaving the bank. Withholding liabilities would also be tracked here.

2025-03-31 * "Owner payroll"
Expenses:Payroll:Wages 8,000 USD
Expenses:Payroll:EmployerTaxes 612 USD
Assets:Bank:Checking -8,612 USD
Liabilities:Payroll:Withholding 0 USD ; Net pay + withholdings

S corp shareholder distribution: This is a simple transfer from cash to the shareholder distribution equity account, separate from payroll.

2025-04-10 * "Shareholder distribution"
Assets:Bank:Checking -10,000 USD
Equity:Shareholder-Distributions 10,000 USD

Close the Loop at Tax Time

With a clean Beancount.io ledger, tax season is streamlined:

  • Generate your Profit & Loss and Balance Sheet statements directly from your transactions.
  • Export the data your accountant needs for your specific tax form (Schedule C, 1065, or 1120-S).
  • Keep your reasonable salary memos, meeting minutes, and other compliance documents alongside your transactions for a complete, audit-ready financial record.

When Each Choice Shines

Here's the decision in a nutshell.

Choose (or remain) an LLC if you want:

  • Maximum flexibility in ownership, profit splits, or bringing in entity/foreign members.
  • Minimal corporate formalities and no mandatory owner payroll.
  • Simpler compliance while you are finding product-market fit or have inconsistent profits.

Choose (or elect) an S corp if you want:

  • Potential savings on self-employment (FICA) taxes once your profits can justify a formal payroll.
  • A clean, traditional corporate structure with straightforward stock transferability.
  • A governance model that investors and lenders often prefer for established operating companies.

Bottom Line

Both LLCs and S corps protect your personal assets and allow business profits to pass through to the owners for tax purposes. The best fit depends entirely on your ownership structure, your expected profitability, and your appetite for formal governance and payroll.

Whichever you choose, disciplined bookkeeping matters far more than the entity's label. Keep your financial records precise, searchable, and reproducible with Beancount.io.


Build Tax-Ready, Investor-Ready Books with Beancount.io

  • Plain-text, version-controlled double-entry accounting.
  • Clean charts of accounts designed for LLCs and S corps.
  • Automated bank, credit card, and processor imports and reconciliations.
  • Tax-ready exports and seamless accountant collaboration.
  • A system that scales from a solo founder to a multi-entity enterprise.

Start a streamlined ledger for your entity today with Beancount.io.


This guide is for informational purposes and is not legal or tax advice. Consult your attorney or tax advisor for guidance specific to your situation.

S Corp Stock Basis—A Practical Guide for Founders (with Beancount.io examples)

· 8 min read
Mike Thrift
Mike Thrift
Marketing Manager

If you run an S corporation, shareholder basis is the quiet number that decides whether your losses are deductible and whether distributions are tax-free. It changes every year, and it’s your responsibility (as a shareholder) to track it. Here’s the plain-English version—plus how to model basis cleanly in Beancount.io.


2025-08-06-s-corp-stock-basis-a-practical-guide-for-founders

What “Basis” Means (Fast)

Think of your stock basis as your personal investment scorecard in the S corporation. It starts with your initial contribution—what you paid for your shares or the value of property you put into the company. From there, it's a dynamic figure.

Your basis increases when the company makes money (your share of its income, even tax-exempt income) or when you contribute more capital. It decreases when you take tax-free distributions, or when the company has losses, deductions, or nondeductible expenses.

Crucially, your stock basis can never drop below zero. If the company’s losses are greater than your basis, the excess losses become suspended. You can't deduct them now, but you can carry them forward to use in a future year when you have enough basis. You'll use Form 7203, filed with your personal Form 1040, to report your basis calculation and track any suspended losses.

If you've also made a direct loan to your S corp, you might have debt basis, which provides a second layer to absorb losses after your stock basis is wiped out.


S Corp vs. C Corp Basis (TL;DR)

The concept of basis is completely different between S and C corporations.

  • S corp basis is fluid and must be adjusted annually. It directly reflects the company's performance because of its pass-through nature. Profits and losses flow through to you and directly impact your basis.
  • C corp stock basis is generally static. It’s simply what you paid for the stock. It only changes due to specific corporate actions like stock splits or a formal return of capital, not because the company had a profitable or unprofitable year.

How to Compute S Corp Basis (The Correct Order)

Calculating your basis isn't just about adding and subtracting; it’s about doing it in the right sequence. The IRS mandates a specific order of operations. Each year, you’ll take your Schedule K-1 (from the S corp's Form 1120-S) and adjust your basis from the beginning of the year as follows:

  1. Increase for all income items, including both taxable income and tax-exempt income (like municipal bond interest).
  2. Decrease for distributions you received during the year (but not below zero).
  3. Decrease for nondeductible expenses (like certain penalties or entertainment expenses).
  4. Decrease for losses and deductions (like ordinary business loss or charitable contributions).

If the total losses and deductions in Step 4 exceed your remaining basis, you must prorate them. The excess is suspended and carried forward until you restore your basis through future income or capital contributions.

Important Notes:

  • Personally guaranteeing a company loan does not create basis. You only get basis when you actually pay on that guarantee out of your own pocket.
  • Owner wages (your salary from the S corp) do not affect your basis. This is compensation for your labor and is treated as a business expense for the company and W-2 income for you, completely separate from your role as an owner.

Worked Example (Numbers That Reconcile)

Let's walk through an example to see the ordering rules in action.

Facts for a single shareholder for the year:

  • Initial capital contribution: $18,000
  • Ordinary dividends (K-1 Box 5a): $2,000
  • Distributions received (K-1 Box 16D): $7,000
  • Share of nondeductible expenses (K-1 Box 16C): $3,000
  • Share of ordinary business loss (K-1 Box 1): ($9,000)
  • Share of charitable contribution (K-1 Box 12A): $6,000
  • The shareholder has no debt basis.

Here is the step-by-step calculation:

Step 1 — Increase for income Your starting basis of 18,000increasesbythe18,000 increases by the 2,000 of dividend income. 18,000+18,000 + 2,000 = $20,000

Step 2 — Decrease for distributions Next, reduce the basis by the cash distributions you took. 20,00020,000 − 7,000 = $13,000

Step 3 — Decrease for nondeductible expenses Now, subtract the nondeductible expenses. Your basis before applying losses is 10,000.10,000. 13,000 − 3,000=3,000 = **10,000**

Step 4 — Apply losses and deductions Your total losses and deductions are 15,000(15,000 (9,000 ordinary loss + 6,000charitable).Sincethisexceedsyourremainingbasisof6,000 charitable). Since this exceeds your remaining basis of 10,000, you can only deduct a proportional amount.

  • Allowable ordinary loss = (9,000÷9,000 ÷ 15,000) × 10,000=10,000 = **6,000**
  • Allowable charitable contribution = (6,000÷6,000 ÷ 15,000) × 10,000=10,000 = **4,000**

The remaining amounts are suspended and carried forward to next year: a 3,000ordinarylossanda3,000 ordinary loss and a 2,000 charitable contribution.

Your ending stock basis for the year is $0, as it can’t go negative. You'll report the allowed loss and deduction on your tax return and track the suspended amounts for future use.


Tracking S Corp Basis in Beancount.io (Plain-Text Pattern)

Instead of a messy spreadsheet, you can maintain a simple, auditable basis ledger directly in Beancount.io. This can live in your corporate books or a personal mirror file. The key is to use a "memo" equity account to track the running basis calculation.

Suggested Accounts:

  • Equity:Shareholder:Paid-In-Capital
  • Equity:Shareholder:Distributions
  • Equity:Shareholder:Stock-Basis (This is your off-balance-sheet "memo" account that tracks the official running basis for Form 7203.)
  • Income:PassThrough:*
  • Expenses:Nondeductible
  • Expenses:Charitable

Example Entries:

Initial Capital Contribution: This entry records the cash coming into the company and simultaneously sets the initial stock basis in your memo account.

2025-01-10 * "Initial capital"
Assets:Bank:Operating -18,000 USD
Equity:Shareholder:Paid-In-Capital 18,000 USD
Equity:Shareholder:Stock-Basis 18,000 USD

K-1 Ordinary Dividends: Record the pass-through income and the corresponding increase to your basis.

2025-12-31 * "K-1 Box 5a ordinary dividends"
Income:PassThrough:Dividends -2,000 USD
Equity:Shareholder:Stock-Basis 2,000 USD

Distribution to Shareholder: This captures the cash leaving the company and the corresponding reduction in your basis.

2025-07-15 * "Shareholder distribution"
Equity:Shareholder:Distributions 7,000 USD
Assets:Bank:Operating -7,000 USD
Equity:Shareholder:Stock-Basis -7,000 USD

Nondeductible Expenses: Log the expense and the basis reduction.

2025-12-31 * "K-1 Box 16C nondeductible"
Expenses:Nondeductible 3,000 USD
Assets:Bank:Operating -3,000 USD
Equity:Shareholder:Stock-Basis -3,000 USD

Allowable Losses/Deductions: Record only the portion of losses allowed this year, reducing your basis to zero. Use a comment to track suspended items.

2025-12-31 * "K-1 losses allowed this year (Box 1 + Box 12A, limited by basis)"
Income:PassThrough:Ordinary-Loss 6,000 USD
Expenses:Charitable 4,000 USD
Equity:Shareholder:Stock-Basis -10,000 USD
; Suspended to next year: 3,000 ordinary loss, 2,000 charitable

This pattern keeps a transparent running basis in the Equity:Shareholder:Stock-Basis account that ties exactly to your Form 7203. Auditors love it because every change is a dated, traceable transaction.


Common Pitfalls

Avoid these frequent mistakes when managing your S corp basis:

  • Treating guarantees as basis. A loan guarantee is just a promise. It doesn't become basis until you actually use your personal funds to pay down the corporate debt.
  • Taking distributions with insufficient basis. If you take a distribution that exceeds your basis, the excess amount is not tax-free. It's typically taxed as a capital gain.
  • Forgetting to include tax-exempt income. Tax-exempt income (like life insurance proceeds or certain interest) still increases your basis, which can create more room to deduct losses.
  • Mixing up owner wages and distributions. Your salary is an expense to the business and taxable compensation to you. It does not affect basis. Distributions are returns of capital/profit and directly reduce basis.

Bottom Line

Your S corp basis is the throttle on your loss deductions and the shield for your tax-free distributions. It is essential to track it methodically, follow the official ordering rules, and attach a complete Form 7203 to your tax return each year. Whether you started as an S corp or are an LLC taxed as one, clean, disciplined books make basis calculations straightforward and defensible.


Keep Basis (and Everything Else) Tidy with Beancount.io

  • Plain-text, double-entry ledgers that are version-controlled and auditable.
  • K-1-friendly categories and dedicated memo accounts for basis tracking.
  • Automated imports from banks, credit cards, and processors to reduce manual entry.
  • Tax-ready reports that your preparer can use directly.

Start a clean, auditable S-corp workflow with Beancount.io today.

This article is for informational purposes only and is not tax or legal advice. Consult your advisor for guidance specific to your situation.

Digits' AI Accountant: Balancing Brilliant Dashboards with the Need for Human Trust

· 6 min read
Mike Thrift
Mike Thrift
Marketing Manager

The accounting world is buzzing with the promise of AI, and few companies are making bolder claims than Digits. With its recent announcement of an Autonomous General Ledger powered by Accounting Agents, Digits is publicly targeting ~95% automation of bookkeeping workflows. This sets an incredibly high bar, shifting the conversation from "AI-assisted" to "AI-led" finance.

But what do actual users—the founders, bookkeepers, and accountants on the front lines—think?

2025-08-11-digits-ai-accountant-balancing-brilliant-dashboards-with-the-need-for-human-trust

By synthesizing recent reviews and community discussions from platforms like G2, Capterra, Reddit, and Product Hunt, a clear picture emerges. Digits is celebrated for its speed and polish, but its ambitious vision runs headlong into the professional's need for trust, transparency, and control.

The "Wow" Factor: Speed, Polish, and Insight

Across the board, early adopters are impressed with the user experience, especially those who feel bogged down by legacy software. The praise clusters around three key areas:

  • An Executive-Ready Interface: Founders and operators are a key audience, and the feedback from Product Hunt is littered with praise for the "beautiful" and "seamless" UI. The dashboards are designed to give leaders a quick, intuitive grasp of cash flow, burn rate, and runway without needing to be an accounting expert.
  • Superior Reporting and Drill-Downs: A common refrain is the quality of the financial reports. One G2 reviewer contrasted it favorably with QuickBooks, noting they were proud to share Digits' reports with clients. The ability to instantly drill down from a high-level trend to the specific transaction behind it is a frequently cited "wow" moment. As one user on Reddit described it, the financial reporting “looks incredible.”
  • AI That Feels Like a Real Step Forward: For practitioners tired of empty "AI" marketing, Digits is often seen as delivering on the promise. A sentiment echoed on Reddit's accounting forums is that Digits represents one of the "first market-ready examples" of a genuinely useful AI applied to a general ledger. For businesses with straightforward needs, some call it a "game-changer."

The Trust Deficit: Where AI's "Magic" Meets Reality

Despite the praise, a strong current of professional skepticism runs through the feedback. For accountants and experienced bookkeepers, the core tension is simple: AI is not autopilot.

This concern manifests in several ways:

  1. The Need for Oversight and Explainability: As Accounting Today reported, even Digits acknowledges that complex scenarios like advanced accruals still require manual intervention. Accountants on Reddit warn that AI can easily stumble on edge cases. They don't want a "black box"; they want to see why the AI made a decision and have a robust system for reviewing and correcting exceptions. Without this, the risk of silent, compounding errors is too high.
  2. Fragile Foundations: Digits, like many fintech tools, relies on Plaid to connect to bank accounts. While this provides broad coverage, the reality is that these connections can break. As users across finance forums report, bank connections can suddenly fail and require re-authentication. For a system that promises autonomous operation, this external dependency is a significant point of fragility that demands a resilient user experience for "repairing" broken links.
  3. Critical UX Gaps: Small usability friction can create major doubts about a product's maturity. One G2 review mentioned the user initially thought exporting reports wasn't possible because the feature was hard to find. While support clarified how to do it, this discoverability gap is telling. For a professional tool, import/export capabilities are not a "nice-to-have"; they are a core requirement that should be unmistakable.

Actionable Opportunities: Bridging the Gap Between Promise and Practice

The gap between Digits' powerful vision and the user's need for control presents clear opportunities. Turning user feedback into features could transform cautious skepticism into confident adoption.

  1. Build Trust Through Transparency: The 95% automation claim from CPA Practice Advisor must be backed by radical transparency.

    • "Why & Confidence" Scores: Every automated transaction should display why it was categorized (e.g., "matched rule," "similar to past 5 transactions") alongside a confidence score. A one-click "Correct & Learn" button would build both user trust and a smarter model.
    • A True Exception Inbox: Lean into the "inbox" metaphor. Create a dedicated queue for transactions the AI is unsure about, allowing for batch corrections, previews of changes, and clear status indicators ("Needs a receipt," "Needs a policy rule").
  2. Nail the Professional Fundamentals:

    • An Unmistakable Export Center: Elevate "Export" to a primary action on all reports. Create a central "Export Center" where users can manage scheduled reports and download historical data packs, closing the discoverability gap.
    • A "Connection Health" Dashboard: Since Plaid connections can be fragile, provide users with a persistent status widget showing the health of each bank feed, the last sync time, and a proactive workflow to guide them through re-authentication when needed.
  3. Design for Different Jobs-to-be-Done:

    • Role-Based Views: The founder and the accountant need different things. Maintain the fast, visual "Operator Mode" for leaders. Add an "Accountant Mode" that surfaces journal tools, accrual workflows, and detailed audit trails.
    • Seamless Human Handoff: Users on Capterra value being able to reach a real person. When the AI assistant hits its limit, the "Talk to a human" escape hatch should be clearly labeled and pass the entire conversation context to the support agent for a seamless experience.

The Path Forward

Digits has successfully captured the imagination of a market hungry for innovation. It has proven it can build beautiful, insightful software that solves a real pain point for business leaders.

The next, and perhaps harder, challenge is to earn the deep, operational trust of the accounting professionals who are ultimately responsible for the integrity of the books. By embracing transparency, designing for oversight, and nailing the fundamentals of professional workflows, Digits can bridge the gap between a compelling promise and the reliable practice its users demand.

Puzzle.io: What Do Users Really Think? An Honest Review Analysis

· 5 min read
Mike Thrift
Mike Thrift
Marketing Manager

Accounting can feel like a chore, especially for startup founders who would rather be building their product than wrestling with spreadsheets and clunky software. Enter Puzzle.io, an AI-driven accounting platform that promises to make bookkeeping autonomous and even... enjoyable?

It's positioned as a modern alternative to giants like QuickBooks, specifically for startups. But does it live up to the hype? We dove into user feedback from all corners of the internet—G2, Reddit, Twitter, and more—to analyze what real users are saying. Here’s the good, the bad, and the AI.

2025-07-27-puzzle-io-user-feedback-analysis


The Bright Side: Why Founders Are Raving About Puzzle.io

The overall sentiment skews positive, especially among early adopters and non-accountants. Users praise Puzzle for being a "game changer" that simplifies their financial lives.

  • It's Just... Easy to Use: The most common praise is for Puzzle's simplicity and clean user interface. Founders without a finance background love it. One user noted that with Puzzle, “you don’t need one” to manage your startup's finances. Its modern UI is often called “the best UI from any competitor.”

  • "Magic" Time-Saving Automation: Puzzle's core promise is autonomous bookkeeping, and users say it delivers. A bookkeeper on Reddit described it as “magic…a rare gem in a sea of bad software,” explaining that it makes their life easier and keeps clients better informed. The real-time sync with bank accounts eliminates manual data entry, a feature many see as a massive win.

  • Real-Time Insights on Demand: Instead of digging through reports, founders get a clear, consolidated dashboard showing crucial metrics like cash burn, runway, and MRR. One founder said, "before Puzzle... figuring out the current state of our finances... was a headache. Now I can see the financial health of our company quickly!" It provides a single, easy-to-interpret source of truth.

  • A Startup-Friendly Price Tag: Puzzle’s free tier for companies with under $5k in monthly expenses is a huge hit. One user called the offer “way too generous.” This, combined with features tailored to early-stage companies, makes founders feel like the product was built specifically for them.


The Reality Check: The Growing Pains of a New Platform

No product is perfect, especially a new one. While many users are thrilled, others have pointed out some significant pain points and rough edges.

  • Over-reliance on AI (And When It Fails): The biggest concern revolves around the AI. While the automation is a key strength, what happens when it gets something wrong? Some users, especially accountants, are wary of fully trusting an AI with transaction categorization. A Reddit user who tried the platform came away "pretty frustrated" because “if they get something wrong, it’s difficult/impossible to fix.” This lack of an easy manual override is a major point of friction.

  • Feels Like a "Beta" Product: Some feedback suggests Puzzle still feels like an early-stage product that's “being built as they go.” Users have run into missing basic features, like a field to add a memo or notes to a transaction. Others have noted occasional sluggishness or lag in the app.

  • Support and Onboarding Hiccups: A few users reported frustrating experiences with customer support. In one instance, a bookkeeper couldn't get access, and after scheduling an onboarding call, “no-one from Puzzle joined the call.” For a platform handling critical financial data, responsive support is a must.


How Does Puzzle Stack Up Against Competitors?

Users constantly compare Puzzle to the tools they're trying to replace, mainly QuickBooks.

  • vs. QuickBooks: Users flee QuickBooks for Puzzle to escape its complexity, clunky interface, and high cost. Puzzle is seen as far more intuitive and modern. However, QuickBooks remains the industry standard for a reason. Its feature depth is immense, it integrates with everything, and as one commenter noted, your bank and investors are used to it. The choice is often Puzzle for ease of use vs. QuickBooks for comprehensive power and universal acceptance.

  • vs. Other AI Startups (like Digits): Puzzle and Digits are often mentioned together as the new wave of AI accounting. Based on current user feedback, Puzzle seems to have a slight edge in organic, positive reviews from actual users who feel its automation delivers effectively.

  • vs. Hiring an Accountant: For some, the real competitor is simply paying a human. An accountant offers peace of mind and can handle complex situations. However, this comes at a high cost. Many users find a happy middle ground: using Puzzle for daily bookkeeping to save thousands and bringing in a CPA for year-end taxes and audits.


The Final Verdict: Should You Use Puzzle.io?

Based on a year's worth of user feedback, Puzzle.io is a resounding success with its target audience: startup founders and small businesses who prioritize simplicity and automation. It effectively solves the pain of traditional bookkeeping and provides invaluable real-time financial clarity.

However, it's a young platform with clear growing pains. The inflexibility in correcting AI errors and some missing basic features can be frustrating, especially for professional accountants or more complex businesses.

So, here's the bottom line:

  • If you're an early-stage founder who wants to get a clear handle on your finances without an accounting degree, Puzzle.io is a fantastic choice. It's a "rare gem" that could save you a ton of time and money.
  • If you're a larger company or have complex accounting needs, you might find Puzzle's current feature set limiting. It may be best to wait for it to mature or use it in tandem with a professional bookkeeper.

Users see the potential in Puzzle. They just want to see the gem fully polished. If Puzzle can address its current weaknesses without sacrificing the simplicity that users love, it’s well on its way to becoming a true leader in modern accounting.

Beyond Pass-Through: The Complete S-Corp Tax Guide for Beancount Users (2025)

· 7 min read
Mike Thrift
Mike Thrift
Marketing Manager

You formed an S-corp to keep your business lean and tax-efficient. But while the "pass-through" concept sounds simple, the reality involves payroll taxes, potential entity-level charges, and crucial state-by-state differences.

Here’s how the taxes actually work for an S-corp in 2025—and how to keep a clean, audit-proof record in Beancount.

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What Gets Taxed (and Where)

The core of the S-corp structure is how it handles profit. It's a three-part system: pass-through income, entity-level taxes, and payroll taxes.

  • Pass-Through at the Federal Level: An S-corp generally pays no federal income tax on its ordinary business profit. Instead, that profit (along with other tax items like credits and deductions) flows through to the shareholders via a Schedule K-1. Shareholders report this income on their personal tax returns, whether or not they actually took the cash out of the business. Crucially, this K-1 profit is not subject to self-employment tax.
  • But... Entity-Level Taxes Can Apply: The "no corporate tax" rule isn't absolute. In specific cases, an S-corp may owe tax directly. The most common triggers are the built-in gains (BIG) tax (for recent C-corp conversions) and the excess net passive income tax.
  • Payroll Taxes Are Real: This is the most important rule for shareholder-employees. If you work in your business, you must be paid reasonable compensation as W-2 wages before you take any tax-favored distributions. These wages are subject to FICA (Social Security & Medicare) and income tax withholding, just like any other employee's pay.

Payroll, at a Glance (2025) payroll

For any shareholder-employee, you'll be running payroll and filing standard payroll tax forms, including quarterly Form 941 (for income tax withholding and FICA) and annual Form 940 (for federal unemployment tax, or FUTA).

The key 2025 rates are:

  • Social Security (OASDI): The wage base is $176,100. The tax rate is 6.2% for the employee and 6.2% for the employer on wages up to this cap.
  • Medicare: There is no wage cap. The rate is 1.45% for the employee and 1.45% for the employer on all wages.
  • Additional Medicare Tax: A 0.9% tax is withheld from an employee's wages that exceed $200,000 in a year. There is no employer match for this portion.

Entity-Level Taxes You Might See

While less common, you must be aware of taxes the S-corp itself might owe.

  • Built-in Gains (BIG) Tax: If you converted your business from a C-corp to an S-corp, you face a 5-year recognition period. If you sell appreciated assets that the company held during its C-corp days within this window, the S-corp itself will owe a corporate-rate tax on those gains. This is calculated on Schedule D of Form 1120-S.
  • Excess Net Passive Income Tax: This applies if your S-corp has accumulated earnings & profits (AE&P) from a prior life as a C-corp and its passive income (like rents, royalties, and interest) exceeds 25% of its gross receipts.
  • Quarterly Estimates for These Taxes: If you expect the total of BIG tax, passive income tax, and certain other recapture taxes to be $500 or more, the S-corp must make quarterly estimated payments. For 2025, the calendar-year due dates are April 15, June 16, September 15, and December 15.

State & Local Gotchas 🗺️

Never assume federal rules apply at the state or city level. Tax treatment varies widely.

  • California: S-corps must pay an $800 minimum franchise tax each year, plus a 1.5% tax on net income.
  • New York City: NYC does not recognize the S-corp election. A federal S-corp is generally subject to the full NYC General Corporation Tax.
  • Elective Pass-Through Entity (PTE) Taxes: As a workaround to the federal $10,000 SALT deduction cap, many states now allow S-corps to elect to pay state income tax at the entity level. The rules are complex and shifting—talk to your CPA before making a PTE election.

What the Owners Pay

As a shareholder, your personal tax picture is directly linked to the S-corp's performance.

  • K-1 Income on Your 1040: You will report the income, losses, deductions, and credits passed through to you on your Schedule K-1 on your personal Form 1040.
  • Quarterly Estimated Taxes: Since your K-1 income doesn't have taxes withheld, you will likely need to make personal quarterly estimated tax payments to the IRS using Form 1040-ES to avoid underpayment penalties.
  • The QBI Deduction (Section 199A): Your pass-through income may qualify for the valuable Qualified Business Income (QBI) deduction, which can be up to 20% of your business income. At higher income levels, this deduction can be limited by the amount of W-2 wages the S-corp pays—making your "reasonable compensation" figure even more important.

Baseline Filing & Forms

At a minimum, your annual compliance will include:

  • Form 1120-S: The S-corporation income tax return.
  • Schedule K-1: For each shareholder.
  • Payroll Forms: Quarterly 941s, annual 940, and W-2s/W-3s for employees.
  • Form 1099-NEC: For payments of $600 or more to most independent contractors.

Beancount: Map It So You Never Wonder “Where Did That Go?”

A clear chart of accounts is essential for tracking these moving parts.

Starter Accounts

Assets:Bank:Operating
Assets:PrepaidTax:Federal ; For S-corp level estimated payments
Expenses:Payroll:Wages
Expenses:Payroll:Employer:SocialSecurity
Expenses:Payroll:Employer:Medicare
Expenses:Payroll:Employer:FUTA
Expenses:Tax:Federal:S-Corp ; For BIG/passive income tax expense
Liabilities:Payroll:Withholding:{Federal,SocialSecurity,Medicare}
Equity:Distributions

Transaction Examples

Run Payroll (Company side + withholdings)

2025-02-28 * "Payroll - February"
Assets:Bank:Operating -10350.00 USD
Expenses:Payroll:Wages 12500.00 USD
Expenses:Payroll:Employer:SocialSecurity 775.00 USD
Expenses:Payroll:Employer:Medicare 181.25 USD
Liabilities:Payroll:Withholding:Federal -3000.00 USD
Liabilities:Payroll:Withholding:SocialSecurity -775.00 USD
Liabilities:Payroll:Withholding:Medicare -181.25 USD

Owner Distribution (Non-wage)

2025-03-10 * "Shareholder distribution"
Assets:Bank:Operating -5000.00 USD
Equity:Distributions 5000.00 USD

Corporate-Level Estimated Tax (If applicable)

2025-04-15 * "1120-S entity-level estimate (BIG/passive tax)"
Assets:Bank:Operating -1200.00 USD
Assets:PrepaidTax:Federal 1200.00 USD

Marking Key Filing Dates

2026-03-15 note "E-filed 2025 Form 1120-S; furnished K-1s to all shareholders."

Sanity Checks (bean-query)

Use queries to ensure your records are sound.

Wages vs. Distributions YTD (Reasonable Comp Reality Check)

SELECT account, SUM(position)
WHERE (account ~ "Expenses:Payroll:Wages" OR account ~ "Equity:Distributions")
AND year = 2025
GROUP BY account;

Did We Record the K-1 Handoff?

SELECT date, narration WHERE narration ~ "K-1";

Practical Tips (So the IRS Doesn’t Call) ✅

  1. Document "Reasonable Compensation." Keep a simple memo with your job duties, time allocation, and links to market salary data. Pay this amount via formal W-2 payroll.
  2. Separate Wages and Distributions Cleanly. Never mix them. Your Beancount ledger should make the distinction obvious.
  3. Watch State Rules. Be aware of minimum taxes (like in CA) or S-corp non-recognition (like in NYC).
  4. Revisit Estimates. If your income changes significantly mid-year, adjust both your personal 1040-ES and any S-corp level estimated payments.

This guide provides general information, not tax advice. Every business situation is different. Always consult with a qualified CPA for guidance specific to your circumstances.

S-Corp Tax Filing Deadlines (2025): A Crisp Guide for Beancount Users

· 5 min read
Mike Thrift
Mike Thrift
Marketing Manager

Filing taxes for your S-corporation involves a few key deadlines that you can't afford to miss. Staying on top of them prevents costly penalties and keeps your financial records clean. Here’s the short, accountant-friendly version of what to file, when it’s due, what happens if you’re late—and how to keep it all tidy in your Beancount ledger.


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The Big Dates (for Calendar-Year S-Corps) 🗓️

For most S-corps operating on a standard calendar year, there are two primary dates to remember for your annual tax return, Form 1120-S.

  • Return Due Date: The deadline to file is Monday, March 17, 2025. The official due date is always the 15th day of the 3rd month after the tax year ends (March 15), but because that date falls on a Saturday in 2025, the IRS "next business day" rule pushes the deadline to Monday.
  • If You Need More Time: You can get an automatic 6-month extension by filing Form 7004 on or before the original March 17 deadline. This moves your filing due date to September 15, 2025. Remember, this is an extension to file, not an extension to pay any taxes owed.

Note for other filers: If you use a fiscal year, your return is due by the 15th day of the 3rd month after your tax year concludes. If your S-corp was dissolved, the final return is generally due by the 15th day of the 3rd month after the dissolution date.


What You Must Send to Shareholders

A core responsibility of an S-corp is to report each shareholder's portion of the company's income, deductions, and credits.

You must furnish a Schedule K-1 to every shareholder by the same day your Form 1120-S is due. This applies whether you file by the original deadline or an extended one. The K-1 provides the information shareholders need to file their personal tax returns.


Penalties You Actually Care About

The IRS imposes significant penalties for failing to file on time, so it pays to be punctual.

  • Late 1120-S: The penalty is 245permonth(orpartofamonth)foreachshareholder,forupto12months.Ifyour2024return(filedin2025)is60ormoredayslate,theminimumpenaltyincreasestothesmallerofthetaxdueor245 per month (or part of a month) for each shareholder**, for up to 12 months. If your 2024 return (filed in 2025) is **60 or more days late**, the minimum penalty increases to the smaller of the tax due or **510.
  • Late/Incorrect K-1s: Failing to furnish correct K-1s on time carries a penalty of $330 per schedule. If the failure is due to intentional disregard, the penalty can double or be 10% of the amounts required to be reported, whichever is greater.
  • Failure to Pay: Even if you file an extension with Form 7004, interest accrues on any tax due from the original March deadline. While most S-corps don't owe federal income tax, some can face corporate-level taxes in special situations.

If you get hit with a penalty, don't just pay it immediately. Check the IRS’s options for administrative penalty relief, such as first-time abatement or showing you had reasonable cause for the delay.


Corporate-Level Estimated Taxes (Edge Cases)

While S-corps are pass-through entities, they can sometimes owe entity-level taxes on things like built-in gains or excess net passive income. If your S-corp is expected to owe more than $500 for these taxes, you must make quarterly estimated tax payments.

For the 2025 calendar year, these installments are due on:

  • April 15, 2025
  • June 16, 2025 (June 15 is a Sunday)
  • September 15, 2025
  • December 15, 2025

Payments should be made through the Electronic Federal Tax Payment System (EFTPS).


Beancount Setup: Keep Filings and Payments Obvious

Use your ledger to create a clear audit trail of your tax compliance activities.

Starter Accounts

Assets:Bank:Operating
Assets:PrepaidTax:Federal ; For extension/estimate payments
Expenses:Tax:Federal:S-Corp ; For corporate-level tax owed
Liabilities:Tax:Federal:Payable
Equity:Distributions
Income:Sales

Mark the Filing and K-1 Handoff

Use note transactions to timestamp key compliance actions.

2025-03-10 note "Prepared 2024 Form 1120-S; K-1s ready for distribution."
2025-03-17 note "E-filed 2024 Form 1120-S; furnished all shareholder K-1s."

Recording an Extension

If you file for an extension without a payment (the common case):

2025-03-17 note "Filed Form 7004 to extend 2024 1120-S to 2025-09-15."

If you make an estimated payment with your extension (rare for S-corps):

2025-03-17 * "2024 1120-S extension payment (estimate)"
Assets:Bank:Operating -2000 USD
Assets:PrepaidTax:Federal 2000 USD

Recording a Final Tax Payment

If you end up owing corporate-level tax when you file:

2025-09-15 * "Settle 2024 S-corp tax due with return"
Assets:PrepaidTax:Federal -2000 USD
Expenses:Tax:Federal:S-Corp 2000 USD

Useful bean-query Checks

Verify your actions with simple queries.

  • Confirm you recorded the K-1 handoff:

    SELECT date, narration WHERE narration ~ "K-1s";
  • See all federal tax cash movements this year:

    SELECT SUM(position) WHERE account ~ "Tax:Federal|PrepaidTax:Federal" AND year = 2025;

Quick Checklist ✅

  • Put March 17, 2025, on your calendar to file Form 1120-S, or file Form 7004 by that date to get an extension.
  • Furnish Schedule K-1s to all shareholders by the same day you file your return (original or extended).
  • If applicable, schedule quarterly estimated payments for any corporate-level taxes.
  • Take deadlines seriously to avoid penalties, but seek penalty relief if something unavoidable slips through.

This guide provides general information and is not a substitute for professional tax advice. Consult with a qualified CPA to address your specific financial situation.

S-Corp Election Deadline (2025): A Crisp Guide for Beancount Users

· 6 min read
Mike Thrift
Mike Thrift
Marketing Manager

Thinking about electing S-corp tax status? Great—just don’t miss the clock. The S-corp election can be a powerful tax-saving tool for small business owners, but its deadlines are strict and non-negotiable. Missing one can complicate your tax picture significantly.

Here’s the practical, accountant-approved version of what you need to know, plus how to track it all cleanly in your Beancount ledger.

2025-07-23-s-corp-election-deadline-2025


The Deadline, In One Bite

The most critical date is for filing Form 2553, Election by a Small Business Corporation. This is the form that tells the IRS you want to be taxed as an S-corp.

  • For existing, calendar-year businesses: You must file Form 2553 by the 15th day of the 3rd month of the tax year you want the election to take effect. For a 2025 election (effective January 1, 2025), the deadline is Saturday, March 15, 2025. Because this falls on a weekend, the IRS weekend/holiday rule pushes the functional deadline to the next business day: Monday, March 17, 2025.
  • For new businesses: If this is your business's first tax year, you have “2 months and 15 days” from the start of your tax year to file. The exact date depends on when your tax year officially begins. For example, if your business starts on January 7, your deadline would be March 21.

Tip: If your business operates on a fiscal year rather than a calendar year, the same logic applies. Calculate your deadline as the 15th day of the 3rd month from your fiscal year's start date.


What If You Missed It?

Don't panic. The IRS understands that business owners can miss deadlines. If you intended to elect S-corp status but failed to file on time, you may be eligible for late-election relief.

The IRS provides a streamlined procedure, Revenue Procedure 2013-30, which allows many small businesses to request retroactive S-corp status. You generally qualify if you can show you had reasonable cause for filing late and meet the procedure's other requirements.


Other Key Dates Tied to S-Corps

Once you're an S-corp, the deadlines don't stop. Here are two other important dates to mark on your calendar:

  • 1120-S Filing (The S-corp Tax Return): Your annual S-corp tax return, Form 1120-S, is due by the 15th day of the 3rd month after your tax year ends. For most businesses (calendar-year filers), this is the same as the election deadline: March 17, 2025.
  • Need More Time? If you can't file your 1120-S on time, you can file Form 7004 for an automatic 6-month extension. This extends the deadline to file your return to September 15. Crucially, this is an extension to file, not an extension to pay. Any taxes you owe are still due by the original March deadline.

Who Should Even Elect S-Corp?

S-corp status isn't for everyone. Its primary benefit is reducing self-employment taxes. It achieves this by allowing you to split your business's profit into two categories:

  1. Reasonable W-2 Wages: This is a salary you pay yourself, which is subject to standard payroll taxes (Social Security and Medicare).
  2. Shareholder Distributions: This is the remaining profit you take from the business, which is not subject to self-employment tax.

However, this advantage comes with added complexity and costs. S-corps require running formal payroll, adhering to "reasonable compensation" standards set by the IRS, and handling more compliance paperwork, like filing Forms 1120-S and issuing K-1s to shareholders.

Before you make the jump, run the math. A CPA can help you model the breakeven point where the tax savings outweigh the additional administrative costs.


Make the Deadline Easier—with Beancount

A well-maintained ledger is your best friend for S-corp compliance. You can use Beancount to stay on top of deadlines and clearly distinguish between wages and distributions.

Minimal Chart of Accounts (Starter)

Here's a basic chart of accounts to get you started:

  • Assets:Bank:Checking
  • Income:Sales
  • Expenses:Payroll:Wages
  • Expenses:Payroll:EmployerTaxes
  • Equity:DistributionsFor shareholder draws
  • Equity:Opening-Balances

Typical Postings

Your Beancount entries will create a clear separation between payroll expenses and equity distributions.

; W-2 payroll is a business expense
2025-02-28 * "Run payroll - February"
Assets:Bank:Checking -6200 USD
Expenses:Payroll:Wages 5000 USD
Expenses:Payroll:EmployerTaxes 1200 USD
; entity: S-Corp period: 2025-02

; Shareholder distribution is a draw on equity, not an expense
2025-03-10 * "Shareholder distribution"
Assets:Bank:Checking -3000 USD
Equity:Distributions 3000 USD
; entity: S-Corp period: 2025-Q1

Useful Guardrails (Queries & Tags)

Use Beancount's features to sanity-check your finances and ensure you're meeting reasonable compensation standards.

  • Tag every owner draw with something memorable, like distrib: "yes".
  • Periodically run a query to compare total wages paid against total distributions taken.

You can run a quick check from your terminal with bean-query:

SELECT account, SUM(position)
WHERE (account ~ 'Expenses:Payroll:Wages' OR account ~ 'Equity:Distributions')
AND year = 2025
GROUP BY account;

This will give you a clean summary of your wages and distributions for the year, helping you and your CPA assess if your salary is "reasonable."

Paper Trail for the Election

Keep your S-corp documentation organized and linked to your ledger.

  • Create a docs/ folder in your Beancount directory to store PDFs of your signed Form 2553, the IRS acceptance letter, any late-election relief statements, and your payroll setup documents (EIN, state IDs).
  • Record a note transaction in your ledger the day you file the election. This creates a permanent, dated record.
2025-01-22 note "Filed IRS Form 2553 for S-corp election (effective 2025-01-01)"

Edge Cases to Watch

  • Your "first tax year" start date might not be your formation date. The clock for the "2 months and 15 days" deadline starts when your company has shareholders, acquires assets, or begins business operations—whichever comes first.
  • For non-calendar fiscal years, be precise. Your Form 2553 deadline is based on your fiscal year's start date, while your Form 1120-S deadline is based on its end date.

Quick Checklist

Ready to proceed? Here is a final checklist to guide you.

✅ Decide if the S-corp structure fits your business based on profit level, payroll readiness, and state-specific rules. ✅ Calendar Form 2553 with the correct deadline (and set a one-week reminder for yourself). For 2025, that's March 17, 2025. ✅ If you're late, immediately evaluate if you qualify for relief under Rev. Proc. 2013-30. ✅ Configure your payroll system and map the new expense and equity accounts in your Beancount ledger. ✅ Prepare to file Form 1120-S by the deadline or file Form 7004 for an extension.


This guide provides general information, not tax advice. Every business situation is unique. Please consult with your CPA to determine the best course of action for your specific circumstances.

Beancount's Technical Edge vs. Ledger, hledger, and GnuCash

· 6 min read
Mike Thrift
Mike Thrift
Marketing Manager

Choosing a personal accounting system involves trade-offs between performance, data architecture, and extensibility. For engineers and other technical users, the choice often comes down to which system provides the most robust, predictable, and programmable foundation.

Drawing from a detailed comparative report, let's analyze the technical specifics of Beancount versus its popular open-source counterparts: Ledger-CLI, hledger, and GnuCash.

2025-07-22-beancounts-technical-edge-a-deep-dive-on-performance-python-api-and-data-integrity-vs-ledger-hledger-and-gnucash


Speed and Performance: Quantitative Benchmarks 🚀

For any serious dataset, performance is non-negotiable. Beancount is architected to handle decades of transactional data without compromising on speed. Despite being implemented in Python (v2), its highly optimized parser is remarkably efficient.

  • Beancount: Real-world usage shows it can load and process ledgers with hundreds of thousands of transactions in approximately 2 seconds. Memory usage is modest; parsing ~100k transactions converts the source text into in-memory objects using only tens of megabytes of RAM.
  • The 1M Transaction Stress Test: A benchmark using a synthetic ledger of 1 million transactions, 1,000 accounts, and 1 million price entries revealed significant architectural differences:
    • hledger (Haskell): Successfully completed a full parse and report in ~80.2 seconds, processing ~12,465 txns/sec while using ~2.58 GB of RAM.
    • Ledger-CLI (C++): The process was terminated after 40 minutes without completion, likely due to a known regression causing excessive memory and CPU usage with highly complex ledgers.
    • Beancount: While not included in that specific 1M test, its performance curve suggests it would handle the task efficiently. Furthermore, the upcoming Beancount v3, with its new C++ core and Python API, is expected to deliver another order-of-magnitude improvement in throughput.
  • GnuCash (C/Scheme): As a GUI application loading its entire dataset into memory, performance degrades noticeably with size. A ~50 MB XML file (representing 100k+ transactions) took 77 seconds to open. Switching to the SQLite backend only marginally improved this to ~55 seconds.

Conclusion: Beancount provides exceptional performance that scales predictably, a crucial feature for long-term data management. It avoids the performance cliffs seen in Ledger and the UI-bound latency of GnuCash.


Data Architecture: Plain Text vs. Opaque Databases 📄

The way a system stores your data dictates its transparency, portability, and durability. Beancount uses a clean, human-readable plain text format that is superior for technical users.

  • Compact & Efficient: A 100,000-transaction Beancount file is only ~8.8 MB. This is more compact than the equivalent Ledger file (~10 MB) partly because Beancount's syntax allows for the inference of the final balancing amount in a transaction, reducing redundancy.
  • Structurally Enforced: Beancount mandates explicit YYYY-MM-DD\ open\ Account directives. This disciplined approach prevents account name typos from silently creating new, incorrect accounts—a common pitfall in systems like Ledger and hledger which create accounts on-the-fly. This structure makes the data more reliable for programmatic manipulation.
  • Version Control Ready: A plain text ledger is perfectly suited for version control with Git. You get a complete, auditable history of every financial change you make.
  • Contrast with GnuCash: GnuCash defaults to a gzip-compressed XML file, where data is verbose and wrapped in tags with GUIDs for every entity. While it offers SQLite, MySQL, and PostgreSQL backends, this abstracts the data away from simple, direct text manipulation and versioning. Editing the raw XML is possible but far more cumbersome than editing a Beancount file.

Conclusion: Beancount's data format is not just text; it's a well-defined language that maximizes clarity, enforces correctness, and integrates seamlessly with developer tools like git and grep.


The Killer Feature: A True Python API and Plugin Architecture 🐍

This is Beancount's defining technical advantage. It is not a monolithic application but a library with a stable, first-class Python API. This design decision unlocks limitless automation and integration possibilities.

  • Direct Programmatic Access: You can read, query, and manipulate your ledger data directly in Python. This is why developers migrate. As one user noted, the frustration of trying to script against Ledger's poorly documented internal bindings evaporates with Beancount.
  • Plugin Pipeline: Beancount's loader allows you to insert custom Python functions directly into the processing pipeline. This enables arbitrary transformations and validations on the data stream as it's being loaded—for instance, writing a plugin to enforce that every expense from a specific vendor must have a certain tag.
  • Powerful Importer Framework: Move beyond clunky CSV import wizards. With Beancount, you write Python scripts to parse financial statements from any source (OFX, QFX, CSV). Community tools like smart_importer even leverage machine learning models to automatically predict and assign posting accounts, turning hours of manual categorization into a seconds-long, one-command process.
  • How Others Compare:
    • Ledger/hledger: Extensibility is primarily external. You pipe data to/from the executable. While they can output JSON/CSV, you cannot inject logic into their core processing loop without modifying the C++/Haskell source.
    • GnuCash: Extensibility is handled via a steep learning curve with Guile (Scheme) for custom reports or via Python bindings (using SWIG and libraries like PieCash) that interact with the GnuCash engine. It's powerful but less direct and "Pythonic" than Beancount's native library approach.

Conclusion: Beancount is architected for the programmer. Its library-first design and deep integration with Python make it the most flexible and automatable system of the four.


Philosophy: A Strict Compiler for Your Finances 🤓

Beancount's learning curve is a direct result of its core philosophy: your financial data is a formal language, and it must be correct.

Beancount's parser functions like a strict compiler. It performs robust syntactical and logical validation. If a transaction doesn't balance or an account hasn't been opened, it will refuse to process the file and will return a descriptive error with a line number. This is a feature, not a bug. It guarantees that if your file "compiles," the underlying data is structurally sound.

This deterministic approach ensures a level of data integrity that is invaluable for building reliable automated systems on top of it. You can write scripts that consume Beancount's output with confidence, knowing the data has already been rigorously validated.

Who is Beancount For?

Based on this technical analysis, Beancount is the optimal choice for:

  • Developers and Engineers who want to treat their finances as a version-controlled, programmable dataset.
  • Data Tinkers who want to write custom queries, build unique visualizations with tools like Fava, or feed their financial data into other analytical models.
  • Anyone who values demonstrable correctness and automation over the convenience of a GUI or the leniency of a less-structured format.

If you desire raw C++ performance for standard reports, Ledger is a contender. For exceptional scalability in a functional programming paradigm, hledger is impressive. For a feature-packed GUI with minimal setup, GnuCash excels.

But if you want to build a truly robust, automated, and deeply customized financial management system, Beancount provides the superior technical foundation.

How Much to Set Aside for Small Business Taxes

· 6 min read
Mengjia Kong
Mengjia Kong
IRS Enrolled Agent

Running a small business is already a constant juggle of cash flow, suppliers, and customers—tax surprises shouldn’t be another bowling pin in the air. The good news: with a simple framework and a few Beancount tricks, you can translate “I hope the tax bill isn’t huge” into a predictable monthly transfer.

1. Know What You’re Really Paying For

2025-07-20-how-much-to-set-aside-for-small-business-taxes

Before you can set money aside, you need to know where it’s going. For most U.S. small businesses (especially sole proprietorships and partnerships), the total tax liability is a combination of several distinct obligations.

  • Federal Income Tax: This is a progressive tax, meaning the rate increases as your income does. For 2025, brackets go up to 37% for single incomes above $626,350 and married-filing-jointly (MFJ) incomes above $751,600.
  • Self-Employment (SE) Tax: This is the entrepreneur's version of FICA taxes (Social Security and Medicare) that W-2 employees pay. It’s a flat 15.3% on your first chunk of net earnings. The 12.4% Social Security portion stops once your profit hits the annual wage base, which is projected to be $176,100 in 2025. The remaining 2.9% for Medicare continues on all profits.
  • State & Local Income Tax: This varies wildly by location, ranging from 0% in states like Wyoming and Texas to over 13% in California's top bracket.
  • Quarterly Underpayment Penalties: The IRS wants its money throughout the year, not all at once. To avoid penalties, you generally must pre-pay at least 90% of your current year's tax liability or 100% of your previous year's tax bill (this threshold rises to 110% if your adjusted gross income, or AGI, is over $150,000).

Quick heuristic: Most U.S. solopreneurs who live in an average-tax state end up owing 25% - 30% of net profit once federal, SE, and state taxes are combined.

2. A Three-Step Estimate You Can Update Monthly

You don’t need complex software to get a handle on this. A simple, repeatable process is all it takes.

  1. Project Annual Profit: Look at your year-to-date performance and make a reasonable forecast for the full year. The basic formula is your friend: Projected Revenue - Projected Deductible Expenses = Projected Profit.
  2. Apply an Effective Tax Rate: Start with a reasonable percentage. If you have last year’s tax return, you can calculate your effective rate from that. If you're new to this, the 30% heuristic is a safe starting point.
  3. Divide by 12 (or 52): Take your total estimated annual tax and divide it by the number of pay periods you want to use. We recommend monthly. Move that amount into a dedicated tax-reserve bank account every month. If your cash flow is more volatile, a weekly transfer might feel more manageable.

3. Implement It in Beancount

Plain-text accounting makes this process transparent and auditable. Here’s how to manage your tax savings in Beancount.

First, create a routine transaction to move your monthly savings from your primary checking account to a separate, dedicated savings account for taxes.

; Reserve July's taxes
2025-07-31 * "Tax reserve transfer"
Assets:Bank:Checking -3000 USD
Assets:Bank:TaxReserve 3000 USD
Equity:Opening-Balances

When you make a quarterly estimated payment to the government, you record the actual liability. The payment comes directly from your reserve account.

; Record liability when you file the quarterly payment
2025-09-15 * "Q3 estimated tax payment"
Assets:Bank:TaxReserve -9000 USD
Liabilities:Taxes:Federal 6000 USD
Liabilities:Taxes:State 3000 USD

This simple system buys you three powerful advantages:

  • Immediate Visibility: Your Assets:Bank:TaxReserve balance always shows what’s already “spoken for.” You know at a glance that this cash isn't available for other business expenses.
  • Accurate Profit: Because the reserve is treated as a transfer between asset accounts, your Profit & Loss statement isn’t distorted. You only record the tax liability when you actually file and pay it.
  • Audit Trail: Every payment to the IRS or your state treasury ties back to a clearly tagged movement from your reserve account, creating a clean paper trail.

4. Fine-Tuning Your Percentage

The initial 25% - 30% estimate is a great start, but you should adjust it based on your specific business model.

  • High-Margin Consultants / Agencies: If you clear well above the Social Security wage base ($176,100), your effective tax rate will climb. A rate of 30% - 35% is likely more accurate.
  • Product Businesses with Heavy Deductions: If you have significant costs of goods sold (COGS), inventory, or other deductions, your net profit margin is lower. A rate of 20% - 25% may suffice. Use Form 1040-ES worksheets each quarter to confirm.
  • S-Corp Owners: Your situation is different. The "reasonable salary" you pay yourself is subject to standard payroll withholding (FICA and income taxes). Your distributions (profits paid out beyond salary) still require quarterly estimated payments, but often at a lower marginal rate since they aren't subject to SE tax.
  • Multi-State Sellers: If you have "nexus" (a significant business presence) in multiple states, you may owe income tax in each. This can stack your liabilities. For clarity, create separate liability accounts in Beancount, such as Liabilities:Taxes:State:CA and Liabilities:Taxes:State:NY.

5. Automate, Review, Repeat

A system only works if you use it. Make it effortless.

  • Automate: Link your main operating account to a high-yield savings account named something like "TaxReserve." Schedule an automatic transfer to occur right after you close your books each month.
  • Review: Re-forecast your annual profit quarterly. If Q2 sales blew past expectations, increase your monthly reserve amount immediately. Don't wait until January to discover you've under-saved.
  • Repeat: Keep key documents organized within your Beancount directory. Saving last year’s final tax return (document: "2024/Taxes/Form1040.pdf") gives you one-click context when discussing numbers with your CPA or planning for the next year.

Closing Thoughts

Tax bills feel random only when the set-aside process is. By baking a percentage-based reserve directly into your double-entry accounting flow, you trade anxiety for algebra—and Beancount makes the math (and the audit trail) trivial. Review your rate each quarter, keep Assets:Bank:TaxReserve funded, and April 15th turns back into just another day of business as usual.


Disclaimer: This article is for educational purposes only and isn’t tax advice. Always confirm numbers with a qualified professional for your jurisdiction and entity type.

Thriving in a Slow-Growth Economy — with Beancount

· 6 min read
Mike Thrift
Mike Thrift
Marketing Manager

The economic tea leaves are in, and they're not exactly screaming "boom." As of July 2025, the latest figures paint a picture of an economy that has decidedly cooled its jets. Let's look at the data.

The Macro Backdrop (July 2025)

2025-07-05-thriving-in-a-slow-growth-economy-with-beancount

  • Inflation: After years of volatility, U.S. consumer prices have settled but remain a factor, running at +2.7% year-over-year as of June 2025 (Bureau of Labor Statistics, Trading Economics). While down from post-pandemic highs, this rate still erodes purchasing power and puts pressure on margins.
  • Growth: The long expansion has officially ended. Real GDP slipped by an annualized rate of -0.3% to -0.5% in the first quarter of 2025, signaling a contraction (Bureau of Economic Analysis, Trading Economics).

A tepid economy isn't a crisis—it's a clarion call. It demands sharper visibility into your cash flow, a ruthless approach to costs, and a clear-eyed view of opportunities. This is where plain-text accounting, specifically with Beancount, becomes a strategic advantage. It gives you complete control over your financial data, without the SaaS lock-in or ever-rising subscription fees of commercial software.


Five High-Leverage Levers (and How Beancount Makes Them Easy)

In a slow-growth environment, small, intelligent actions have an outsized impact. Here are five strategies you can implement immediately with a Beancount ledger.

StrategyHow to Execute in Beancount
Keep books currentAutomate ingestion. Run bean-extract nightly, or schedule a GitHub Action that fetches bank feeds and commits new transactions to your ledger. Real-time data means no surprises.
Monitor cash flowQuery weekly. Track your net monthly flow with a simple query. Save it as a favorite in Fava, Beancount's web interface, for one-click access: SELECT year, month, SUM(convert(position, 'USD')) WHERE account ~ 'Income:Expenses' GROUP BY year, month
Diversify revenueIsolate experiments. Test a new product or service by creating a dedicated income account, like Income:Consulting:SideHustle, and tagging all related transactions with #pilot-project. This makes calculating ROI trivial.
Trim fat fastSurface big spenders. Need to make cuts? This query instantly shows your top 10 expense categories, pointing you directly to where you can save the most: bean-query main.bean "SELECT account, SUM(number) WHERE account =~ '^Expenses' GROUP BY account ORDER BY SUM DESC LIMIT 10"
Re-invest intelligentlyRing-fence profits. At the end of each month, calculate your net profit and programmatically sweep a portion to a dedicated account. This isn't just saving; it's explicitly allocating capital for future growth or opportunities.

Automate the Busywork, Guard Your Time

Your most valuable asset is your time, which should be spent on analysis, not data entry. Beancount’s plain-text nature makes automation a first-class citizen.

  • Helper Scripts: The Beancount ecosystem is rich with community-built tools. Price fetchers can pull daily market values for your investments. Importers for services like PayPal, Stripe, or Splitwise can parse statements and append formatted entries to your ledger while you sleep.
  • Pre-commit Hooks: If you store your ledger in Git (and you should), you can use a pre-commit hook to run bean-check on every change. This simple script lints your file, catching typos and balancing errors before they ever get committed to your main branch.
  • Git = Audit Trail: Every commit is a story. git blame shows you who changed a transaction and when. git log provides a complete, immutable history of your financial decisions. It's the most robust audit trail imaginable.

Build Financial Resilience

A slow economy rewards the prepared. Use Beancount to build a financial fortress that can withstand uncertainty.

  • Emergency Buffer: Make saving non-negotiable. After calculating your monthly profit, create a standing transaction to move a fixed percentage (e.g., 10%) to a dedicated emergency fund.

    ; Assuming July profit was $4,500. 10% = $450.
    2025-07-31 * "Monthly Profit Sweep" "Move 10% of profit to emergency fund"
    Expenses:ProfitSweep 450.00 USD
    Assets:Savings:Emergency

    This isn't an expense in the traditional sense, but booking it this way "hides" the cash from your operating accounts, making it less tempting to spend.

  • Scenario Modeling: What happens if revenue drops 15%? Or if your costs increase by 5%? With a plain-text ledger, you don't need complex software to find out. Just copy your entire ledger file to a scenarios/ directory, tweak the numbers, and run a report.

    # See the impact on your bottom line in seconds
    bean-report scenarios/pessimistic_q3.bean income_statement

Double-Click on Niche Data

Beancount's flexibility allows you to track anything. Use metadata to enrich your transactions with business context.

2025-07-15 * "The Meow-Box" "Monthly Cat-Toy Subscription"
Income:Subscriptions -19.99 USD
Assets:Bank:Checking
; market: "Pet-DTC"
; customer-id: "CUST-86753"

With this data embedded directly in your ledger, you can ask sophisticated questions. A simple bean-query can now reveal the total revenue, churn, or lifetime value for your "Pet-DTC" market segment:

bean-query my-ledger.beancount "SELECT SUM(convert(position, 'USD')) WHERE meta('market') = 'Pet-DTC'"

Your Next Steps

Reading about it is one thing; doing it is another. Here’s how to get started this week:

  1. Import Your 2024 Backlog: Get your historical data from 2024 into Beancount. This will make your 2025 reports and year-over-year comparisons truly apples-to-apples.
  2. Schedule Two Standing Queries: Save the cash-flow and top-10-expenses queries. Set a calendar reminder to run and review them every Friday. Make it a ritual.
  3. Allocate 10% of Profit: Implement the profit sweep. Start with 10% and commit to moving that capital to a separate reinvestment or emergency account each month. Revisit the ratio quarterly.

Slow growth rewards those who see their numbers clearly, act decisively, and build robust systems. With a text ledger, a handful of scripts, and the playbook above, you’ll do more than just survive the downturn—you’ll use it as an opportunity to compound your financial strength.