Firefly III
Firefly III publishes nightly develop builds that carry no changelog at all
Comparison · Finance
Bigcapital vs Column
A side-by-side editorial comparison of Bigcapital and Column — release velocity, themes, recent moves, and the top alternatives to consider.
Bigcapital vs Column: at a glance
| Feature | Bigcapital | Column |
|---|---|---|
| Sector | Finance | Finance |
| Velocity score | 5.0 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | accounting, open source, typescript migration, openapi sdk | banking-as-a-service, fintech infrastructure, iso 20022, compliance |
| Last editorial update | 2d ago | 3mo ago |
| Website | Visit → | — |
What is Bigcapital?
Bigcapital is rebuilding its own foundation while the accounting features tick along
Nearly every recent release is dominated by one maintainer migrating the webapp to TypeScript and tearing out Redux in favour of tanstack-query, page group by page group — landing pages, form pages, guards, constants, hooks. Running alongside it is a generated TypeScript SDK built off an OpenAPI spec, now covering reports, payment links, Stripe, Plaid, and file upload and download. Actual accounting work is thinner: bulk account activation, base-currency correctness in financial reports, localized column headers in CSV, XLSX, and PDF exports.
What is Column?
Column expands the BaaS API surface with regulatory infrastructure other providers haven't shipped yet.
Column ships in seasonal batches and is using each one to widen the gap with thinner BaaS competitors. The recent batches have added 1099-INT tax form APIs, Federal Reserve reference rate access, full Fedwire ISO 20022 message integration, Swift wire amendments, and richer account modeling. The product is positioning itself as the BaaS for fintechs that need to handle the complex, regulated edges of money movement, not just the happy path.
Bigcapital vs Column: editorial side-by-side
Bigcapital
5.0FINANCE
Bigcapital is rebuilding its own foundation while the accounting features tick along
◆ Current state
Nearly every recent release is dominated by one maintainer migrating the webapp to TypeScript and tearing out Redux in favour of tanstack-query, page group by page group — landing pages, form pages, guards, constants, hooks. Running alongside it is a generated TypeScript SDK built off an OpenAPI spec, now covering reports, payment links, Stripe, Plaid, and file upload and download. Actual accounting work is thinner: bulk account activation, base-currency correctness in financial reports, localized column headers in CSV, XLSX, and PDF exports.
◆ Where it's heading
This is a codebase paying down debt before it grows, not a product chasing features. The OpenAPI-generated SDK is the more consequential thread — it turns Bigcapital from an app into something with a documented API surface others can build against, and the e2e test scaffolding appearing in the latest release suggests the migration is reaching the point where regressions need catching automatically. Expect the feature pace to stay modest until the TypeScript conversion finishes.
◆ Prediction
The remaining Redux and JavaScript surfaces will likely be converted next, with SDK coverage continuing to widen behind the OpenAPI spec, since both have produced commits in every recent release.
Column
0.0FINANCE
Column expands the BaaS API surface with regulatory infrastructure other providers haven't shipped yet.
◆ Current state
Column ships in seasonal batches and is using each one to widen the gap with thinner BaaS competitors. The recent batches have added 1099-INT tax form APIs, Federal Reserve reference rate access, full Fedwire ISO 20022 message integration, Swift wire amendments, and richer account modeling. The product is positioning itself as the BaaS for fintechs that need to handle the complex, regulated edges of money movement, not just the happy path.
◆ Where it's heading
The throughline across these releases is depth in the boring-but-load-bearing pieces of the financial stack: structured remittance, returns and amendments, freeze states, custom permissioning, statement self-service. These are the integrations a sophisticated fintech customer audits before signing — and Column is closing the checklist faster than most direct chartered-bank-as-API competitors.
◆ Prediction
Expect Column to keep targeting the regulated, infrastructure-grade gaps competitors avoid — likely real-time-payments richer messaging on top of FedNow, and additional tax form coverage (1099-MISC, 1099-NEC) timed to the 2026 tax year for partners running interest, rebate, or marketplace programs.
Alternatives to Bigcapital and Column
Other Finance products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Bigcapital or Column.
CloudZero
CloudZero ships daily on AI cost control while its blog floods the same keywords
Copperleaf
Marketing blog, not a changelog — no product releases visible in this feed.
Checkout.com
The public trail is documentation, not releases — scope is visible, pace is not.
Intuit Intelligence
QuickBooks is rebuilding the bank feed to defer to what you've already done.
Financial Cents
Financial Cents is quietly turning client document intake into an AI review step.
See all Bigcapital alternatives → · See all Column alternatives →
Recent activity from Bigcapital and Column
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoBigcapitalSDK gains file upload/download; auth and tax-rate screens move to TypeScript
- 7d agoBigcapitalFixes TOCTOU races in financial commands (GHSA-7696-w3qc-68m4)
- 8d agoBigcapitalWorkspaces move to tanstack-query; bank connection error fixed
- 1mo agoBigcapitalBulk account activation, and organization state split from app state
- 1mo agoBigcapitalv0.25.22
- 1mo agoBigcapitalBase-currency fix in financial reports; localized export headers
- 7mo agoColumnWinter 2025: 1099-INT and Fed market rate APIs
- 7mo agoColumnWinter 2025 release notes (duplicate)
- 9mo agoColumnSummer 2025 part 2: Fedwire ISO 20022 and check improvements ⚡
- 9mo agoColumnSummer 2025 part 2 release notes (duplicate)
- 10mo agoColumnSummer 2025 part 1: Swift amendments and account modeling
- 10mo agoColumnSummer 2025 part 1 release notes (duplicate)
Frequently asked questions
What is the difference between Bigcapital and Column?
They serve adjacent needs but don't currently overlap on shipped themes. Bigcapital is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Bigcapital better than Column?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Bigcapital is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Finance products to evaluate alongside.
What are the best alternatives to Bigcapital?
Top Bigcapital alternatives in Finance are ranked by recent ship velocity. Browse the "Bigcapital alternatives" section above for the current picks, or visit /alternatives/bigcapital for the full list with editorial commentary on each.
What are the best alternatives to Column?
Top Column alternatives in Finance are ranked by recent ship velocity. Browse the "Column alternatives" section above for the current picks, or visit /alternatives/column for the full list with editorial commentary on each.