Shift4
Shift4 Venue Q4-R2 is on canary venues now, with global release set for November 17.
Comparison · Finance
Puzzle vs Firefly III
A side-by-side editorial comparison of Puzzle and Firefly III — release velocity, themes, recent moves, and the top alternatives to consider.
Puzzle vs Firefly III: at a glance
| Feature | Puzzle | Firefly III |
|---|---|---|
| Sector | Finance | Finance |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | accounting, ai-bookkeeping, runway, release-notes-gap | personal finance, self-hosted, pre-release, open source |
| Last editorial update | 6mo ago | 12h ago |
| Website | — | Visit → |
What is Puzzle?
Puzzle's public changelog has gone dark while real work continues internally.
Puzzle is an AI-leaning accounting platform whose public changelog has slipped into placeholder entries marked 'internal use only.' The most recent visible feature work landed in March with built-in budgeting plus real-time cash flow, burn, and runway. The deeper history shows steady investment in historical books conversion, ML categorization, and revenue recognition during 2024-early 2025.
What is Firefly III?
Firefly III keeps tagging develop builds daily, still with no release notes.
Firefly III's feed remains automated develop pre-releases. November 12 and 13 added two more develop tags and another boilerplate development release, on top of four on November 12 alone. None includes a changelog.
Puzzle vs Firefly III: editorial side-by-side
Puzzle
5.0FINANCE
Puzzle's public changelog has gone dark while real work continues internally.
◆ Current state
Puzzle is an AI-leaning accounting platform whose public changelog has slipped into placeholder entries marked 'internal use only.' The most recent visible feature work landed in March with built-in budgeting plus real-time cash flow, burn, and runway. The deeper history shows steady investment in historical books conversion, ML categorization, and revenue recognition during 2024-early 2025.
◆ Where it's heading
The public-facing release notes have effectively gone quiet, while the underlying product clearly keeps shipping behind the curtain. The functional arc points at a CFO-grade analytics layer over the bookkeeping core: budgeting, runway, revenue recognition, and AI-driven onboarding. Whether the silence is editorial discipline or a transition to private GA remains unclear from the entries.
◆ Prediction
Expect Puzzle to either resume public release notes with a larger bundled launch, or move communication to a customer-facing in-app announcement channel. On capability, the next visible move likely deepens the budgeting and runway tooling toward scenario planning.
Firefly III
5.0FINANCE
Firefly III keeps tagging develop builds daily, still with no release notes.
◆ Current state
Firefly III's feed remains automated develop pre-releases. November 12 and 13 added two more develop tags and another boilerplate development release, on top of four on November 12 alone. None includes a changelog.
◆ Where it's heading
The project is in a pre-release stretch where builds ship several times a day without notes. The feed shows activity but not what is changing.
◆ Prediction
The feed does not show what the next stable release will contain; a tagged version with a changelog is the next thing worth watching.
Alternatives to Puzzle and Firefly III
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 Puzzle or Firefly III.
Payhawk
Payhawk adds SWIFT payment tracking and a DualEntry ledger sync as ERP coverage widens
TaxDome
TaxDome Pipelines now remember your filters, and long task names stop getting cut off.
LNbits
LNbits 1.7.1 follows the urgent 1.7.0 fix by rotating auth keys.
Kolleno
Kolleno is stretching from collections software toward the whole cash cycle.
Zoho Billing
Zoho Billing turns its reports toward churn and line-item revenue.
See all Puzzle alternatives → · See all Firefly III alternatives →
Recent activity from Puzzle and Firefly III
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 14h agoFirefly IIIFirefly III develop build 2026-11-13 (22:20)
- 1d agoFirefly IIIFirefly III develop tag 2026-11-13
- 1d agoFirefly IIIFirefly III develop tag 2026-11-12 (5)
- 1d agoFirefly IIIFirefly III develop tag 2026-11-12 (4)
- 1d agoFirefly IIIFirefly III develop build 2026-11-12 (afternoon)
- 2d agoFirefly IIIFirefly III develop build 2026-11-12 (10:52)
- 6mo agoPuzzleFeatures
- 7mo agoPuzzleFeatures in GA
- 7mo agoPuzzleAccess built-in budgeting tools and real-time financials
- 1y agoPuzzleOnboarding profiling and AI-driven historical books import
- 1y agoPuzzleDaily Stripe summary entry plus bill edits and shortcuts
- 1y agoPuzzleIntroduced a summarized daily journal entry for Stripe balance activity (customer payments, Stripe payouts) for simpler reconciliation an…
Frequently asked questions
What is the difference between Puzzle and Firefly III?
They serve adjacent needs but don't currently overlap on shipped themes. Puzzle and Firefly III are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Puzzle better than Firefly III?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Puzzle and Firefly III are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Finance products to evaluate alongside.
What are the best alternatives to Puzzle?
Top Puzzle alternatives in Finance are ranked by recent ship velocity. Browse the "Puzzle alternatives" section above for the current picks, or visit /alternatives/puzzle for the full list with editorial commentary on each.
What are the best alternatives to Firefly III?
Top Firefly III alternatives in Finance are ranked by recent ship velocity. Browse the "Firefly III alternatives" section above for the current picks, or visit /alternatives/firefly-iii for the full list with editorial commentary on each.