Stigg
Stigg adds credit reservation and settlement for AI operations days after its agent SDK.
Comparison · Finance
Firefly III vs Puzzle
A side-by-side editorial comparison of Firefly III and Puzzle — release velocity, themes, recent moves, and the top alternatives to consider.
Firefly III vs Puzzle: at a glance
| Feature | Firefly III | Puzzle |
|---|---|---|
| Sector | Finance | Finance |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | personal finance, self-hosted, pre-release, open source | accounting, ai-bookkeeping, runway, release-notes-gap |
| Last editorial update | 23h ago | 5mo ago |
| Website | Visit → | — |
What is Firefly III?
Firefly III ships seven develop builds in six days, still with no changelog attached.
Firefly III's feed is all automated develop pre-releases: seven builds between Oct 21 and 26, three of them on Oct 24 alone. None of them carries a changelog. Some are boilerplate warnings, others a single bot line. There has been no stable release in the visible window, so users can't tell from the feed what is changing.
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.
Firefly III vs Puzzle: editorial side-by-side
Firefly III
5.0FINANCE
Firefly III ships seven develop builds in six days, still with no changelog attached.
◆ Current state
Firefly III's feed is all automated develop pre-releases: seven builds between Oct 21 and 26, three of them on Oct 24 alone. None of them carries a changelog. Some are boilerplate warnings, others a single bot line. There has been no stable release in the visible window, so users can't tell from the feed what is changing.
◆ Where it's heading
The cadence points to active work toward a next stable release, but the project leaves the record in changelog.md rather than in releases. Until a tagged stable lands, the feed measures commit activity rather than shipped features.
◆ Prediction
What's unclear is when the next stable release lands; the entries give no version target or feature list to anchor a prediction.
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.
Alternatives to Firefly III and Puzzle
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 Firefly III or Puzzle.
InvoiceShelf
InvoiceShelf 3.0 alphas add bills and suppliers, moving it from invoicing into payables.
Shift4
Shift4 starts its Q4 venue rollout in canary while Customer Hub adds enterprise modifiers.
GOAT.tax
GOAT.tax adds Form 6765 Section G reporting for large R&D credit filers.
Kill Bill
Kill Bill keeps two release lines alive with small invoice-template changes.
Zluri
Zluri is turning SaaS management into identity governance, and Segregation of Duties is the pivot.
See all Firefly III alternatives → · See all Puzzle alternatives →
Recent activity from Firefly III and Puzzle
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoFirefly IIIFirefly III develop build 2026-10-28.1
- 1d agoFirefly IIIFirefly III develop build 2026-10-28
- 3d agoFirefly IIIFirefly III develop build 2026-10-26
- 4d agoFirefly IIIFirefly III develop build 2026-10-25
- 4d agoFirefly IIIFirefly III develop build 2026-10-24.2
- 4d agoFirefly IIIFirefly III develop build 2026-10-24.1
- 6mo agoPuzzleFeatures
- 6mo 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 Firefly III and Puzzle?
They serve adjacent needs but don't currently overlap on shipped themes. Firefly III and Puzzle 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 Firefly III better than Puzzle?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Firefly III and Puzzle 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 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.
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.