Appsmith Engineering Benchmarks
Internal Tools & Low-Code
GitHub
As of October 26, 2026, Appsmith has 584 merged pull requests, 17.4 hours median cycle time, 0.7 hours median review time, and 8 active contributors in the last 90 days. AI-related signals appear on 77.8% of recent work.
PRs with AI-related signals take 331% longer than the baseline.
Delivery Trend and AI Signals
PR Backlog (Humans)
Excludes AI agents and automation accounts.
PR Backlog (AI Agents)
AI coding agents only.
Cycle Time by AI-Related Signals
79.5h
with signals
18.5h
baseline
330.7%
difference
AI-Related Signals
69.1%
143 of 207 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Appsmith flagship | 584 | 72.0% | 27.8h | 2.9h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 41 minutes ago.
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