Appsmith Engineering Benchmarks
Internal Tools & Low-Code
GitHub
As of July 27, 2026, Appsmith has 376 merged pull requests, 18.2 hours median cycle time, 0.2 hours median review time, and 10 active contributors in the last 90 days. AI-related signals appear on 86.5% of recent work.
PRs with AI-related signals take 122% 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
54.7h
with signals
24.6h
baseline
122.0%
difference
AI-Related Signals
83.8%
83 of 99 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Appsmith flagship | 376 | 70.7% | 22.4h | 2.6h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 37 minutes ago.
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