Appsmith Engineering Benchmarks
Internal Tools & Low-Code
GitHub
As of September 11, 2026, Appsmith has 456 merged pull requests, 15.8 hours median cycle time, 0.3 hours median review time, and 10 active contributors in the last 90 days. AI-related signals appear on 80.1% of recent work.
PRs with AI-related signals take 220% 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
73.0h
with signals
22.8h
baseline
220.2%
difference
AI-Related Signals
68.2%
88 of 129 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Appsmith flagship | 456 | 61.7% | 3.6h | 0.5h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 35 minutes ago.
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