Parse Server Engineering Benchmarks
Backend-as-a-Service
GitHub
As of October 26, 2026, Parse Server has 558 merged pull requests, 0.9 hours median cycle time, 0.1 hours median review time, and 2 active contributors in the last 90 days. AI-related signals appear on 46.7% of recent work.
PRs with AI-related signals take 37% 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
11.6h
with signals
8.5h
baseline
36.5%
difference
AI-Related Signals
45.9%
50 of 109 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Parse Server flagship | 558 | 41.3% | 2.3h | 0.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 36 minutes ago.
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