Parse Server Engineering Benchmarks
Backend-as-a-Service
GitHub
As of September 10, 2026, Parse Server has 457 merged pull requests, 0.7 hours median cycle time, 0.1 hours median review time, and 3 active contributors in the last 90 days. AI-related signals appear on 47.0% of recent work.
PRs with AI-related signals take 133% 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
29.4h
with signals
12.6h
baseline
133.1%
difference
AI-Related Signals
55.8%
24 of 43 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Parse Server flagship | 457 | 12.5% | 2.2h | 0.3h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 42 minutes ago.
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