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Parse Server Engineering Benchmarks

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As of June 3, 2026, Parse Server has 407 merged pull requests, 0.6 hours median cycle time, 0.1 hours median review time, and 3 active contributors in the last 90 days. AI-related signals appear on 48.9% of recent work.

PRs with AI-related signals take 64% 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

2.4h
with signals
1.5h
baseline
64.2%
difference

AI-Related Signals

56.8%
154 of 271 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Parse Server flagship 407 12.5% 7.7h 0.1h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 18 minutes ago.

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