Anthropic Sdk Python Engineering Benchmarks

Anthropic · GitHub · Updated July 28, 2026

Anthropic Sdk Python delivery benchmarks are based on 1 merged pull requests in the last 30 days (21 all-time), with 0.0 hours median cycle time, 0.0 hours median review time, and 1 active contributors. AI-related signals appear on 0.0% of recent work. PR volume is down -50% compared to the prior period.

Median Cycle Time
0.0h
PR open to merge
Median Review Time
0.0h
first review to approval
AI-Related Signals
0.0%
directional signal across recent PRs
Watch Out Declining Cadence
-50%
PR volume down 50% vs prior period

Repo vs Anthropic Average

-20.3pp
AI Signals
-1.7h
Cycle Time
-0.1h
Review Time

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

274.9h
baseline

PR Breakdown

0 with signals / 1 total PRs

Top AI Tools

claude 1

PR Type Breakdown

unknown 1

Methodology

Metrics are computed from merged pull request data synced daily from GitHub. AI-related metrics are directional signals inferred from pull request activity patterns and heuristics. Summary metrics use a 30-day rolling window; trends use a 90-day window. Last updated 27 minutes ago.

Updated daily from public GitHub pull requests.

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