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AnthropicCoding · 24 charts · first seen Feb 2025 · latest Oct 6, 2026

Claude Code: charts and benchmarks

Every chart we tracked that shows Claude Code, from the lab itself and from the trackers people trust, with how far each one travelled.

All Anthropic models
Charts24
Views on them2.4M
Official12
Independent12
LatestOct 2026

Official charts from Anthropic

As published on X, Hugging Face, GitHub and their blog. Each card opens our own page for the chart.

Claude Code: AI Model Benchmark Comparison
OfficialX · AnthropicFeb 5, 2026
AI Model Benchmark Comparison751.8K views · 4.1K likes
Data
Claude Code: Plan usage limits
OfficialX · AnthropicSep 29, 2025
Plan usage limits159.7K views · 2.3K likes
Data
Claude Code: Claude Code turn duration over time
OfficialX · AnthropicFeb 18, 2026
Claude Code turn duration over time93.4K views · 395 likes
Data
Claude Code: Work session changes over seven months
OfficialX · AnthropicJun 16, 2026
Work session changes over seven months75.2K views · 287 likes
Data
Claude Code: Coding success by occupation
OfficialX · AnthropicJun 16, 2026
Coding success by occupation62.2K views · 198 likes
Data
Claude Code: Clarification and interruption rates by goal complexity
OfficialX · AnthropicFeb 18, 2026
Clarification and interruption rates by goal complexity25.5K views · 182 likes
Data
Claude Code: Claude Code interruption rate by experience
OfficialX · AnthropicFeb 18, 2026
Claude Code interruption rate by experience24.2K views · 138 likes
Data
Claude Code: AI Performance Metrics Comparison
OfficialX · AnthropicDec 2, 2025
AI Performance Metrics Comparison6.3K views · 63 likes
Data
Claude Code: Abstract Market Trend
OfficialBlog · AnthropicAug 20, 2025
Abstract Market Trend
Claude Code: Software engineering benchmark
OfficialBlog · AnthropicFeb 24, 2025
Software engineering benchmark
Claude Code: Agentic tool use
OfficialBlog · AnthropicFeb 24, 2025
Agentic tool use
Claude Code: Claude's evolution timeline
OfficialBlog · AnthropicFeb 24, 2025
Claude's evolution timeline

More charts that feature Claude Code

Benchmark trackers, other labs and researchers. Each card opens our own page for the chart.

Claude Code: Artificial Analysis Coding Agent Index
X · @ArtificialAnlysMay 22, 2026
Artificial Analysis Coding Agent Index534.1K views · 1.9K likes
Data
Claude Code: AI Coding Agent Cost vs Performance
X · @ArtificialAnlysJul 8, 2026
AI Coding Agent Cost vs Performance442.3K views · 1.4K likes
Data
Claude Code: Agentic coding runs on cache
X · @SemiAnalysis_Jul 8, 2026
Agentic coding runs on cache51.3K views · 286 likes
Data
Claude Code: CC-Bench: GLM-4.5's Experience with Agentic Coding in Real-world
X · @Zai_orgSep 1, 2025
CC-Bench: GLM-4.5's Experience with Agentic Coding in Real-world32.8K views · 182 likes
Data
Claude Code: Claude+ GitHub Commits Growth
X · @SemiAnalysis_May 18, 2026
Claude+ GitHub Commits Growth30.7K views · 216 likes
Data
Claude Code: Score by Benchmark on component benchmarks
X · @ArtificialAnlysJun 12, 2026
Score by Benchmark on component benchmarks23K views · 151 likes
Data
Claude Code: DeepSWE@1 Benchmark Score
X · @ArtificialAnlysJun 12, 2026
DeepSWE@1 Benchmark Score23K views · 151 likes
Data
Claude Code: Terminal pass@1 on Terminal-Bench v2
X · @ArtificialAnlysJun 12, 2026
Terminal pass@1 on Terminal-Bench v223K views · 151 likes
Data
Claude Code: SWE-Atlas-QnA Benchmark Scores
X · @ArtificialAnlysJun 12, 2026
SWE-Atlas-QnA Benchmark Scores23K views · 151 likes
Data
Claude Code: Artificial Analysis Coding Agent Index v1.1
X · @ArtificialAnlysSep 29, 2026
Artificial Analysis Coding Agent Index v1.110.7K views · 75 likes
Data
Claude Code: Artificial Analysis - DeepSWE 1.1
Blog · mistral.aiOct 6, 2026
Artificial Analysis - DeepSWE 1.1
Claude Code: Activity across models on OpenRouter
OpenRouter · openrouterAug 17, 2026
Activity across models on OpenRouter

Make it yours

Your numbers, in this benchmark bar chart.

Starts from the real numbers of "Where a researcher went wrong, could Claude have done better?" by Anthropic. Replace every number with yours before you post. Make one like this, step by step

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Questions people ask

What charts show Claude Code?

We hold 24 charts that show Claude Code, 12 of them published by Anthropic. The newest is "Artificial Analysis - DeepSWE 1.1" (Oct 6, 2026). Each card opens our own page for the chart.

Who publishes Claude Code benchmark charts?

Anthropic, @ArtificialAnlys, @SemiAnalysis_, @Zai_org, mistral.ai, openrouter