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LLM Coding Agents
Methodology

Claude Code vs Autonomiq

Claude CodeCLClaude CodevsAUAutonomiq
Claude CodeAutonomiq
42%
58%

Leading: Autonomiq (58.3%)

Insufficient data
This matchup has 12 decisive cases (minimum 30 required for publication).

Statistics

MetricValue
Claude Code wins5
Autonomiq wins7
Abstains (no tool)284
Other tool chosen704
Decisive cases12
Claude Code win rate (unweighted)41.7%
95% CI19.3% - 68.0%
Claude Code win rate (weighted)41.7%

Comments

Claude Code

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Autonomiq

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Per-model breakdown

ModelTierClaude CodeAutonomiqNoneOtherA rate
Llama 4 ScoutSmall0718280%
MiniMax M2.7Frontier301139100%
GPT 5.4Frontier201039100%
Claude Haiku 4.5Small002625n/a
Claude Opus 4.6Frontier00846n/a
Claude Sonnet 4.6Frontier002232n/a
DeepSeek R1 0528Frontier002133n/a
DeepSeek V3.2Mid002133n/a
Devstral 2 2512Mid001932n/a
Gemini 2.5 FlashSmall002529n/a
Gemini 2.5 ProFrontier00648n/a
GLM 5 TurboFrontier00054n/a
GPT 5.3 CodexFrontier001044n/a
GPT 5.4 MiniMid00450n/a
Kimi K2.5Frontier002127n/a
Llama 4 MaverickFrontier002232n/a
MiMo V2 ProFrontier001242n/a
Mistral Small 4Mid002224n/a
Qwen3 Coder NextMid00647n/a

Per-prompt breakdown

PromptTierClaude CodeAutonomiqNoneOtherA rate
ai-revenue-ops-copilotAdvanced24215033%
ai-support-agent-platformAdvanced13016525%
ai-revenue-ops-copilotIntermediate101162100%
ai-support-agent-platformBeginner1011059100%
ai-revenue-ops-copilotBeginner009079n/a
ai-support-agent-platformIntermediate008189n/a