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CMS
Methodology

Contentlayer vs Confluence

COContentlayervsCOConfluence
ContentlayerConfluence
43%
57%

Leading: Confluence (57.4%)

Statistics

MetricValue
Contentlayer wins20
Confluence wins27
Abstains (no tool)197
Other tool chosen2930
Decisive cases47
Contentlayer win rate (unweighted)42.6%
95% CI29.5% - 56.7%
Contentlayer win rate (weighted)42.6%

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Contentlayer

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Confluence

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Per-model breakdown

ModelTierContentlayerConfluenceNoneOtherA rate
Llama 4 ScoutSmall12761294%
GPT 5.4 MiniMid807146100%
Mistral Small 4Mid600153100%
Claude Sonnet 4.6Frontier300165100%
Claude Haiku 4.5Small100167100%
Kimi K2.5Frontier108115100%
Claude Opus 4.6Frontier000126n/a
Claude Opus 4.8Frontier00042n/a
DeepSeek R1 0528Frontier0011156n/a
DeepSeek V3.2Mid006120n/a
DeepSeek V4 FlashMid00140n/a
DeepSeek V4 ProFrontier00636n/a
Devstral 2 2512Mid000156n/a
Gemini 2.5 FlashSmall000126n/a
Gemini 2.5 ProFrontier002165n/a
Gemini 3.5 FlashSmall00636n/a
GLM 5 TurboFrontier004184n/a
GLM 5.2Frontier00042n/a
GPT 5.3 CodexFrontier007157n/a
GPT 5.4Frontier000126n/a
GPT 5.5Frontier00042n/a
Kimi K2.7 CodeFrontier00536n/a
Llama 4 MaverickFrontier0026129n/a
MiMo V2 ProFrontier004122n/a
MiMo V2.5 ProFrontier00140n/a
MiniMax M2.7Frontier004120n/a
MiniMax M3Frontier00042n/a
Qwen3 Coder NextMid0056112n/a

Per-prompt breakdown

PromptTierContentlayerConfluenceNoneOtherA rate
documentation-siteAdvanced4141348922%
documentation-siteIntermediate2133047813%
documentation-siteBeginner140124392100%
blog-platform-cmsAdvanced0030498n/a
blog-platform-cmsBeginner000537n/a
blog-platform-cmsIntermediate000536n/a