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Methodology

Ghost vs Contentful

GhostGHGhostvsContentfulCOContentful
GhostContentful
48%
52%

Leading: Contentful (52.2%)

Statistics

MetricValue
Ghost wins133
Contentful wins145
Abstains (no tool)56
Other tool chosen562
Decisive cases278
Ghost win rate (unweighted)47.8%
95% CI42.0% - 53.7%
Ghost win rate (weighted)47.8%

Comments

Ghost

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Contentful

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Per-model breakdown

ModelTierGhostContentfulNoneOtherA rate
Gemini 2.5 FlashSmall142101340%
Llama 4 ScoutSmall21112295%
Gemini 2.5 ProFrontier14812564%
Mistral Small 4Mid81102542%
Devstral 2 2512Mid9803153%
Llama 4 MaverickFrontier15181894%
MiniMax M2.7Frontier11542869%
Claude Opus 4.6Frontier8803250%
MiMo V2 ProFrontier6803443%
Qwen3 Coder NextMid212151914%
GLM 5 TurboFrontier103171877%
GPT 5.4Frontier6703546%
DeepSeek R1 0528Frontier0123330%
Claude Haiku 4.5Small0110370%
DeepSeek V3.2Mid1923610%
GPT 5.3 CodexFrontier0102350%
GPT 5.4 MiniMid0101360%
Claude Sonnet 4.6Frontier80040100%
Kimi K2.5Frontier00245n/a

Per-prompt breakdown

PromptTierGhostContentfulNoneOtherA rate
blog-platform-cmsBeginner901304987%
documentation-siteAdvanced0654780%
blog-platform-cmsIntermediate357011083%
documentation-siteIntermediate03812960%
blog-platform-cmsAdvanced819811630%
documentation-siteBeginner03321130%