Preseason
MatchesRankingsPrompts
GitHub
Preseason
MatchesRankingsPromptsMethodologyContact

© 2026 Preseason. All rights reserved.

PrivacyTerms
@betocmn
CMS
Methodology

Wagtail vs Contentlayer

WAWagtailvsCOContentlayer
WagtailContentlayer
49%
51%

Leading: Contentlayer (51.3%)

Statistics

MetricValue
Wagtail wins19
Contentlayer wins20
Abstains (no tool)197
Other tool chosen2938
Decisive cases39
Wagtail win rate (unweighted)48.7%
95% CI33.9% - 63.8%
Wagtail win rate (weighted)48.7%

Comments

Wagtail

No comments yet

Verified critics can leave comments here.

Contentlayer

No comments yet

Verified critics can leave comments here.

Per-model breakdown

ModelTierWagtailContentlayerNoneOtherA rate
Claude Opus 4.6Frontier1600110100%
GPT 5.4 MiniMid0871460%
Mistral Small 4Mid0601530%
Claude Sonnet 4.6Frontier0301650%
GPT 5.3 CodexFrontier207155100%
MiMo V2 ProFrontier104121100%
Claude Haiku 4.5Small0101670%
Kimi K2.5Frontier0181150%
Llama 4 ScoutSmall0161560%
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 5.4Frontier000126n/a
GPT 5.5Frontier00042n/a
Kimi K2.7 CodeFrontier00536n/a
Llama 4 MaverickFrontier0026129n/a
MiMo V2.5 ProFrontier00140n/a
MiniMax M2.7Frontier004120n/a
MiniMax M3Frontier00042n/a
Qwen3 Coder NextMid0056112n/a

Per-prompt breakdown

PromptTierWagtailContentlayerNoneOtherA rate
blog-platform-cmsAdvanced19030479100%
documentation-siteBeginner0141243920%
documentation-siteAdvanced04135030%
documentation-siteIntermediate02304910%
blog-platform-cmsBeginner000537n/a
blog-platform-cmsIntermediate000536n/a