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NATS vs Replicache

NANATSvsREReplicache
NATSReplicache
43%
57%

Leading: Replicache (57.1%)

Insufficient data
This matchup has 21 decisive cases (minimum 30 required for publication).

Statistics

MetricValue
NATS wins9
Replicache wins12
Abstains (no tool)54
Other tool chosen4720
Decisive cases21
NATS win rate (unweighted)42.9%
95% CI24.5% - 63.5%
NATS win rate (weighted)42.9%

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NATS

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Replicache

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Per-model breakdown

ModelTierNATSReplicacheNoneOtherA rate
Claude Opus 4.6Frontier900188100%
Claude Haiku 4.5Small0802370%
Gemini 3.5 FlashSmall040500%
Claude Opus 4.8Frontier00054n/a
Claude Sonnet 4.6Frontier000252n/a
DeepSeek R1 0528Frontier0040211n/a
DeepSeek V3.2Mid001197n/a
DeepSeek V4 FlashMid00052n/a
DeepSeek V4 ProFrontier00152n/a
Devstral 2 2512Mid000243n/a
Gemini 2.5 FlashSmall000198n/a
Gemini 2.5 ProFrontier000252n/a
GLM 5 TurboFrontier003195n/a
GLM 5.2Frontier00054n/a
GPT 5.3 CodexFrontier000252n/a
GPT 5.4Frontier000195n/a
GPT 5.4 MiniMid004244n/a
GPT 5.5Frontier00054n/a
Kimi K2.5Frontier005191n/a
Kimi K2.7 CodeFrontier00054n/a
Llama 4 MaverickFrontier000249n/a
Llama 4 ScoutSmall000248n/a
MiMo V2 ProFrontier000197n/a
MiMo V2.5 ProFrontier00054n/a
MiniMax M2.7Frontier000196n/a
MiniMax M3Frontier00054n/a
Mistral Small 4Mid000247n/a
Qwen3 Coder NextMid000250n/a

Per-prompt breakdown

PromptTierNATSReplicacheNoneOtherA rate
project-management-toolAdvanced01205220%
social-media-platformAdvanced604523100%
chat-applicationAdvanced301528100%
chat-applicationIntermediate008527n/a
chat-applicationBeginner004530n/a
project-management-toolBeginner007528n/a
project-management-toolIntermediate003531n/a
social-media-platformBeginner0022505n/a
social-media-platformIntermediate005526n/a