State Management

XState vs Remix

XStateRemix

50%

Insufficient data

This matchup has 4 decisive cases (minimum 30 required for publication).

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Model	Tier	XState	Remix	None	Other	A rate
Qwen3 Coder Next	Mid	0	2	90	159	0%
GPT 5.4 Mini	Mid	1	0	7	238	100%
Mistral Small 4	Mid	1	0	43	204	100%
Claude Haiku 4.5	Small	0	0	4	245	n/a
Claude Opus 4.6	Frontier	0	0	0	189	n/a
Claude Opus 4.8	Frontier	0	0	2	61	n/a
Claude Sonnet 4.6	Frontier	0	0	0	252	n/a
DeepSeek R1 0528	Frontier	0	0	109	143	n/a
DeepSeek V3.2	Mid	0	0	49	140	n/a
DeepSeek V4 Flash	Mid	0	0	2	60	n/a
DeepSeek V4 Pro	Frontier	0	0	7	55	n/a
Devstral 2 2512	Mid	0	0	26	206	n/a
Gemini 2.5 Flash	Small	0	0	29	160	n/a
Gemini 2.5 Pro	Frontier	0	0	7	245	n/a
Gemini 3.5 Flash	Small	0	0	2	61	n/a
GLM 5 Turbo	Frontier	0	0	38	151	n/a
GLM 5.2	Frontier	0	0	0	63	n/a
GPT 5.3 Codex	Frontier	0	0	2	250	n/a
GPT 5.4	Frontier	0	0	0	189	n/a
GPT 5.5	Frontier	0	0	2	61	n/a
Kimi K2.5	Frontier	0	0	8	175	n/a
Kimi K2.7 Code	Frontier	0	0	0	63	n/a
Llama 4 Maverick	Frontier	0	0	38	214	n/a
Llama 4 Scout	Small	0	0	100	152	n/a
MiMo V2 Pro	Frontier	0	0	6	183	n/a
MiMo V2.5 Pro	Frontier	0	0	2	61	n/a
MiniMax M2.7	Frontier	0	0	2	182	n/a
MiniMax M3	Frontier	0	0	0	63	n/a

Prompt	Tier	XState	Remix	None	Other	A rate
weather-dashboard	Advanced	0	2	12	520	0%
fitness-tracking-app	Advanced	1	0	39	493	100%
project-management-tool	Advanced	1	0	131	397	100%
fitness-tracking-app	Intermediate	0	0	26	511	n/a
fitness-tracking-app	Beginner	0	0	37	496	n/a
project-management-tool	Beginner	0	0	129	407	n/a
project-management-tool	Intermediate	0	0	144	389	n/a
weather-dashboard	Beginner	0	0	50	485	n/a
weather-dashboard	Intermediate	0	0	7	527	n/a