State Management

XState vs Convex

XSXStatevsCOConvex

XStateConvex

67%

33%

Leading: XState (66.7%)

Insufficient data

This matchup has 3 decisive cases (minimum 30 required for publication).

Statistics

Metric	Value
XState wins	2
Convex wins	1
Abstains (no tool)	447
Other tool chosen	3115
Decisive cases	3
XState win rate (unweighted)	66.7%
95% CI	20.8% - 93.9%
XState win rate (weighted)	66.7%

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XState

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Convex

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Per-model breakdown

Model	Tier	XState	Convex	None	Other	A rate
GPT 5.4 Mini	Mid	1	0	5	178	100%
Mistral Small 4	Mid	1	0	31	153	100%
DeepSeek V3.2	Mid	0	1	48	140	0%
Claude Haiku 4.5	Small	0	0	2	184	n/a
Claude Opus 4.6	Frontier	0	0	0	189	n/a
Claude Sonnet 4.6	Frontier	0	0	0	189	n/a
DeepSeek R1 0528	Frontier	0	0	79	110	n/a
Devstral 2 2512	Mid	0	0	19	169	n/a
Gemini 2.5 Flash	Small	0	0	28	161	n/a
Gemini 2.5 Pro	Frontier	0	0	6	183	n/a
GLM 5 Turbo	Frontier	0	0	36	153	n/a
GPT 5.3 Codex	Frontier	0	0	1	188	n/a
GPT 5.4	Frontier	0	0	0	189	n/a
Kimi K2.5	Frontier	0	0	9	174	n/a
Llama 4 Maverick	Frontier	0	0	29	160	n/a
Llama 4 Scout	Small	0	0	80	109	n/a
MiMo V2 Pro	Frontier	0	0	5	184	n/a
MiniMax M2.7	Frontier	0	0	2	182	n/a
Qwen3 Coder Next	Mid	0	0	67	120	n/a

Per-prompt breakdown

Prompt	Tier	XState	Convex	None	Other	A rate
fitness-tracking-app	Advanced	1	0	31	364	100%
project-management-tool	Advanced	1	0	105	285	100%
project-management-tool	Intermediate	0	1	108	286	0%
fitness-tracking-app	Beginner	0	0	29	367	n/a
fitness-tracking-app	Intermediate	0	0	22	377	n/a
project-management-tool	Beginner	0	0	101	297	n/a
weather-dashboard	Advanced	0	0	9	385	n/a
weather-dashboard	Beginner	0	0	35	364	n/a
weather-dashboard	Intermediate	0	0	7	390	n/a