| Metric | Value |
|---|---|
| Temporal wins | 32 |
| Inngest wins | 54 |
| Abstains (no tool) | 3 |
| Other tool chosen | 263 |
| Decisive cases | 86 |
| Temporal win rate (unweighted) | 37.2% |
| 95% CI | 27.7% - 47.8% |
| Temporal win rate (weighted) | 37.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Temporal | Inngest | None | Other | A rate |
|---|---|---|---|---|---|---|
| MiniMax M3 | Frontier | 0 | 18 | 0 | 3 | 0% |
| GLM 5.2 | Frontier | 3 | 10 | 0 | 8 | 23% |
| Kimi K2.7 Code | Frontier | 2 | 8 | 0 | 9 | 20% |
| GPT 5.5 | Frontier | 5 | 4 | 0 | 7 | 56% |
| GPT 5.3 Codex | Frontier | 7 | 1 | 0 | 13 | 88% |
| Claude Haiku 4.5 | Small | 7 | 0 | 0 | 14 | 100% |
| DeepSeek V4 Pro | Frontier | 0 | 6 | 0 | 15 | 0% |
| Mistral Small 4 | Mid | 5 | 0 | 0 | 9 | 100% |
| Gemini 3.5 Flash | Small | 3 | 2 | 0 | 16 | 60% |
| Gemini 2.5 Pro | Frontier | 0 | 2 | 2 | 15 | 0% |
| GPT 5.4 Mini | Mid | 0 | 2 | 1 | 14 | 0% |
| DeepSeek V4 Flash | Mid | 0 | 1 | 0 | 12 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 21 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 20 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 0 | 20 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 0 | 12 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 0 | 9 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 0 | 11 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 0 | 21 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 0 | 14 | n/a |
| Prompt | Tier | Temporal | Inngest | None | Other | A rate |
|---|---|---|---|---|---|---|
| full-stack-web-app | Advanced | 32 | 8 | 2 | 68 | 80% |
| full-stack-web-app | Beginner | 0 | 27 | 0 | 95 | 0% |
| full-stack-web-app | Intermediate | 0 | 19 | 1 | 100 | 0% |
