Leading: Arize Phoenix (50.5%)
| Metric | Value |
|---|---|
| Weights & Biases wins | 47 |
| Arize Phoenix wins | 48 |
| Abstains (no tool) | 129 |
| Other tool chosen | 3781 |
| Decisive cases | 95 |
| Weights & Biases win rate (unweighted) | 49.5% |
| 95% CI | 39.6% - 59.4% |
| Weights & Biases win rate (weighted) | 49.5% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Weights & Biases | Arize Phoenix | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Scout | Small | 23 | 0 | 29 | 146 | 100% |
| Qwen3 Coder Next | Mid | 0 | 19 | 2 | 188 | 0% |
| MiniMax M2.7 | Frontier | 0 | 15 | 3 | 106 | 0% |
| Devstral 2 2512 | Mid | 10 | 3 | 25 | 142 | 77% |
| DeepSeek R1 0528 | Frontier | 7 | 0 | 2 | 201 | 100% |
| Mistral Small 4 | Mid | 0 | 7 | 3 | 195 | 0% |
| Gemini 2.5 Flash | Small | 6 | 0 | 1 | 119 | 100% |
| DeepSeek V3.2 | Mid | 0 | 2 | 0 | 124 | 0% |
| MiMo V2.5 Pro | Frontier | 1 | 0 | 6 | 77 | 100% |
| Gemini 3.5 Flash | Small | 0 | 1 | 1 | 82 | 0% |
| GPT 5.4 Mini | Mid | 0 | 1 | 5 | 204 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 3 | 203 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 126 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 7 | 77 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 7 | 203 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 4 | 79 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 1 | 83 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 6 | 204 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 0 | 126 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 84 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 210 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 126 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 3 | 81 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 4 | 110 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 0 | 83 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 14 | 195 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 2 | 124 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 1 | 83 | n/a |
| Prompt | Tier | Weights & Biases | Arize Phoenix | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-support-agent-platform | Advanced | 10 | 8 | 1 | 514 | 56% |
| ai-revenue-ops-copilot | Advanced | 8 | 9 | 2 | 508 | 47% |
| ai-revenue-ops-copilot | Beginner | 10 | 5 | 30 | 491 | 67% |
| ai-engineering-workflow | Intermediate | 9 | 3 | 0 | 125 | 75% |
| ai-engineering-workflow | Advanced | 4 | 7 | 0 | 124 | 36% |
| ai-support-agent-platform | Intermediate | 2 | 8 | 1 | 524 | 20% |
| ai-revenue-ops-copilot | Intermediate | 4 | 5 | 1 | 512 | 44% |
| ai-support-agent-platform | Beginner | 0 | 3 | 17 | 511 | 0% |
| ai-agent-application | Advanced | 0 | 0 | 0 | 136 | n/a |
| ai-agent-application | Beginner | 0 | 0 | 21 | 117 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 136 | n/a |
| ai-engineering-workflow | Beginner | 0 | 0 | 55 | 83 | n/a |
