Leading: Promptfoo (59.6%)
| Metric | Value |
|---|---|
| Arize Phoenix wins | 21 |
| Promptfoo wins | 31 |
| Abstains (no tool) | 105 |
| Other tool chosen | 2518 |
| Decisive cases | 52 |
| Arize Phoenix win rate (unweighted) | 40.4% |
| 95% CI | 28.2% - 53.9% |
| Arize Phoenix win rate (weighted) | 40.4% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Arize Phoenix | Promptfoo | None | Other | A rate |
|---|---|---|---|---|---|---|
| Mistral Small 4 | Mid | 2 | 7 | 2 | 125 | 22% |
| Qwen3 Coder Next | Mid | 8 | 0 | 3 | 130 | 100% |
| GPT 5.4 Mini | Mid | 4 | 2 | 3 | 134 | 67% |
| MiMo V2 Pro | Frontier | 0 | 6 | 8 | 118 | 0% |
| MiniMax M2.7 | Frontier | 5 | 0 | 5 | 119 | 100% |
| GLM 5 Turbo | Frontier | 0 | 5 | 19 | 108 | 0% |
| Llama 4 Scout | Small | 2 | 0 | 7 | 122 | 100% |
| Gemini 3.5 Flash | Small | 0 | 2 | 1 | 9 | 0% |
| Kimi K2.5 | Frontier | 0 | 2 | 3 | 114 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 2 | 1 | 9 | 0% |
| MiMo V2.5 Pro | Frontier | 0 | 2 | 0 | 10 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 1 | 1 | 10 | 0% |
| DeepSeek V4 Pro | Frontier | 0 | 1 | 1 | 10 | 0% |
| GLM 5.2 | Frontier | 0 | 1 | 0 | 11 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 1 | 136 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 132 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 1 | 143 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 7 | 137 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 22 | 106 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 1 | 11 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 6 | 129 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 1 | 126 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 9 | 135 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 144 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 132 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 12 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 2 | 135 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 1 | 11 | n/a |
| Prompt | Tier | Arize Phoenix | Promptfoo | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Beginner | 6 | 4 | 10 | 410 | 60% |
| ai-revenue-ops-copilot | Advanced | 4 | 6 | 2 | 407 | 40% |
| ai-support-agent-platform | Beginner | 7 | 2 | 66 | 356 | 78% |
| ai-revenue-ops-copilot | Intermediate | 3 | 6 | 4 | 411 | 33% |
| ai-support-agent-platform | Intermediate | 1 | 5 | 5 | 417 | 17% |
| ai-engineering-workflow | Beginner | 0 | 3 | 8 | 9 | 0% |
| ai-engineering-workflow | Intermediate | 0 | 2 | 0 | 15 | 0% |
| ai-agent-application | Intermediate | 0 | 1 | 0 | 19 | 0% |
| ai-engineering-workflow | Advanced | 0 | 1 | 0 | 17 | 0% |
| ai-support-agent-platform | Advanced | 0 | 1 | 5 | 424 | 0% |
| ai-agent-application | Advanced | 0 | 0 | 0 | 18 | n/a |
| ai-agent-application | Beginner | 0 | 0 | 5 | 15 | n/a |
