Leading: Datadog (52.8%)
| Metric | Value |
|---|---|
| Arize Phoenix wins | 17 |
| Datadog wins | 19 |
| Abstains (no tool) | 22 |
| Other tool chosen | 951 |
| Decisive cases | 36 |
| Arize Phoenix win rate (unweighted) | 47.2% |
| 95% CI | 32.0% - 63.0% |
| Arize Phoenix win rate (weighted) | 47.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Arize Phoenix | Datadog | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | Small | 0 | 17 | 0 | 36 | 0% |
| MiniMax M2.7 | Frontier | 8 | 0 | 1 | 44 | 100% |
| Qwen3 Coder Next | Mid | 6 | 0 | 1 | 47 | 100% |
| Mistral Small 4 | Mid | 2 | 0 | 0 | 50 | 100% |
| GPT 5.4 Mini | Mid | 1 | 0 | 1 | 52 | 100% |
| Claude Haiku 4.5 | Small | 0 | 1 | 0 | 53 | 0% |
| DeepSeek V3.2 | Mid | 0 | 1 | 0 | 53 | 0% |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 54 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 54 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 1 | 53 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 8 | 42 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 4 | 50 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 0 | 54 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 54 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 54 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 1 | 47 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 0 | 54 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 5 | 46 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 0 | 54 | n/a |
| Prompt | Tier | Arize Phoenix | Datadog | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-support-agent-platform | Advanced | 4 | 6 | 0 | 161 | 40% |
| ai-revenue-ops-copilot | Beginner | 4 | 5 | 15 | 146 | 44% |
| ai-revenue-ops-copilot | Advanced | 2 | 7 | 1 | 154 | 22% |
| ai-support-agent-platform | Intermediate | 3 | 0 | 1 | 167 | 100% |
| ai-support-agent-platform | Beginner | 2 | 1 | 5 | 161 | 67% |
| ai-revenue-ops-copilot | Intermediate | 2 | 0 | 0 | 162 | 100% |
