| Metric | Value |
|---|---|
| Promptfoo wins | 22 |
| LlamaIndex wins | 30 |
| Abstains (no tool) | 90 |
| Other tool chosen | 2302 |
| Decisive cases | 52 |
| Promptfoo win rate (unweighted) | 42.3% |
| 95% CI | 29.9% - 55.8% |
| Promptfoo win rate (weighted) | 42.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Promptfoo | LlamaIndex | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Scout | Small | 0 | 30 | 4 | 87 | 0% |
| Mistral Small 4 | Mid | 7 | 0 | 1 | 116 | 100% |
| MiMo V2 Pro | Frontier | 6 | 0 | 8 | 118 | 100% |
| GLM 5 Turbo | Frontier | 5 | 0 | 19 | 108 | 100% |
| GPT 5.4 Mini | Mid | 2 | 0 | 3 | 127 | 100% |
| Kimi K2.5 | Frontier | 2 | 0 | 3 | 114 | 100% |
| Claude Haiku 4.5 | Small | 0 | 0 | 1 | 124 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 132 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 132 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 7 | 125 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 22 | 106 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 4 | 121 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 1 | 126 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 9 | 123 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 132 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 132 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 0 | 127 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 5 | 124 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 3 | 128 | n/a |
| Prompt | Tier | Promptfoo | LlamaIndex | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Intermediate | 6 | 6 | 4 | 388 | 50% |
| ai-support-agent-platform | Intermediate | 5 | 7 | 5 | 392 | 42% |
| ai-revenue-ops-copilot | Advanced | 6 | 3 | 2 | 389 | 67% |
| ai-revenue-ops-copilot | Beginner | 4 | 4 | 10 | 392 | 50% |
| ai-support-agent-platform | Beginner | 0 | 6 | 64 | 341 | 0% |
| ai-support-agent-platform | Advanced | 1 | 4 | 5 | 400 | 20% |
