| Metric | Value |
|---|---|
| LlamaIndex wins | 7 |
| Google Cloud Platform (GCP) wins | 7 |
| Abstains (no tool) | 19 |
| Other tool chosen | 2568 |
| Decisive cases | 14 |
| LlamaIndex win rate (unweighted) | 50.0% |
| 95% CI | 26.8% - 73.2% |
| LlamaIndex win rate (weighted) | 50.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | LlamaIndex | Google Cloud Platform (GCP) | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Scout | Small | 4 | 5 | 2 | 125 | 44% |
| Devstral 2 2512 | Mid | 3 | 0 | 2 | 132 | 100% |
| Llama 4 Maverick | Frontier | 0 | 2 | 3 | 131 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 140 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 132 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 8 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 141 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 2 | 136 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 0 | 131 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 0 | 9 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 1 | 8 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 0 | 132 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 2 | 139 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 0 | 8 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 2 | 129 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 9 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 141 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 132 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 1 | 140 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 7 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 1 | 117 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 0 | 9 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 0 | 130 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 0 | 9 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 0 | 120 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 9 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 2 | 107 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 1 | 137 | n/a |
| Prompt | Tier | LlamaIndex | Google Cloud Platform (GCP) | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Beginner | 0 | 7 | 0 | 400 | 0% |
| ai-support-agent-platform | Beginner | 4 | 0 | 1 | 413 | 100% |
| ai-support-agent-platform | Intermediate | 3 | 0 | 0 | 431 | 100% |
| ai-agent-application | Intermediate | 0 | 0 | 5 | 12 | n/a |
| ai-agent-application | Advanced | 0 | 0 | 3 | 17 | n/a |
| ai-agent-application | Beginner | 0 | 0 | 5 | 15 | n/a |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 1 | 431 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 3 | 419 | n/a |
| ai-support-agent-platform | Advanced | 0 | 0 | 1 | 430 | n/a |
