Leading: AI SDK (52.9%)
| Metric | Value |
|---|---|
| GCP Vertex AI wins | 33 |
| AI SDK wins | 37 |
| Abstains (no tool) | 103 |
| Other tool chosen | 3345 |
| Decisive cases | 70 |
| GCP Vertex AI win rate (unweighted) | 47.1% |
| 95% CI | 35.9% - 58.7% |
| GCP Vertex AI win rate (weighted) | 47.1% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | GCP Vertex AI | AI SDK | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | Small | 26 | 0 | 0 | 100 | 100% |
| Devstral 2 2512 | Mid | 7 | 18 | 12 | 125 | 28% |
| GLM 5 Turbo | Frontier | 0 | 13 | 2 | 110 | 0% |
| DeepSeek V4 Flash | Mid | 0 | 3 | 8 | 48 | 0% |
| DeepSeek V3.2 | Mid | 0 | 1 | 0 | 124 | 0% |
| GLM 5.2 | Frontier | 0 | 1 | 1 | 61 | 0% |
| MiniMax M2.7 | Frontier | 0 | 1 | 0 | 113 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 188 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 126 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 62 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 189 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 18 | 168 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 9 | 54 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 1 | 187 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 1 | 60 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 0 | 188 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 126 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 1 | 186 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 57 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 1 | 112 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 2 | 59 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 21 | 163 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 7 | 172 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 0 | 124 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 4 | 58 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 62 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 14 | 138 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 1 | 185 | n/a |
| Prompt | Tier | GCP Vertex AI | AI SDK | None | Other | A rate |
|---|---|---|---|---|---|---|
| ai-revenue-ops-copilot | Advanced | 18 | 0 | 3 | 493 | 100% |
| ai-support-agent-platform | Beginner | 0 | 17 | 1 | 490 | 0% |
| ai-support-agent-platform | Intermediate | 0 | 14 | 0 | 517 | 0% |
| ai-support-agent-platform | Advanced | 7 | 4 | 1 | 517 | 64% |
| ai-revenue-ops-copilot | Beginner | 8 | 2 | 0 | 492 | 80% |
| ai-agent-application | Advanced | 0 | 0 | 22 | 113 | n/a |
| ai-agent-application | Beginner | 0 | 0 | 39 | 99 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 36 | 96 | n/a |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 1 | 528 | n/a |
