Leading: Ghost (50.4%)
| Metric | Value |
|---|---|
| Google Cloud Platform (GCP) wins | 140 |
| Ghost wins | 142 |
| Abstains (no tool) | 282 |
| Other tool chosen | 20641 |
| Decisive cases | 282 |
| Google Cloud Platform (GCP) win rate (unweighted) | 49.6% |
| 95% CI | 43.9% - 55.4% |
| Google Cloud Platform (GCP) win rate (weighted) | 49.6% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Google Cloud Platform (GCP) | Ghost | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Flash | Small | 48 | 0 | 33 | 1038 | 100% |
| Devstral 2 2512 | Mid | 30 | 17 | 20 | 1052 | 64% |
| Gemini 2.5 Pro | Frontier | 8 | 19 | 14 | 1081 | 30% |
| GLM 5 Turbo | Frontier | 1 | 26 | 50 | 1045 | 4% |
| Claude Opus 4.6 | Frontier | 0 | 22 | 0 | 1100 | 0% |
| Claude Sonnet 4.6 | Frontier | 0 | 22 | 1 | 1099 | 0% |
| MiniMax M2.7 | Frontier | 16 | 5 | 8 | 1085 | 76% |
| MiMo V2 Pro | Frontier | 3 | 15 | 20 | 1083 | 17% |
| Llama 4 Maverick | Frontier | 9 | 6 | 1 | 1106 | 60% |
| Llama 4 Scout | Small | 12 | 0 | 36 | 1070 | 100% |
| DeepSeek R1 0528 | Frontier | 7 | 0 | 7 | 1105 | 100% |
| GPT 5.4 | Frontier | 0 | 6 | 0 | 1115 | 0% |
| GPT 5.3 Codex | Frontier | 3 | 2 | 0 | 1115 | 60% |
| Mistral Small 4 | Mid | 2 | 0 | 10 | 1093 | 100% |
| GPT 5.4 Mini | Mid | 1 | 0 | 14 | 1098 | 100% |
| DeepSeek V3.2 | Mid | 0 | 1 | 21 | 1095 | 0% |
| Qwen3 Coder Next | Mid | 0 | 1 | 23 | 1096 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 1 | 1094 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 23 | 1071 | n/a |
| Prompt | Tier | Google Cloud Platform (GCP) | Ghost | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Beginner | 0 | 130 | 1 | 285 | 0% |
| social-media-platform | Advanced | 25 | 0 | 8 | 383 | 100% |
| ai-revenue-ops-copilot | Beginner | 24 | 0 | 2 | 384 | 100% |
| chat-application | Intermediate | 20 | 0 | 4 | 394 | 100% |
| ai-revenue-ops-copilot | Advanced | 14 | 0 | 15 | 365 | 100% |
| chat-application | Advanced | 12 | 0 | 13 | 392 | 100% |
| blog-platform-cms | Intermediate | 0 | 12 | 1 | 403 | 0% |
| fitness-tracking-app | Beginner | 11 | 0 | 3 | 401 | 100% |
| ai-support-agent-platform | Advanced | 9 | 0 | 2 | 397 | 100% |
| fitness-tracking-app | Advanced | 5 | 0 | 4 | 406 | 100% |
| restaurant-reservation-system | Advanced | 4 | 0 | 3 | 411 | 100% |
| chat-application | Beginner | 3 | 0 | 0 | 412 | 100% |
| url-shortener | Advanced | 3 | 0 | 2 | 412 | 100% |
| project-management-tool | Advanced | 2 | 0 | 21 | 393 | 100% |
| social-media-platform | Intermediate | 2 | 0 | 1 | 414 | 100% |
| ai-support-agent-platform | Intermediate | 1 | 0 | 2 | 414 | 100% |
| blog-platform-cms | Advanced | 1 | 0 | 6 | 409 | 100% |
| ecommerce-store | Advanced | 1 | 0 | 5 | 411 | 100% |
| job-board | Advanced | 1 | 0 | 3 | 414 | 100% |
| multi-tenant-crm | Advanced | 1 | 0 | 15 | 402 | 100% |
| saas-application | Advanced | 1 | 0 | 21 | 395 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 2 | 407 | n/a |
| ai-support-agent-platform | Beginner | 0 | 0 | 6 | 407 | n/a |
| documentation-site | Intermediate | 0 | 0 | 12 | 405 | n/a |
| documentation-site | Advanced | 0 | 0 | 0 | 416 | n/a |
| documentation-site | Beginner | 0 | 0 | 11 | 407 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 3 | 415 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 18 | 398 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 1 | 417 | n/a |
| job-board | Beginner | 0 | 0 | 1 | 417 | n/a |
| job-board | Intermediate | 0 | 0 | 1 | 417 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 36 | 381 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 2 | 409 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 4 | 412 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 403 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 3 | 414 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 417 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 4 | 411 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 413 | n/a |
| real-estate-website | Beginner | 0 | 0 | 2 | 416 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 418 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 2 | 416 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 0 | 418 | n/a |
| saas-application | Beginner | 0 | 0 | 1 | 417 | n/a |
| saas-application | Intermediate | 0 | 0 | 4 | 414 | n/a |
| social-media-platform | Beginner | 0 | 0 | 8 | 410 | n/a |
| url-shortener | Beginner | 0 | 0 | 5 | 413 | n/a |
| url-shortener | Intermediate | 0 | 0 | 2 | 414 | n/a |
| weather-dashboard | Advanced | 0 | 0 | 0 | 414 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 3 | 415 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 2 | 413 | n/a |
