| Metric | Value |
|---|---|
| Apigee wins | 71 |
| Postman wins | 78 |
| Abstains (no tool) | 569 |
| Other tool chosen | 3898 |
| Decisive cases | 149 |
| Apigee win rate (unweighted) | 47.7% |
| 95% CI | 39.8% - 55.6% |
| Apigee win rate (weighted) | 47.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Apigee | Postman | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Maverick | Frontier | 40 | 32 | 4 | 175 | 56% |
| Llama 4 Scout | Small | 27 | 8 | 11 | 181 | 77% |
| Mistral Small 4 | Mid | 0 | 11 | 6 | 212 | 0% |
| Gemini 2.5 Flash | Small | 3 | 6 | 35 | 203 | 33% |
| GPT 5.4 Mini | Mid | 0 | 8 | 12 | 203 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 5 | 16 | 229 | 0% |
| DeepSeek V3.2 | Mid | 0 | 3 | 27 | 215 | 0% |
| MiMo V2 Pro | Frontier | 1 | 1 | 26 | 223 | 50% |
| Claude Haiku 4.5 | Small | 0 | 2 | 15 | 219 | 0% |
| Devstral 2 2512 | Mid | 0 | 1 | 37 | 205 | 0% |
| GPT 5.4 | Frontier | 0 | 1 | 21 | 225 | 0% |
| Claude Opus 4.6 | Frontier | 0 | 0 | 11 | 241 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 5 | 246 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 54 | 197 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 141 | 110 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 9 | 241 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 33 | 203 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 27 | 207 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 79 | 163 | n/a |
| Prompt | Tier | Apigee | Postman | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 39 | 3 | 30 | 322 | 93% |
| url-shortener | Intermediate | 0 | 25 | 65 | 296 | 0% |
| ai-revenue-ops-copilot | Advanced | 12 | 12 | 68 | 282 | 50% |
| ai-revenue-ops-copilot | Intermediate | 11 | 10 | 72 | 279 | 52% |
| url-shortener | Advanced | 7 | 12 | 36 | 336 | 37% |
| ai-revenue-ops-copilot | Beginner | 0 | 12 | 24 | 325 | 0% |
| multi-tenant-crm | Intermediate | 2 | 3 | 74 | 302 | 40% |
| multi-tenant-crm | Beginner | 0 | 1 | 107 | 279 | 0% |
| url-shortener | Beginner | 0 | 0 | 88 | 302 | n/a |
| weather-dashboard | Advanced | 0 | 0 | 4 | 380 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 0 | 399 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 1 | 396 | n/a |