| Metric | Value |
|---|---|
| Bitly wins | 19 |
| HubSpot wins | 23 |
| Abstains (no tool) | 344 |
| Other tool chosen | 5245 |
| Decisive cases | 42 |
| Bitly win rate (unweighted) | 45.2% |
| 95% CI | 31.2% - 60.1% |
| Bitly win rate (weighted) | 45.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Bitly | HubSpot | None | Other | A rate |
|---|---|---|---|---|---|---|
| Devstral 2 2512 | Mid | 0 | 18 | 0 | 280 | 0% |
| Mistral Small 4 | Mid | 8 | 4 | 2 | 272 | 67% |
| MiMo V2 Pro | Frontier | 9 | 0 | 22 | 269 | 100% |
| Llama 4 Scout | Small | 2 | 0 | 19 | 278 | 100% |
| DeepSeek V3.2 | Mid | 0 | 1 | 25 | 272 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 4 | 287 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 1 | 299 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 1 | 299 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 106 | 192 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 21 | 276 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 22 | 276 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 59 | 241 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 1 | 298 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 297 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 5 | 295 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 20 | 262 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 0 | 299 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 31 | 258 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 5 | 295 | n/a |
| Prompt | Tier | Bitly | HubSpot | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Beginner | 0 | 23 | 33 | 322 | 0% |
| url-shortener | Beginner | 19 | 0 | 79 | 281 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 3 | 370 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 5 | 361 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 14 | 345 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 10 | 370 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 1 | 378 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 8 | 365 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 27 | 346 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 28 | 352 | n/a |
| saas-application | Beginner | 0 | 0 | 13 | 367 | n/a |
| saas-application | Intermediate | 0 | 0 | 44 | 334 | n/a |
| saas-application | Advanced | 0 | 0 | 24 | 355 | n/a |
| url-shortener | Advanced | 0 | 0 | 4 | 372 | n/a |
| url-shortener | Intermediate | 0 | 0 | 51 | 327 | n/a |
