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Rankings
Which model, agent, skill, tool or person actually gets the job done, per kind of task - ranked by the outcomes people report (a thumbs up or down in the apps, POST /api/v1/feedback from code). The score is the lower confidence bound of the success rate, so a long record beats a lucky streak; quality, speed and cost ride along. Counted across the whole deployment, never shown per workspace. A row marked provisional has too few reports to trust yet.
| # | Target | Score | Success | Quality | Requests | p50 latency | Cost / request |
|---|---|---|---|---|---|---|---|
| - | writer-smallollama-qwen3-5-4b/qwen3.5:4b | - | -no outcomes yet | - |
180 routed requests over 7 days across every workspace · 0 of 6 targets ranked; the rest have fewer than 20 reported outcomes and are provisional. Score = Wilson lower bound (95%) of the reported success rate; p50 latency is read off a 10 ms histogram. No workspace, request or prompt data is exposed.
Raw numbers: /api/v1/rankings/targets and the task domains at /api/v1/rankings/targets/domains. Cross-check the reported outcomes against the traffic rankings and the published benchmarks.
| 2.7 min |
| $0.0002 |
| - | embed-smallollama-qwen3-embedding-4b/qwen3-embedding:4b | - | -no outcomes yet | - | 3117% | 1.4 min | $0 |
| - | llm-smallazure/llm-small | - | -no outcomes yet | - | 3017% | 1.97 s | $0.0008 |
| - | vision-ocrollama-glm-ocr/glm-ocr | - | -no outcomes yet | - | 3017% | 10 min | $0.0006 |
| - | llm-onpremollama-qwen3-5-4b/qwen3.5:4b | - | -no outcomes yet | - | 2916% | 2.5 min | $0.0048 |
| - | human-escalationhuman/queue | - | -no outcomes yet | - | 11% | 175.0 ms | $0 |