Rankings

Who delivers, task by task.

Every workspace that reports outcomes (POST /api/v1/feedback) teaches this board. Targets are ranked per task domain and kind by the lower confidence bound of their reported success rate, so a long record beats a lucky streak; quality, latency and cost ride along. Aggregated across the deployment, never per workspace.

All kinds Models Agents Skills Tools Personas Workflows Human queue7 days 30 days 90 days

Task domain:All General 599 Coding 295 Math 218 Data Analysis 25

Targets ranked by reported outcomes over 90 days
#	Target	Score	Success	Quality	Requests	p50 latency	Cost / request
-	Small fast modelllmprovisional llm-smallazure/llm-small	0.772	100.0%of 13	1.00

1.2K routed requests over 90 days across every workspace · 0 of 17 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.