Model evidence
Good enough for which task?
Explore measured models and available catalog listings. Quality comes from published task evidence; models without task results are clearly marked.
| Model | Evidence | Cheapest passing | Median quality | Providers |
|---|---|---|---|---|
Model evidence
Explore measured models and available catalog listings. Quality comes from published task evidence; models without task results are clearly marked.
| Model | Evidence | Cheapest passing | Median quality | Providers |
|---|---|---|---|---|
| Model | Evidence | Cheapest passing | Median quality | Providers |
|---|---|---|---|---|
| vllm/lowes-toolcall-v7 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/Qwen/Qwen3-VL-8B-Instruct Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/Qwen/Qwen3-VL-8B-Thinking Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/reject-classifier-v5 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/reject-css Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/resume-matcher-general-hierarchical-v1 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/resume-matcher-low-score-route-kmh-v1 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/resume-matcher-soft-bad-fit-v1 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/scorer-css Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/scorer-css-v2 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/scorer-general Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/traffic-task-classifier-cdfbf78c Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/wharf-calendar-timezone-overlap-qwen3-4b-949c8afb Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/wharf-calendar-timezone-overlap-qwen3-4b-db59c640 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/wharf-data-contact-extraction-qwen3-4b-e8ec07d6 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/wharf-data-contact-validation-gemma-4-e4b-24cd1d3c Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/wharf-data-rsvp-cross-reference-gemma-4-e4b-db550304 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/wharf-document-pii-redaction-gemma-4-e4b-58fb1886 Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/wharf-email-action-item-extraction-gemma-4-e4b-aa5b204f Unclassified | Not yet measured | — | — | Price unavailable |
| vllm/wharf-finance-expense-audit-qwen3-4b-3d235885 Unclassified | Not yet measured | — | — | Price unavailable |
Cheapest passing counts tasks where the model clears the task’s published quality floor (80% when none is recorded) and has the lowest observed workload cost. Median quality summarizes those published task results; it is not a general model ranking.