Cheapest LLM that passes each task: cost per successful task and pass rate on public datasets.
Scored across 2 tools
The two tools have clearly distinct roles: list_verdicts discovers published verdicts and get_verdict retrieves the full detail for one task. The descriptions reinforce this with an explicit instruction that the slug comes from list_verdicts.
Both names follow a consistent snake_case verb_noun pattern: list_verdicts and get_verdict. The terminology is also consistent across the set.
Only two tools are present, which is slightly under the typical 3-15 range, but the server appears to be a read-only verdict lookup surface where a list/get pair is reasonable. Each tool clearly earns its place.
The surface covers the core workflow for published model verdicts: discover verdicts with list_verdicts and inspect one in full with get_verdict. No create/update/delete operations are implied for this read-only domain, and optional task-type filtering is included.
The full verdict for one task: the cheapest model that clears the bar, its pass rate and cost per successful task in US dollars, the baseline model it is compared with, every candidate's status, plus links to the verdict page, the run file (JSON) and the script that re-runs it. Get the slug from list_verdicts.
Inputs: slug (required). Returns: slug, task, title, answer, +18 more
Which LLM is the cheapest that still passes? Lists every published Clearbar verdict: the task, the pass bar, the cheapest passing model, its cost per successful task (retries and failures counted) and the page to check it. Optional filter by task type.
Inputs: task. Returns: count, app_url, app_note, verdicts, +1 more
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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AI inference price index: token prices, cost per capability, open vs closed, hosts, cost per task.
LLM list prices by venue and tier, plus time to first token from a once-a-minute probe
Benchmark your own prompt on 100+ LLMs with real API calls; pick the cheapest model that passes.
Real-time, drift-verified LLM pricing across 31 providers with cost+quality model routing.
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