Aggregates published medical benchmark scores into one ranking table.

Awesome Agents Medical LLM Leaderboard is a aggregator in healthcare AI. Aggregates published medical benchmark scores into one ranking table. Scores are reported as: Mixed scales presented in one table.

Awesome Agents, 2026Scores estimated, not measured1 verified conflict

Key facts

What it measuresAggregates published medical benchmark scores into one ranking table.
Who should careNobody making a clinical decision.
Use it whenNever as a primary source.
Do not use it forAny decision that matters.
Score scaleMixed scales presented in one table.
Grader methodunknown
First released2026
LanguagesEnglish
Use casesaggregator
CitationAwesome Agents, 2026
Statusactive

Official site · Leaderboard

Verified conflicts of interest

Own page states several frontier scores are estimated and extrapolated, not measured

Independence assessment

The page states its figures for several frontier models are approximate, based on early evaluation reports and extrapolated from publicly reported MMLU and reasoning scores. Estimated numbers presented in leaderboard form.

Scope

Aggregator ranking models across MedQA, MedMCQA, PubMedQA, MMLU-Medical and HealthBench.

Frequently asked questions

What does Awesome Agents Medical LLM Leaderboard measure?

Aggregates published medical benchmark scores into one ranking table.

Who should use Awesome Agents Medical LLM Leaderboard?

Nobody making a clinical decision. Never as a primary source.

What should Awesome Agents Medical LLM Leaderboard not be used for?

Any decision that matters.

How are Awesome Agents Medical LLM Leaderboard scores reported?

Mixed scales presented in one table. Scores from different benchmarks are not comparable to each other.

Is Awesome Agents Medical LLM Leaderboard independent?

Not fully. Own page states several frontier scores are estimated and extrapolated, not measured.

Compare with

LLM-Stats Healthcare Leaderboard

Ranks models on health using its own composite index.

Last verified 2026-08-05. Governance and conflict data compiled by Healthcare Discovery from primary sources, each linked above. Seed inventory from Ma et al., Beyond the Leaderboard, ACL 2026. How we verify · All 63 entities