Benchmark profile

MedXpertQA Text (MedXpertQA (Text))

A medical multiple-choice benchmark spanning many specialties with 10 answer options per question.

Data verified July 23, 2026

Benchmark score on MedXpertQA (Text) — July 23, 2026

BenchLM mirrors the published score view for MedXpertQA (Text). Gemini 3.1 Pro leads the public snapshot at 71.5% , followed by GPT-5.4 (59.6%) and Muse Spark (52.6%). BenchLM does not use these results to rank models overall.

1Closed

Gemini 3.1 Pro

Google

gemini-3-1-pro

71.5%

Overall 55.3Context 1M

2Closed

GPT-5.4

OpenAI

gpt-5-4

59.6%

Overall 74.24Context 1.05M

3Closed

Muse Spark

Benchmark score table (5 models)

Score

Gemini 3.1 ProGoogle · Closed

71.5%

GPT-5.4OpenAI · Closed

59.6%

Muse SparkMeta · Closed

52.6%

Claude Opus 4.6Anthropic · Closed

52.1%

Grok 4.20xAI · Closed

50.2%

The published MedXpertQA (Text) snapshot places Gemini 3.1 Pro first at 71.5%. The third row is 18.9 points behind. The broader top-10 range is 21.3 points, so the table still separates the published systems.

5 models have been evaluated on MedXpertQA (Text). The benchmark falls in the Knowledge category. This category carries a 12% weight in BenchLM.ai's overall scoring system. MedXpertQA (Text) is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.

About MedXpertQA (Text)

Year

2026

Tasks

2,450 medical multiple-choice questions

Format

Medical MCQ

Difficulty

Professional medical knowledge

Meta describes the text variant as 2,450 specialty-spanning medical questions with answer choices A-J. BenchLM treats it as a display-only health benchmark because it is not part of the weighted core schema.

Muse Spark Eval Methodology

BenchLM freshness & provenance

Version

MedXpertQA (Text) 2026

Refresh cadence

Quarterly

Staleness state

Current

Question availability

Public benchmark set

CurrentDisplay only

BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.

FAQ

What does MedXpertQA (Text) measure?

A medical multiple-choice benchmark spanning many specialties with 10 answer options per question.

Which model scores highest on MedXpertQA (Text)?

Gemini 3.1 Pro by Google currently leads with a score of 71.5% on MedXpertQA (Text).

How many models are evaluated on MedXpertQA (Text)?

5 AI models have been evaluated on MedXpertQA (Text) on BenchLM.

Compare Top Models on MedXpertQA (Text)

Gemini 3.1 Pro vs GPT-5.4 GPT-5.4 vs Muse Spark Muse Spark vs Claude Opus 4.6 Claude Opus 4.6 vs Grok 4.20

Last updated: July 23, 2026 · BenchLM version MedXpertQA (Text) 2026

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