Provider-official MMMU-Pro results manually verified from public provider pages.
Source · Provider official evals Version · 2026-Q2 public provider cards Scores · 6
Test details
Visible tradeoffsThis is an objective signal, so it is mainly about measurable task performance rather than public taste.
source
Provider official evals
metric
Accuracy (%)
judge
Objective
direction
higher better
group id
provider_official_mmmu_pro_2026_q2
domain
Vision understanding
What it measures vs what it misses
✓ Measures
Multimodal understanding and reasoning across text-plus-visual tasks.
✗ Misses
Image generation/editing quality and non-benchmark UX.
Why this countsIt is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.Same-test ruleThis percentile only compares models inside the exact benchmark/version group shown here. It is not a universal score.What it missesIt does not tell you whether the model can generate or edit images well.
Leaderboard · this benchmark version
#1 · GPT-5.5
OFF · Apr 23, 2026
Official company resultmanual verifiedmanual verified
Verified against OpenAI's GPT-5.5 launch page dated April 23, 2026. Uses the published no-tools MMMU Pro figure. Checked 2026-04-29. Verification: manual_public_page_verification.
81.2%
#2 · GPT-5.4
OFF · Mar 5, 2026
Official company resultmanual verifiedmanual verified
Verified against OpenAI's GPT-5.4 launch page dated March 5, 2026. Uses the published no-tools MMMU Pro figure. Checked 2026-04-29. Verification: manual_public_page_verification.
81.2%
#3 · Gemini 3 Pro Preview
OFF · Apr 29, 2026
Official company resultmanual verifiedmanual verifiedBackground only
Verified against the current Gemini Pro public model page. Page did not expose a visible page date on April 29, 2026. Uses the published MMMU-Pro figure for Gemini 3 Pro Preview. Checked 2026-04-29. Verification: manual_public_page_verification.
81%
#4 · Gemini 3.1 Pro
OFF · Apr 29, 2026
Official company resultmanual verifiedmanual verified
Verified against the current Gemini Pro public model page. Page did not expose a visible page date on April 29, 2026. Uses the published MMMU-Pro figure for Gemini 3.1 Pro. Checked 2026-04-29. Verification: manual_public_page_verification.
80.5%
#5 · Claude Sonnet 4.6
OFF · Apr 29, 2026
Official company resultmanual verifiedmanual verified
Verified against Anthropic's public Claude Sonnet 4.6 system card, checked on April 29, 2026. Uses the published no-tools MMMU-Pro figure. Checked 2026-04-29. Verification: manual_public_page_verification.
74.5%
#6 · Claude Opus 4.6
OFF · Apr 29, 2026
Official company resultmanual verifiedmanual verifiedBackground only
Verified against Anthropic's public Claude Opus 4.6 system card, checked on April 29, 2026. Uses the published no-tools MMMU-Pro figure. Checked 2026-04-29. Verification: manual_public_page_verification.