Benchmark Almanac

MAI-Thinking-1

MAI-Thinking-1 ranks first on 2 of the 20 benchmarks with five or more models scored.

Microsoft Released June 2nd, 2026 Family MAI The lab's model card Compare with others
26
Benchmarks with a score
2
Ranked first, out of five or more models
2
In the top three
Microsoft Jun 2026

MAI-Thinking-1

Flagship

144.9 #133 of 404
Self-Reported Index, from the lab's own numbers. No Epoch Capabilities Index score yet.
  • IFBench 69% #47 /80
  • LongBench v2 61% #12 /35
  • HealthBench Professional 35% #26 /26

Where it ranks

Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.

Knowledge and language

BenchmarkScoreRankSource
TruthfulQA 88% #1 of 30 Lab model card
AdvancedIF 85% #1 of 6 Lab model card
MMLU-Pro 85% #31 of 167 Lab model card
GraphWalks 90% #7 of 27 Lab model card
LongBench v2 61% #12 of 35 Lab model card
IFBench 69% #47 of 80 Lab model card
OpenAI MRCR v2 60% #9 of 14 Lab model card
MultiChallenge 53% #29 of 42 Lab model card
SimpleQA Verified 31% #18 of 22 Lab model card
LongFact 98% #5 of 5 Lab model card
CorpusQA 82% #1 of 1 Lab model card
MAI human side-by-side evaluation 0.07 #1 of 1 Lab model card

Math and science

BenchmarkScoreRankSource
AIME 2025 97% #17 of 143 Lab model card
GPQA Diamond 84.2% #85 of 302 Lab model card
AIME 2026 94.5% #15 of 38 Lab model card
HMMT 2026 84.9% #13 of 19 Lab model card

Coding

BenchmarkScoreRankSource
LiveCodeBench v6 87.7% #12 of 90 Lab model card
SWE-bench Verified 73.5% #55 of 155 Lab model card
SWE-Bench Pro 52.8% #59 of 81 Lab model card

Agents and tools

BenchmarkScoreRankSource
Berkeley Function Calling Leaderboard (BFCL) 72% #10 of 41 Lab model card
Terminal-Bench 2.0 46% #45 of 63 Lab model card

Professional work

BenchmarkScoreRankSource
HealthBench Professional 35% #26 of 26 Lab model card
MedXpertQA 43% #2 of 2 Lab model card

Safety and security

BenchmarkScoreRankSource
AIR-Bench 2024 88% #1 of 2 Lab model card
CyberSecEval Autocomplete 63% #2 of 3 Lab model card
CyberSecEval Instruct 63% #3 of 3 Lab model card

Its lab's numbers put it at 144.9, number 133 of 404

The Self-Reported Index fits one score to the 18 capability results Microsoft reported for this model, on the scale of the Epoch Capabilities Index. Labs choose which benchmarks to show and how to run them, so read it as the lab's claim, not an independent measurement. The 90% interval runs from 142.6 to 147.3. How we compute it.

Its launch post

The benchmarks the lab chose to headline, with the scores it gave.

Its system card

Every result in the longer documents the lab published with it. 9 of them aren't in the launch post.

Hallucination