Benchmark Almanac

MAI-Thinking-1

MAI-Thinking-1 ranks first on 2 of the 20 benchmarks it has scores on.

Microsoft Released 2 Jun 2026 Family MAI The lab's model card
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

No Epoch Capabilities Index score yet
  • IFBench 69% #45 /70
  • LongBench v2 61% #11 /27
  • HealthBench Professional 35% #25 /25

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 28 Model card
AdvancedIF 85% #1 of 6 Model card
MMLU-Pro 85% #29 of 151 Model card
GraphWalks 90% #5 of 21 Model card
LongBench v2 61% #11 of 27 Model card
OpenAI MRCR v2 60% #5 of 9 Model card
IFBench 69% #45 of 70 Model card
SimpleQA Verified 31% #15 of 22 Model card
MultiChallenge 53% #26 of 36 Model card
LongFact 98% #5 of 5 Model card
CorpusQA 82% #1 of 1 Model card
MAI human side-by-side evaluation 0.07 #1 of 1 Model card

Math and science

BenchmarkScoreRankSource
AIME 2025 97% #17 of 143 Model card
GPQA Diamond 84.2% #79 of 284 Model card
AIME 2026 94.5% #15 of 34 Model card
HMMT 2026 84.9% #12 of 18 Model card

Coding

BenchmarkScoreRankSource
LiveCodeBench v6 87.7% #12 of 76 Model card
SWE-bench Verified 73.5% #54 of 150 Model card
SWE-Bench Pro 52.8% #56 of 77 Model card

Agents and tools

BenchmarkScoreRankSource
Berkeley Function Calling Leaderboard (BFCL) 72% #15 of 47 Model card
Terminal-Bench 2.0 46% #45 of 61 Model card

Professional work

BenchmarkScoreRankSource
HealthBench Professional 35% #25 of 25 Model card
MedXpertQA 43% #2 of 2 Model card

Safety and security

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

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