Benchmark Almanac

Mistral Large 4

Mistral Large 4.

Mistral AI Released 6 Oct 2026 Family Mistral Large The lab's model card
69
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Mistral AI Oct 2026

Mistral Large 4

Flagship

150.6 #58 of 271
Epoch Capabilities Index
  • Harvey LAB (Legal Agent Benchmark) 15.8% #10 /80
  • CritPt 10.6% #57 /160
  • APEX-Agents 51.6% #28 /56

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
BullshitBench V2 80% #11 of 122 Official leaderboard
LMArena (Elo) 1,432 #89 of 333 Official leaderboard
Extended NYT Connections 27.4% #78 of 97 Official leaderboard
SimpleQA Verified 20% #72 of 84 Epoch AI

Math and science

BenchmarkScoreRankSource
OTIS Mock AIME 2024-2025 98.3% #28 of 202 Epoch AI
GPQA Diamond 88.1% #55 of 219 Epoch AI
DTBench 80.4% #56 of 178 Official leaderboard
CritPt 10.6% #57 of 160 Epoch AI
FrontierMath Tiers 1-3 v2 58.6% #44 of 89 Epoch AI
FrontierMath Tier 4 v2 26.8% #43 of 71 Epoch AI
LatchBio Capabilities v1.0 34.9% #22 of 27 Official leaderboard
ProofBench 10% #68 of 83 Epoch AI
Surface Evolver Bench 28.1% #22 of 26 Epoch AI
ProofBench v1.1 10% #46 of 51 Official leaderboard
FrontierPhysics 0.60% #18 of 19 Official leaderboard
MysteryMechanism 12.2% #29 of 29 Official leaderboard

Coding

BenchmarkScoreRankSource
Vibe Code Bench 78.4% #32 of 115 Official leaderboard
ALE-Bench 1,213 #39 of 121 Epoch AI
Code Arena 1,544 #42 of 124 Official leaderboard
Code Migration 30.6% #42 of 78 Official leaderboard
FrontierCode 39.4% #28 of 46 Epoch AI
DeepSWE 61.7% #33 of 51 Model card
FrontierCode 2.0 19.6% #17 of 26 Official leaderboard
IOI v2 (Vals) 45.3% #32 of 45 Official leaderboard
Vibe Code Bench 1-100 14.3% #21 of 26 Official leaderboard
WeirdML v3 4.45% #24 of 25 Official leaderboard

Agents and tools

BenchmarkScoreRankSource
AutomationBench 59.9% #4 of 41 Model card
Chess Puzzles 33% #47 of 83 Epoch AI
Mystery Game Puzzles 17% #59 of 80 Epoch AI
Agent Arena -0.06 #40 of 53 Official leaderboard
Terminal-Bench 4.0 28.3% #20 of 23 Model card

Professional work

BenchmarkScoreRankSource
Harvey LAB (Legal Agent Benchmark) 15.8% #10 of 80 Official leaderboard
Harvey LAB v1.1 (HLAB-Vals-1.1) 17.5% #6 of 33 Official leaderboard
Legora BAR 103.0 #5 of 17 Official leaderboard
Vals Finance Agent v2 54.7% #26 of 80 Official leaderboard
Tax Agent Bench 30.4% #29 of 79 Official leaderboard
APEX-Agents 51.6% #28 of 56 Epoch AI
Vals Finance Agent v2.1 61.4% #18 of 35 Official leaderboard
Excel Modeling Benchmark v1.1 69% #20 of 37 Official leaderboard
MedScribe 80.4% #53 of 98 Official leaderboard
Vals Finance Index 56.9% #19 of 35 Official leaderboard
Legal Research Bench 31.7% #48 of 88 Official leaderboard
MedCode 40.7% #58 of 96 Official leaderboard
Excel Modeling Benchmark 56.2% #47 of 76 Official leaderboard
Immigration Bench 63.7% #18 of 24 Official leaderboard
Vals Legal Index 65.6% #26 of 33 Official leaderboard
TaxCalcBench v2 4.00% #23 of 26 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
Vision Arena 1,252 #43 of 136 Official leaderboard
Furniture Assembly Benchmark 20.8% #34 of 35 Epoch AI
Dense 200 (bbox) 42% #2 of 2 Model card

Safety and security

BenchmarkScoreRankSource
DistressBench 77% #9 of 42 Official leaderboard
KORA 60.7% #10 of 42 Official leaderboard
OncologyBench 22.7% #9 of 30 Official leaderboard
FORTRESS 23.1% #31 of 66 Official leaderboard
EpiBench 20.8% #20 of 27 Official leaderboard
BioSecBench-Function 28.8% #21 of 27 Official leaderboard
TxBench-Preclinical-Pharmacology 42.3% #22 of 28 Official leaderboard
VariantBench 28% #22 of 27 Official leaderboard
TxBench-Antibody-Discovery 28.3% #23 of 28 Official leaderboard
MetagenomicsBench 26.3% #23 of 26 Official leaderboard
SpatialBench-Long 20.8% #24 of 27 Official leaderboard
TxBench-Oligo-Discovery 27.1% #25 of 28 Official leaderboard
BioSecBench-Refusal 3.40% #20 of 22 Official leaderboard
BioSecBench-Surveillance 34% #25 of 27 Official leaderboard
scBench-Long 10.2% #25 of 27 Official leaderboard

Other

BenchmarkScoreRankSource
Conceptual Reasoning Index 50.7 #65 of 149 Official leaderboard
ACCoRD 65.7 #69 of 150 Official leaderboard
LMCA 35.8% #69 of 139 Epoch AI
LiveBench 43.9% #27 of 28 Official leaderboard

Mistral AI's models over time

Mistral AI's models in color, against every other model on the Epoch Capabilities Index, by release date.

50 75 100 125 150 175 2023 2024 2025 2026 2027 Mistral Large 4 Mistral Medium 3.5 Magistral Small 1.0 Ministral 3B Mistral Large 2 Mixtral 8x7B Mistral 7B v0.1 50 75 100 125 150 175 2023 2024 2025 2026 2027 Mistral Large 4 Mistral Medium 3.5

Its launch post

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