Benchmark Almanac

Laguna M.1

Laguna M.1.

Poolside Released April 28th, 2026 Compare with others
18
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Poolside Apr 2026

Laguna M.1

No Epoch Capabilities Index score yet
  • Harvey LAB (Legal Agent Benchmark) 0% #74 /80
  • Vals Finance Agent v2 25% #76 /80
  • Legal Research Bench 2.40% #91 /93

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.

Math and science

BenchmarkScoreRankSource
ProofBench 0% #58 of 59 Official leaderboard
Surface Evolver Bench 15.6% #25 of 25 Official leaderboard

Coding

BenchmarkScoreRankSource
SWE-bench Verified 74.6% #47 of 155 Lab model card
SWE-bench Multilingual 67.3% #49 of 73 Lab model card
WebDev Arena 1,347 #82 of 105 arena.ai, via Epoch AI
Code Arena 1,350 #103 of 128 Official leaderboard
Vibe Code Bench 11% #103 of 120 Official leaderboard
SWE-Bench Pro 49.2% #71 of 81 Lab model card

Agents and tools

BenchmarkScoreRankSource
Terminal-Bench 2.0 45.8% #46 of 63 Lab model card

Professional work

BenchmarkScoreRankSource
CorpFin v2 58.2% #80 of 119 Official leaderboard
LegalBench 75.1% #107 of 138 Official leaderboard
MedScribe 65.9% #89 of 97 Official leaderboard
Harvey LAB (Legal Agent Benchmark) 0% #74 of 80 Official leaderboard
Vals Finance Agent v2 25% #76 of 80 Official leaderboard
Legal Research Bench 2.40% #91 of 93 Official leaderboard
MedCode 23.1% #94 of 96 Official leaderboard
Public Benefits Bench 43.8% #49 of 50 Official leaderboard
TaxEval v2 1.64% #129 of 129 Official leaderboard

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.