Laguna M.1

Laguna M.1 is a reasoning model from Poolside in the Laguna family. 8 benchmarks count toward its score, in 3 categories.

partialShows if the model has enough results for an index.
IndexOverall score out of 100.Unranked
CoverageShare of the index weight with results.55%
SpeedOutput tokens per second.
Input / 1MUS dollars per 1M input tokens.N/A
Output / 1MUS dollars per 1M output tokens.N/A
ContextMaximum tokens in one request.256K
EloLMArena rating and rank.N/A

The index is a score out of 100. The ± range shows how much it can change.

CapabilitiesScore per category, out of 100.

Out of 100
AgenticMulti-step tasks with tools.
44.6
CodingCode writing and repair.
48.8
ReasoningLogic problems and puzzles.
N/A
MultimodalTasks with images and text.
N/A
KnowledgeFacts and expert knowledge.
17.0
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
N/A
MathMath problems.
N/A

Results

8 counted
BenchmarkThe test name.CategoryThe capability that the test measures.ResultThe score from the publisher.IndexThis result as a score out of 100.RunThe settings of the run.DateDate of the result.Published byThe source of the result.
Software Engineering Benchmark VerifiedCoding74.6%57.4Carlos E. Jimenez et al.
MMLU ProKnowledge68.8%28.91 Sept 2026Vals AI
LiveCodeBenchCoding68.1%46.31 Sept 2026Vals AI
SWE-benchCoding57.6%43.71 Sept 2026Vals AI
SWE-bench ProCoding49.2%51.6Xiang Deng et al.
Terminal-Bench 2.1Agentic34.1%44.221 Sept 2026Vals AI
Terminal-Bench 2.0Agentic31.5%45.14 Jun 2026Vals AI
GPQA DiamondKnowledge27.0%5.01 Sept 2026Vals AI
Vibe Code Bench v1.1Coding11.0%46.8OpenHands21 Sept 2026Vals AI
ProgramBenchCoding0.0%21 Sept 2026Vals AI

8 benchmarks count, from 9 of 10 results. A grey row does not count. Too few models took that benchmark.

Sources

BenchLM benchmark aggregationUsed with attribution; per-benchmark results credited to their original authorsVals AI, collected directlyNo licence stated. Read from the public leaderboard and credited to Vals AI

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