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Laguna M.1

PoolsideCurrentReleased Apr 28, 2026
Overall Score
Unranked
Arena Elo
N/A
Categories Ranked
0of 8
Price (1M tokens)
$0 in / $0 out
Speed
N/A
Context
131K
ProprietaryReasoning
Confidence
m-1

BenchLM is tracking Laguna M.1, but this profile is currently excluded from the public leaderboard because it still lacks enough non-generated benchmark coverage to rank safely. Only non-generated public benchmark rows appear below.

Laguna M.1 is a proprietary model with a 131K token context window. It uses explicit chain-of-thought reasoning, which typically improves performance on math and complex reasoning tasks at the cost of higher latency and token usage.

Laguna M.1 sits inside the Laguna family alongside Laguna XS.2. This profile currently has 5 of 178 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.

Ranking Distribution

Category rank across 2 benchmark categories — sorted by best rank

Category Performance

Scores across all benchmark categories (0-100 scale)

Category Breakdown

Agentic

23.9/ 100
Weight: 22%1 benchmark
Terminal-Bench 2.0BrowseCompOSWorld-VerifiedGAIATAU-benchWebArena

Coding

69.6/ 100
Weight: 20%4 benchmarks
SWE-bench VerifiedLiveCodeBenchSWE-bench ProSWE-RebenchSciCode

Reasoning

0.0/ 100
Weight: 17%0 benchmarks
MuSRLongBench v2MRCRv2ARC-AGI-2

Knowledge

0.0/ 100
Weight: 12%0 benchmarks
GPQASuperGPQAMMLU-ProHLEFrontierScienceSimpleQA

Math

0.0/ 100
Weight: 5%0 benchmarks
AIME 2025BRUMO 2025MATH-500FrontierMath

Multilingual

0.0/ 100
Weight: 7%0 benchmarks
MGSMMMLU-ProX

Multimodal

0.0/ 100
Weight: 12%0 benchmarks
MMMU-ProOfficeQA ProCharXivCharXiv w/o tools

Inst. Following

0.0/ 100
Weight: 5%0 benchmarks
IFEvalIFBench

Benchmark Details

Only benchmark rows with an attached exact-source record are shown here. Source-unverified manual rows and generated rows are hidden from model pages.

Laguna Family

M-1

Frequently Asked Questions

How does Laguna M.1 perform overall in AI benchmarks?

Laguna M.1 has 5 published benchmark scores on BenchLM, but it does not yet have enough non-generated coverage to receive a global overall rank.

Is Laguna M.1 good for coding and programming?

Laguna M.1 has visible benchmark coverage in coding and programming, but BenchLM does not currently assign it a global category rank there.

Is Laguna M.1 good for agentic tool use and computer tasks?

Laguna M.1 has visible benchmark coverage in agentic tool use and computer tasks, but BenchLM does not currently assign it a global category rank there.

Which sibling models are related to Laguna M.1?

Laguna M.1 belongs to the Laguna family. Related variants on BenchLM include Laguna XS.2.

Does Laguna M.1 have full benchmark coverage on BenchLM?

Not yet. Laguna M.1 currently has 5 published benchmark scores out of the 178 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.

What is the context window size of Laguna M.1?

Laguna M.1 has a context window of 131K, which determines how much text it can process in a single interaction.

Last updated: April 28, 2026 · Runtime metrics stay blank until BenchLM has a sourced snapshot.

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