Model comparison

Laguna M.1 vs Yi-34B

Laguna M.1 is the stronger model overall, scoring 32.5 to 27.8 on the Noometry Index.

Last verified . 0 shared benchmarks.

Laguna M.1 Poolside

32.5

Rank #256 Reported

Yi-34B 01.AI

27.8

Rank #329 Confirmed

Summary

  • The widest gap is in coding, where Laguna M.1 leads 36.6 to 32.3.

Side by side

Laguna M.1 and Yi-34B specifications
Laguna M.1Yi-34B
ProviderPoolside01.AI
Noometry Index32.527.8
Released2026-04-282023-11-02
WeightsOpenOpen
Context window262K—
Max output33K—
Input $ / M tokens——
Output $ / M tokens——
Results tracked323

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Category by category

Coding Laguna M.1 leads

Laguna M.1: 36.6 (#204), Yi-34B: 32.3 (#274)

Coding benchmarks
BenchmarkLaguna M.1Yi-34B
LMArena WebDev1349—
LMArena Coding—1112

Reasoning Laguna M.1 leads

Laguna M.1: 23.1 (#184), Yi-34B: 21.2 (#226)

Reasoning benchmarks
BenchmarkLaguna M.1Yi-34B
LMArena Hard Prompts—1104
Surface Evolver Bench15.6%—
BIG-Bench Hard—71.7%
Epoch Capabilities Index—117.39

Math Too close to call

Laguna M.1: 21.1 (#283), Yi-34B: 21.6 (#282)

Math benchmarks
BenchmarkLaguna M.1Yi-34B
ProofBench0%—
LMArena Math—1114
MATH Level 5—5.1%
GSM8K—76%

Knowledge Not comparable

Laguna M.1: —, Yi-34B: 7.5 (#309)

Knowledge benchmarks
BenchmarkLaguna M.1Yi-34B
GPQA Diamond—14.7%
LMArena Expert—1061
MMLU—76.3%

Multilingual Not comparable

Laguna M.1: —, Yi-34B: 29.7 (#264)

Multilingual benchmarks
BenchmarkLaguna M.1Yi-34B
LMArena Non-English—1079
LMArena Chinese—1176
LMArena French—1081
LMArena German—1042
LMArena Japanese—993
LMArena Korean—959
LMArena Russian—1050
LMArena Spanish—1070

Instruction Following Not comparable

Laguna M.1: —, Yi-34B: 56.2 (#274)

Instruction Following benchmarks
BenchmarkLaguna M.1Yi-34B
LMArena Instruction Following—1091

Long Context Not comparable

Laguna M.1: —, Yi-34B: 33.2 (#264)

Long Context benchmarks
BenchmarkLaguna M.1Yi-34B
LMArena Longer Query—1094

Writing & Preference Not comparable

Laguna M.1: —, Yi-34B: 34.1 (#273)

Writing & Preference benchmarks
BenchmarkLaguna M.1Yi-34B
LMArena Text—1129
LMArena Creative Writing—1108
LMArena Multi-Turn—1113

Frequently asked questions

Is Laguna M.1 better than Yi-34B?

Laguna M.1 is the stronger model overall, scoring 32.5 to 27.8 on the Noometry Index.

Is Laguna M.1 or Yi-34B better for coding?

Laguna M.1 scores higher on coding benchmarks: 36.6 versus 32.3 in the Noometry coding category.

How many benchmarks do Laguna M.1 and Yi-34B share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Yi-34B has 23.

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