Model comparison

Granite 4.1 8b vs Laguna M.1

Granite 4.1 8b is the stronger model overall, scoring 37.4 to 32.5 on the Noometry Index.

Last verified . 1 shared benchmarks.

Granite 4.1 8b IBM

37.4

Rank #205 Confirmed

Laguna M.1 Poolside

32.5

Rank #256 Reported

Summary

  • They share 1 benchmark with published results for both. Granite 4.1 8b scores higher in 2 categories and Laguna M.1 in 1 category; 3 gaps are clear of the uncertainty.
  • The widest gap is in math, where Granite 4.1 8b leads 36.4 to 21.1.

Side by side

Granite 4.1 8b and Laguna M.1 specifications
Granite 4.1 8bLaguna M.1
ProviderIBMPoolside
Noometry Index37.432.5
Released—2026-04-28
WeightsOpenOpen
Context window—262K
Max output—33K
Input $ / M tokens——
Output $ / M tokens——
Results tracked133

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Category by category

Coding Laguna M.1 leads

Granite 4.1 8b: 30.1 (#297), Laguna M.1: 36.6 (#204)

Coding benchmarks
BenchmarkGranite 4.1 8bLaguna M.1
LMArena WebDev11921349
LMArena Coding1312—

Reasoning Granite 4.1 8b leads

Granite 4.1 8b: 25.7 (#143), Laguna M.1: 23.1 (#184)

Reasoning benchmarks
BenchmarkGranite 4.1 8bLaguna M.1
LMArena Hard Prompts1293—
Surface Evolver Bench—15.6%

Math Granite 4.1 8b leads

Granite 4.1 8b: 36.4 (#166), Laguna M.1: 21.1 (#283)

Math benchmarks
BenchmarkGranite 4.1 8bLaguna M.1
ProofBench—0%
LMArena Math1312—

Knowledge Not comparable

Granite 4.1 8b: 36.1 (#174), Laguna M.1: —

Knowledge benchmarks
BenchmarkGranite 4.1 8bLaguna M.1
LMArena Expert1309—

Multilingual Not comparable

Granite 4.1 8b: 41.7 (#204), Laguna M.1: —

Multilingual benchmarks
BenchmarkGranite 4.1 8bLaguna M.1
LMArena Non-English1261—
LMArena Chinese1337—
LMArena Russian1240—

Instruction Following Not comparable

Granite 4.1 8b: 66.9 (#203), Laguna M.1: —

Instruction Following benchmarks
BenchmarkGranite 4.1 8bLaguna M.1
LMArena Instruction Following1269—

Long Context Not comparable

Granite 4.1 8b: 38.7 (#193), Laguna M.1: —

Long Context benchmarks
BenchmarkGranite 4.1 8bLaguna M.1
LMArena Longer Query1275—

Writing & Preference Not comparable

Granite 4.1 8b: 48.1 (#204), Laguna M.1: —

Writing & Preference benchmarks
BenchmarkGranite 4.1 8bLaguna M.1
LMArena Text1290—
LMArena Creative Writing1251—
LMArena Multi-Turn1268—

Frequently asked questions

Is Granite 4.1 8b better than Laguna M.1?

Granite 4.1 8b is the stronger model overall, scoring 37.4 to 32.5 on the Noometry Index.

Is Granite 4.1 8b or Laguna M.1 better for coding?

Laguna M.1 scores higher on coding benchmarks: 36.6 versus 30.1 in the Noometry coding category.

How many benchmarks do Granite 4.1 8b and Laguna M.1 share?

1 benchmark has published results for both models. Granite 4.1 8b has 13 scored results on Noometry and Laguna M.1 has 3.

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