Model comparison

Grok-2 (Dec 2024) vs Laguna M.1

Grok-2 (Dec 2024) is the stronger model overall, scoring 33.4 to 31.9 on the Noometry Index.

Last verified . 0 shared benchmarks.

Grok-2 (Dec 2024) xAI

33.4

Rank #233 Confirmed

Laguna M.1 Poolside

31.9

Rank #252 Reported

Summary

  • The widest gap is in reasoning, where Laguna M.1 leads 21.9 to 16.4.
  • Laguna M.1 has downloadable open weights; the other is API-only.

Side by side

Grok-2 (Dec 2024) and Laguna M.1 specifications
Grok-2 (Dec 2024)Laguna M.1
ProviderxAIPoolside
Noometry Index33.431.9
Released2024-08-132026-04-28
WeightsProprietaryOpen
Context window—262K
Max output—33K
Input $ / M tokens——
Output $ / M tokens——
Results tracked343

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Category by category

Coding Laguna M.1 leads

Grok-2 (Dec 2024): 32.9 (#254), Laguna M.1: 36.4 (#195)

Coding benchmarks
BenchmarkGrok-2 (Dec 2024)Laguna M.1
LMArena WebDev—1348
WeirdML22.2%—
LiveBench Coding46.4%—
LMArena Coding1288—

Reasoning Laguna M.1 leads

Grok-2 (Dec 2024): 16.4 (#294), Laguna M.1: 21.9 (#187)

Reasoning benchmarks
BenchmarkGrok-2 (Dec 2024)Laguna M.1
SimpleBench22.7%—
LiveBench Reasoning54.8%—
LMArena Hard Prompts1272—
DTBench65.2%—
LiveBench Data Analysis54.5%—
Surface Evolver Bench—15.6%
Epoch Capabilities Index130.48—
LiveBench54.3%—

Math Too close to call

Grok-2 (Dec 2024): 19.6 (#278), Laguna M.1: 20.3 (#276)

Math benchmarks
BenchmarkGrok-2 (Dec 2024)Laguna M.1
OTIS Mock AIME 2024-202511.5%—
ProofBench—0%
LiveBench Math54.9%—
LMArena Math1283—
MATH Level 563.5%—
FrontierMath (Feb 2025 set)0.7%—

Knowledge Not comparable

Grok-2 (Dec 2024): 29.8 (#225), Laguna M.1: —

Knowledge benchmarks
BenchmarkGrok-2 (Dec 2024)Laguna M.1
GPQA Diamond53.8%—
Confabulations20.1%—
LMArena Expert1254—

Multilingual Not comparable

Grok-2 (Dec 2024): 43.3 (#183), Laguna M.1: —

Multilingual benchmarks
BenchmarkGrok-2 (Dec 2024)Laguna M.1
LMArena Non-English1282—
LMArena Chinese1289—
LMArena French1317—
LMArena German1287—
LMArena Japanese1244—
LMArena Korean1237—
LMArena Russian1286—
LMArena Spanish1281—

Instruction Following Not comparable

Grok-2 (Dec 2024): 67.1 (#197), Laguna M.1: —

Instruction Following benchmarks
BenchmarkGrok-2 (Dec 2024)Laguna M.1
LiveBench Instruction Following69.6%—
LMArena Instruction Following1270—

Long Context Not comparable

Grok-2 (Dec 2024): 38.7 (#186), Laguna M.1: —

Long Context benchmarks
BenchmarkGrok-2 (Dec 2024)Laguna M.1
LMArena Longer Query1276—

Writing & Preference Not comparable

Grok-2 (Dec 2024): 48.8 (#192), Laguna M.1: —

Writing & Preference benchmarks
BenchmarkGrok-2 (Dec 2024)Laguna M.1
LMArena Text1305—
LMArena Creative Writing1284—
Short-Story Creative Writing63.6%—
LMArena Multi-Turn1290—
LiveBench Language45.6%—

Frequently asked questions

Is Grok-2 (Dec 2024) better than Laguna M.1?

Grok-2 (Dec 2024) is the stronger model overall, scoring 33.4 to 31.9 on the Noometry Index.

Is Grok-2 (Dec 2024) or Laguna M.1 better for coding?

Laguna M.1 scores higher on coding benchmarks: 36.4 versus 32.9 in the Noometry coding category.

How many benchmarks do Grok-2 (Dec 2024) and Laguna M.1 share?

0 benchmarks have published results for both models. Grok-2 (Dec 2024) has 34 scored results on Noometry and Laguna M.1 has 3.

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