Noometry

Model comparison

Gemini 2.5 Flash-Lite vs Laguna M.1

Gemini 2.5 Flash-Lite is the stronger model overall, scoring 37.0 to 32.5 on the Noometry Index.

Last verified . 0 shared benchmarks.

Gemini 2.5 Flash-Lite Google

37.0

Rank #211 Confirmed

Laguna M.1 Poolside

32.5

Rank #256 Reported

Summary

  • The widest gap is in math, where Gemini 2.5 Flash-Lite leads 38.0 to 21.1.
  • Gemini 2.5 Flash-Lite accepts more context: 1.05M tokens versus 262K.
  • Laguna M.1 has downloadable open weights; the other is API-only.

Side by side

Gemini 2.5 Flash-LiteLaguna M.1
ProviderGooglePoolside
Noometry Index37.032.5
Released2025-06-172026-04-28
WeightsProprietaryOpen
Context window1.05M262K
Max output66K33K
Input $ / M tokens$0.10—
Output $ / M tokens$0.40—
Results tracked333

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Category by category

Coding Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 38.5 (#173), Laguna M.1: 36.6 (#204)

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
LMArena WebDev—1349
WeirdML35.2%—
LMArena Coding1373—
ALE-Bench325.9—

Agentic & Tool Use Not comparable

Gemini 2.5 Flash-Lite: 28.0 (#96), Laguna M.1: —

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
Berkeley Function Calling Leaderboard36.9%—

Reasoning Too close to call

Gemini 2.5 Flash-Lite: 22.2 (#205), Laguna M.1: 23.1 (#184)

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
Kagi LLM Benchmark40.5%—
LMArena Hard Prompts1377—
DTBench62.8%—
LMCA18.1%—
Surface Evolver Bench—15.6%
Epoch Capabilities Index133.94—

Math Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 38.0 (#144), Laguna M.1: 21.1 (#283)

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
ProofBench—0%
Omni-MATH48%—
LMArena Math1373—

Knowledge Not comparable

Gemini 2.5 Flash-Lite: 32.5 (#210), Laguna M.1: —

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
MMLU-Pro53.7%—
Vectara Hallucination Rate3.3%—
GPQA (HELM)30.9%—
LMArena Expert1373—

Multimodal Not comparable

Gemini 2.5 Flash-Lite: 29.1 (#114), Laguna M.1: —

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
LMArena Vision1198—
VPCT30%—

Multilingual Not comparable

Gemini 2.5 Flash-Lite: 49.3 (#134), Laguna M.1: —

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
LMArena Non-English1369—
LMArena Chinese1404—
LMArena French1388—
LMArena German1389—
LMArena Japanese1359—
LMArena Korean1360—
LMArena Russian1373—
LMArena Spanish1396—

Instruction Following Not comparable

Gemini 2.5 Flash-Lite: 70.0 (#168), Laguna M.1: —

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
IFEval81%—
LMArena Instruction Following1367—

Long Context Not comparable

Gemini 2.5 Flash-Lite: 33.3 (#262), Laguna M.1: —

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
Fiction.LiveBench47.2%—
LMArena Longer Query1373—

Writing & Preference Not comparable

Gemini 2.5 Flash-Lite: 56.8 (#135), Laguna M.1: —

BenchmarkGemini 2.5 Flash-LiteLaguna M.1
LMArena Text1379—
LMArena Creative Writing1367—
WildBench81.8%—
LMArena Multi-Turn1366—

Frequently asked questions

Is Gemini 2.5 Flash-Lite better than Laguna M.1?

Gemini 2.5 Flash-Lite is the stronger model overall, scoring 37.0 to 32.5 on the Noometry Index.

Is Gemini 2.5 Flash-Lite or Laguna M.1 better for coding?

Gemini 2.5 Flash-Lite scores higher on coding benchmarks: 38.5 versus 36.6 in the Noometry coding category.

Which has the bigger context window?

Gemini 2.5 Flash-Lite does, with 1.05M tokens against 262K.

How many benchmarks do Gemini 2.5 Flash-Lite and Laguna M.1 share?

0 benchmarks have published results for both models. Gemini 2.5 Flash-Lite has 33 scored results on Noometry and Laguna M.1 has 3.

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