Noometry

Model comparison

Gemini 3.5 Flash Lite vs QwQ-32B

Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.5 to 39.8 on the Noometry Index.

Last verified . 22 shared benchmarks.

Gemini 3.5 Flash Lite Google

41.5

Rank #133 Confirmed

QwQ-32B Alibaba (Qwen)

39.8

Rank #159 Confirmed

Summary

  • They share 22 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 6 categories and QwQ-32B in 2 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Gemini 3.5 Flash Lite leads 64.2 to 50.6.
  • The biggest single-benchmark swing is GPQA Diamond: 83.3% for Gemini 3.5 Flash Lite and 65.3% for QwQ-32B.
  • QwQ-32B has downloadable open weights; the other is API-only.

Side by side

Gemini 3.5 Flash LiteQwQ-32B
ProviderGoogleAlibaba (Qwen)
Noometry Index41.539.8
Released2026-07-212024-11-28
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.30—
Output $ / M tokens$2.50—
Results tracked3936

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Category by category

Coding Gemini 3.5 Flash Lite leads

Gemini 3.5 Flash Lite: 42.4 (#104), QwQ-32B: 35.4 (#226)

BenchmarkGemini 3.5 Flash LiteQwQ-32B
LMArena Coding14531333
Aider Polyglot—20.9%
LMArena WebDev1440—
SciCode41.3%—
WeirdML39%—
BigCodeBench Instruct—44.6%
LiveBench Coding—72.2%
BigCodeBench Complete—54.4%
ALE-Bench765.27—

Agentic & Tool Use Not comparable

Gemini 3.5 Flash Lite: 25.7 (#107), QwQ-32B: —

BenchmarkGemini 3.5 Flash LiteQwQ-32B
APEX-Agents29.3%—
GDP.pdf10%—

Reasoning Gemini 3.5 Flash Lite leads

Gemini 3.5 Flash Lite: 27.8 (#114), QwQ-32B: 23.7 (#174)

BenchmarkGemini 3.5 Flash LiteQwQ-32B
Chess Puzzles22%5%
LMArena Hard Prompts14411325
Epoch Capabilities Index145.13137.6
ARC-AGI-210.3%—
NYT Connections (extended)60.4%—
ARC-AGI-153.5%—
CritPt0%—
LiveBench Reasoning—83.5%
Mystery Game Puzzles19%—
DTBench83.5%—
LiveBench Data Analysis—65%
LMCA37.6%—
ForecastBench—58.3
LiveBench—72%

Math QwQ-32B leads

Gemini 3.5 Flash Lite: 25.9 (#264), QwQ-32B: 38.0 (#143)

BenchmarkGemini 3.5 Flash LiteQwQ-32B
OTIS Mock AIME 2024-202571.1%59.2%
LMArena Math14331359
FrontierMath (Tiers 1-3)26%—
FrontierMath Tier 40%—
ProofBench13%—
LiveBench Math—77.8%

Knowledge Gemini 3.5 Flash Lite leads

Gemini 3.5 Flash Lite: 50.1 (#72), QwQ-32B: 37.2 (#158)

BenchmarkGemini 3.5 Flash LiteQwQ-32B
GPQA Diamond83.3%65.3%
LMArena Expert14351324
Confabulations—15.6%

Multimodal Not comparable

Gemini 3.5 Flash Lite: 41.1 (#40), QwQ-32B: —

BenchmarkGemini 3.5 Flash LiteQwQ-32B
LMArena Vision1268—

Multilingual Gemini 3.5 Flash Lite leads

Gemini 3.5 Flash Lite: 53.5 (#63), QwQ-32B: 44.8 (#176)

BenchmarkGemini 3.5 Flash LiteQwQ-32B
LMArena Non-English14271305
LMArena Chinese14691378
LMArena French14511336
LMArena German14541313
LMArena Japanese14271262
LMArena Korean14071279
LMArena Russian14431297
LMArena Spanish14421354

Instruction Following Gemini 3.5 Flash Lite leads

Gemini 3.5 Flash Lite: 74.8 (#85), QwQ-32B: 72.6 (#137)

BenchmarkGemini 3.5 Flash LiteQwQ-32B
LMArena Instruction Following14201297
LiveBench Instruction Following—81.8%

Long Context QwQ-32B leads

Gemini 3.5 Flash Lite: 43.9 (#84), QwQ-32B: 49.0 (#11)

BenchmarkGemini 3.5 Flash LiteQwQ-32B
LMArena Longer Query14351308
Fiction.LiveBench—83.3%

Writing & Preference Gemini 3.5 Flash Lite leads

Gemini 3.5 Flash Lite: 64.2 (#57), QwQ-32B: 50.6 (#180)

BenchmarkGemini 3.5 Flash LiteQwQ-32B
LMArena Text14351329
LMArena Creative Writing14201288
EQ-Bench Creative Writing15591257
LMArena Multi-Turn14451314
Short-Story Creative Writing—80.2%
LiveBench Language—51.4%

Frequently asked questions

Is Gemini 3.5 Flash Lite better than QwQ-32B?

Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.5 to 39.8 on the Noometry Index.

Is Gemini 3.5 Flash Lite or QwQ-32B better for coding?

Gemini 3.5 Flash Lite scores higher on coding benchmarks: 42.4 versus 35.4 in the Noometry coding category.

How many benchmarks do Gemini 3.5 Flash Lite and QwQ-32B share?

22 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 39 scored results on Noometry and QwQ-32B has 36.

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