Noometry

Model comparison

Gemini 3.1 Flash Lite vs QwQ-32B

Gemini 3.1 Flash Lite and QwQ-32B score almost the same on the Noometry Index (40.8 vs 39.8), so choose on price, context window or the category you care about most.

Last verified . 22 shared benchmarks.

Gemini 3.1 Flash Lite Google

40.8

Rank #144 Confirmed

QwQ-32B Alibaba (Qwen)

39.8

Rank #159 Confirmed

Summary

  • They share 22 benchmarks with published results for both. Gemini 3.1 Flash Lite scores higher in 6 categories and QwQ-32B in 2 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Gemini 3.1 Flash Lite leads 60.9 to 50.6.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 80% for Gemini 3.1 Flash Lite and 59.2% for QwQ-32B.
  • QwQ-32B has downloadable open weights; the other is API-only.

Side by side

Gemini 3.1 Flash LiteQwQ-32B
ProviderGoogleAlibaba (Qwen)
Noometry Index40.839.8
Released2026-03-032024-11-28
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.25—
Output $ / M tokens$1.50—
Results tracked3836

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Category by category

Coding Gemini 3.1 Flash Lite leads

Gemini 3.1 Flash Lite: 37.8 (#188), QwQ-32B: 35.4 (#226)

BenchmarkGemini 3.1 Flash LiteQwQ-32B
LMArena Coding14001333
Aider Polyglot—20.9%
LMArena WebDev1256—
SciCode41.9%—
WeirdML52.2%—
BigCodeBench Instruct—44.6%
LiveBench Coding—72.2%
BigCodeBench Complete—54.4%
ALE-Bench797.73—

Agentic & Tool Use Not comparable

Gemini 3.1 Flash Lite: 30.2 (#79), QwQ-32B: —

BenchmarkGemini 3.1 Flash LiteQwQ-32B
DeepResearch Bench37.3%—

Reasoning Too close to call

Gemini 3.1 Flash Lite: 22.9 (#186), QwQ-32B: 23.7 (#174)

BenchmarkGemini 3.1 Flash LiteQwQ-32B
Chess Puzzles25%5%
LMArena Hard Prompts14071325
Epoch Capabilities Index144.47137.6
ForecastBench54.458.3
Kagi LLM Benchmark67.2%—
NYT Connections (extended)8.2%—
CritPt1.1%—
EnigmaEval3%—
Thematic Generalization63.3%—
LiveBench Reasoning—83.5%
DTBench76.8%—
LiveBench Data Analysis—65%
LMCA35%—
LiveBench—72%

Math Gemini 3.1 Flash Lite leads

Gemini 3.1 Flash Lite: 40.7 (#90), QwQ-32B: 38.0 (#143)

BenchmarkGemini 3.1 Flash LiteQwQ-32B
OTIS Mock AIME 2024-202580%59.2%
LMArena Math14281359
FrontierMath (Tiers 1-3)27.7%—
LiveBench Math—77.8%

Knowledge Gemini 3.1 Flash Lite leads

Gemini 3.1 Flash Lite: 41.9 (#104), QwQ-32B: 37.2 (#158)

BenchmarkGemini 3.1 Flash LiteQwQ-32B
GPQA Diamond81.8%65.3%
LMArena Expert13981324
Humanity's Last Exam8.6%—
Confabulations—15.6%
Vectara Hallucination Rate8.2%—

Multimodal Not comparable

Gemini 3.1 Flash Lite: 39.4 (#60), QwQ-32B: —

BenchmarkGemini 3.1 Flash LiteQwQ-32B
LMArena Vision1240—

Multilingual Gemini 3.1 Flash Lite leads

Gemini 3.1 Flash Lite: 52.3 (#86), QwQ-32B: 44.8 (#176)

BenchmarkGemini 3.1 Flash LiteQwQ-32B
LMArena Non-English14111305
LMArena Chinese14611378
LMArena French14241336
LMArena German14291313
LMArena Japanese14131262
LMArena Korean13921279
LMArena Russian14201297
LMArena Spanish14211354

Instruction Following Too close to call

Gemini 3.1 Flash Lite: 72.7 (#131), QwQ-32B: 72.6 (#137)

BenchmarkGemini 3.1 Flash LiteQwQ-32B
LMArena Instruction Following13771297
LiveBench Instruction Following—81.8%

Long Context QwQ-32B leads

Gemini 3.1 Flash Lite: 42.5 (#122), QwQ-32B: 49.0 (#11)

BenchmarkGemini 3.1 Flash LiteQwQ-32B
LMArena Longer Query13941308
Fiction.LiveBench—83.3%

Writing & Preference Gemini 3.1 Flash Lite leads

Gemini 3.1 Flash Lite: 60.9 (#94), QwQ-32B: 50.6 (#180)

BenchmarkGemini 3.1 Flash LiteQwQ-32B
LMArena Text14161329
LMArena Creative Writing14011288
LMArena Multi-Turn14171314
Short-Story Creative Writing—80.2%
EQ-Bench Creative Writing—1257
LiveBench Language—51.4%

Frequently asked questions

Is Gemini 3.1 Flash Lite better than QwQ-32B?

Gemini 3.1 Flash Lite and QwQ-32B score almost the same on the Noometry Index (40.8 vs 39.8), so choose on price, context window or the category you care about most.

Is Gemini 3.1 Flash Lite or QwQ-32B better for coding?

Gemini 3.1 Flash Lite scores higher on coding benchmarks: 37.8 versus 35.4 in the Noometry coding category.

How many benchmarks do Gemini 3.1 Flash Lite and QwQ-32B share?

22 benchmarks have published results for both models. Gemini 3.1 Flash Lite has 38 scored results on Noometry and QwQ-32B has 36.

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