Noometry

Model comparison

Gemini 2.0 Flash-Lite vs QwQ-32B

QwQ-32B is the stronger model overall, scoring 39.4 to 37.3 on the Noometry Index.

Last verified . 25 shared benchmarks.

Gemini 2.0 Flash-Lite Google

37.3

Rank #189 Confirmed

QwQ-32B Alibaba (Qwen)

39.4

Rank #153 Confirmed

Summary

  • They share 25 benchmarks with published results for both. Gemini 2.0 Flash-Lite scores higher in 3 categories and QwQ-32B in 5 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in long context, where QwQ-32B leads 49.0 to 40.1.
  • The biggest single-benchmark swing is LiveBench Reasoning: 50.1% for Gemini 2.0 Flash-Lite and 83.5% for QwQ-32B.
  • QwQ-32B has downloadable open weights; the other is API-only.

Side by side

Gemini 2.0 Flash-LiteQwQ-32B
ProviderGoogleAlibaba (Qwen)
Noometry Index37.339.4
Released2025-02-052024-11-28
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3236

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Category by category

Coding Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 37.4 (#181), QwQ-32B: 34.9 (#220)

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LiveBench Coding47.1%72.2%
LMArena Coding13221333
Aider Polyglot—20.9%
BigCodeBench Instruct—44.6%
BigCodeBench Complete—54.4%

Reasoning QwQ-32B leads

Gemini 2.0 Flash-Lite: 21.2 (#203), QwQ-32B: 22.9 (#171)

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LiveBench Reasoning50.1%83.5%
LMArena Hard Prompts13241326
LiveBench Data Analysis65.5%65%
ForecastBench57.158.3
LiveBench54.3%72%
Chess Puzzles—5%
DTBench52.5%—
Epoch Capabilities Index—137.6

Math QwQ-32B leads

Gemini 2.0 Flash-Lite: 31.8 (#192), QwQ-32B: 36.2 (#123)

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LiveBench Math58.1%77.8%
LMArena Math13091359
OTIS Mock AIME 2024-2025—59.2%
Omni-MATH37.4%—

Knowledge QwQ-32B leads

Gemini 2.0 Flash-Lite: 34.6 (#185), QwQ-32B: 37.2 (#150)

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LMArena Expert13051323
GPQA Diamond—65.3%
MMLU-Pro72%—
Confabulations—15.6%
GPQA (HELM)50%—

Multimodal Not comparable

Gemini 2.0 Flash-Lite: 30.6 (#103), QwQ-32B: —

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LMArena Vision1100—

Multilingual Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 46.2 (#156), QwQ-32B: 45.0 (#171)

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LMArena Non-English13231306
LMArena Chinese13391378
LMArena French13461337
LMArena German13061313
LMArena Japanese13021263
LMArena Korean13251278
LMArena Russian13281297
LMArena Spanish13131353

Instruction Following QwQ-32B leads

Gemini 2.0 Flash-Lite: 70.6 (#158), QwQ-32B: 72.8 (#131)

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LiveBench Instruction Following78.3%81.8%
LMArena Instruction Following13051297
IFEval82.4%—

Long Context QwQ-32B leads

Gemini 2.0 Flash-Lite: 40.1 (#155), QwQ-32B: 49.0 (#11)

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LMArena Longer Query13211308
Fiction.LiveBench—83.3%

Writing & Preference Gemini 2.0 Flash-Lite leads

Gemini 2.0 Flash-Lite: 51.9 (#172), QwQ-32B: 50.9 (#175)

BenchmarkGemini 2.0 Flash-LiteQwQ-32B
LMArena Text13301329
LMArena Creative Writing13191288
LMArena Multi-Turn13071314
LiveBench Language34.3%51.4%
Short-Story Creative Writing—80.2%
EQ-Bench Creative Writing—1257
WildBench79%—

Frequently asked questions

Is Gemini 2.0 Flash-Lite better than QwQ-32B?

QwQ-32B is the stronger model overall, scoring 39.4 to 37.3 on the Noometry Index.

Is Gemini 2.0 Flash-Lite or QwQ-32B better for coding?

Gemini 2.0 Flash-Lite scores higher on coding benchmarks: 37.4 versus 34.9 in the Noometry coding category.

How many benchmarks do Gemini 2.0 Flash-Lite and QwQ-32B share?

25 benchmarks have published results for both models. Gemini 2.0 Flash-Lite has 32 scored results on Noometry and QwQ-32B has 36.

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