# Gemini 2.5 Flash-Lite vs QwQ-32B

> QwQ-32B is the stronger model overall, scoring 39.4 to 36.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-2-5-flash-lite-vs-qwq-32b
- Last updated: 2026-10-10
- Shared benchmarks: 19

## Summary

- They share 19 benchmarks with published results for both. Gemini 2.5 Flash-Lite scores higher in 3 categories and QwQ-32B in 5 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in long context, where QwQ-32B leads 49.0 to 33.3.
- The biggest single-benchmark swing is Fiction.LiveBench: 47.2% for Gemini 2.5 Flash-Lite and 83.3% for QwQ-32B.
- QwQ-32B has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| Provider | Google | Alibaba (Qwen) |
| Noometry Index | 36.4 | 39.4 |
| Rank | 208 | 153 |
| Context | 1.05M | — |
| Input $/M | $0.10 | — |
| Output $/M | $0.40 | — |
| Weights | Proprietary | Open |

## Coding

- Gemini 2.5 Flash-Lite: 38.0 (#167)
- QwQ-32B: 34.9 (#220)

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| LMArena Coding | 1373 | 1333 |
| Aider Polyglot | — | 20.9% |
| WeirdML | 35.2% | — |
| BigCodeBench Instruct | — | 44.6% |
| LiveBench Coding | — | 72.2% |
| BigCodeBench Complete | — | 54.4% |
| ALE-Bench | 325.9 | — |

## Agentic & Tool Use

- Gemini 2.5 Flash-Lite: 27.8 (#89)
- QwQ-32B: —

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 36.9% | — |

## Reasoning

- Gemini 2.5 Flash-Lite: 21.5 (#196)
- QwQ-32B: 22.9 (#171)

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| LMArena Hard Prompts | 1377 | 1326 |
| Epoch Capabilities Index | 133.93 | 137.6 |
| Kagi LLM Benchmark | 40.5% | — |
| Chess Puzzles | — | 5% |
| LiveBench Reasoning | — | 83.5% |
| DTBench | 62.8% | — |
| LiveBench Data Analysis | — | 65% |
| LMCA | 18.1% | — |
| ForecastBench | — | 58.3 |
| LiveBench | — | 72% |

## Math

- Gemini 2.5 Flash-Lite: 35.5 (#144)
- QwQ-32B: 36.2 (#123)

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| LMArena Math | 1373 | 1359 |
| OTIS Mock AIME 2024-2025 | — | 59.2% |
| Omni-MATH | 48% | — |
| LiveBench Math | — | 77.8% |

## Knowledge

- Gemini 2.5 Flash-Lite: 32.1 (#206)
- QwQ-32B: 37.2 (#150)

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| LMArena Expert | 1373 | 1323 |
| GPQA Diamond | — | 65.3% |
| MMLU-Pro | 53.7% | — |
| Confabulations | — | 15.6% |
| Vectara Hallucination Rate | 3.3% | — |
| GPQA (HELM) | 30.9% | — |

## Multimodal

- Gemini 2.5 Flash-Lite: 28.6 (#109)
- QwQ-32B: —

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| LMArena Vision | 1198 | — |
| VPCT | 30% | — |

## Multilingual

- Gemini 2.5 Flash-Lite: 49.5 (#129)
- QwQ-32B: 45.0 (#171)

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| LMArena Non-English | 1369 | 1306 |
| LMArena Chinese | 1404 | 1378 |
| LMArena French | 1388 | 1337 |
| LMArena German | 1390 | 1313 |
| LMArena Japanese | 1359 | 1263 |
| LMArena Korean | 1358 | 1278 |
| LMArena Russian | 1373 | 1297 |
| LMArena Spanish | 1396 | 1353 |

## Instruction Following

- Gemini 2.5 Flash-Lite: 70.2 (#163)
- QwQ-32B: 72.8 (#131)

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| LMArena Instruction Following | 1366 | 1297 |
| LiveBench Instruction Following | — | 81.8% |
| IFEval | 81% | — |

## Long Context

- Gemini 2.5 Flash-Lite: 33.3 (#257)
- QwQ-32B: 49.0 (#11)

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| Fiction.LiveBench | 47.2% | 83.3% |
| LMArena Longer Query | 1373 | 1308 |

## Writing & Preference

- Gemini 2.5 Flash-Lite: 57.0 (#130)
- QwQ-32B: 50.9 (#175)

| Benchmark | Gemini 2.5 Flash-Lite | QwQ-32B |
|---|---|---|
| LMArena Text | 1379 | 1329 |
| LMArena Creative Writing | 1366 | 1288 |
| LMArena Multi-Turn | 1367 | 1314 |
| Short-Story Creative Writing | — | 80.2% |
| EQ-Bench Creative Writing | — | 1257 |
| WildBench | 81.8% | — |
| LiveBench Language | — | 51.4% |

## FAQ

### Is Gemini 2.5 Flash-Lite better than QwQ-32B?

QwQ-32B is the stronger model overall, scoring 39.4 to 36.4 on the Noometry Index.

### Is Gemini 2.5 Flash-Lite or QwQ-32B better for coding?

Gemini 2.5 Flash-Lite scores higher on coding benchmarks: 38.0 versus 34.9 in the Noometry coding category.

### How many benchmarks do Gemini 2.5 Flash-Lite and QwQ-32B share?

19 benchmarks have published results for both models. Gemini 2.5 Flash-Lite has 33 scored results on Noometry and QwQ-32B has 36.