Model comparison
Gemma 7B vs QwQ-32B
QwQ-32B is the stronger model overall, scoring 39.4 to 29.5 on the Noometry Index.
Last verified . 14 shared benchmarks.
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Alibaba (Qwen)Summary
- They share 14 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and QwQ-32B in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where QwQ-32B leads 50.9 to 27.2.
Side by side
| Gemma 7B | QwQ-32B | |
|---|---|---|
| Provider | Alibaba (Qwen) | |
| Noometry Index | 29.5 | 39.4 |
| Released | 2024-02-21 | 2024-11-28 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 36 |
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Category by category
Coding QwQ-32B leads
Gemma 7B: 29.9 (#290), QwQ-32B: 34.9 (#220)
| Benchmark | Gemma 7B | QwQ-32B |
|---|---|---|
| LMArena Coding | 1048 | 1333 |
| Aider Polyglot | — | 20.9% |
| BigCodeBench Instruct | — | 44.6% |
| LiveBench Coding | — | 72.2% |
| BigCodeBench Complete | — | 54.4% |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning QwQ-32B leads
Gemma 7B: 19.0 (#247), QwQ-32B: 22.9 (#171)
| Benchmark | Gemma 7B | QwQ-32B |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1326 |
| Epoch Capabilities Index | 111.74 | 137.6 |
| Chess Puzzles | — | 5% |
| LiveBench Reasoning | — | 83.5% |
| LiveBench Data Analysis | — | 65% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| ForecastBench | — | 58.3 |
| HellaSwag | 82.2% | — |
| LiveBench | — | 72% |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math QwQ-32B leads
Gemma 7B: 28.7 (#225), QwQ-32B: 36.2 (#123)
| Benchmark | Gemma 7B | QwQ-32B |
|---|---|---|
| LMArena Math | 1066 | 1359 |
| OTIS Mock AIME 2024-2025 | — | 59.2% |
| LiveBench Math | — | 77.8% |
| GSM8K | 46.4% | — |
Knowledge QwQ-32B leads
Gemma 7B: 26.8 (#248), QwQ-32B: 37.2 (#150)
| Benchmark | Gemma 7B | QwQ-32B |
|---|---|---|
| LMArena Expert | 1002 | 1323 |
| GPQA Diamond | — | 65.3% |
| Confabulations | — | 15.6% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual QwQ-32B leads
Gemma 7B: 25.3 (#282), QwQ-32B: 45.0 (#171)
| Benchmark | Gemma 7B | QwQ-32B |
|---|---|---|
| LMArena Non-English | 999 | 1306 |
| LMArena Chinese | 1035 | 1378 |
| LMArena French | 1024 | 1337 |
| LMArena Russian | 993 | 1297 |
| LMArena German | — | 1313 |
| LMArena Japanese | — | 1263 |
| LMArena Korean | — | 1278 |
| LMArena Spanish | — | 1353 |
Instruction Following QwQ-32B leads
Gemma 7B: 51.7 (#290), QwQ-32B: 72.8 (#131)
| Benchmark | Gemma 7B | QwQ-32B |
|---|---|---|
| LMArena Instruction Following | 1017 | 1297 |
| LiveBench Instruction Following | — | 81.8% |
Long Context QwQ-32B leads
Gemma 7B: 31.1 (#277), QwQ-32B: 49.0 (#11)
| Benchmark | Gemma 7B | QwQ-32B |
|---|---|---|
| LMArena Longer Query | 1022 | 1308 |
| Fiction.LiveBench | — | 83.3% |
Writing & Preference QwQ-32B leads
Gemma 7B: 27.2 (#297), QwQ-32B: 50.9 (#175)
| Benchmark | Gemma 7B | QwQ-32B |
|---|---|---|
| LMArena Text | 1056 | 1329 |
| LMArena Creative Writing | 1024 | 1288 |
| LMArena Multi-Turn | 963 | 1314 |
| Short-Story Creative Writing | — | 80.2% |
| EQ-Bench Creative Writing | — | 1257 |
| LiveBench Language | — | 51.4% |
Frequently asked questions
Is Gemma 7B better than QwQ-32B?
QwQ-32B is the stronger model overall, scoring 39.4 to 29.5 on the Noometry Index.
Is Gemma 7B or QwQ-32B better for coding?
QwQ-32B scores higher on coding benchmarks: 34.9 versus 29.9 in the Noometry coding category.
How many benchmarks do Gemma 7B and QwQ-32B share?
14 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and QwQ-32B has 36.