Model comparison
Gemma 7B vs Yi-1.5-34B
Gemma 7B and Yi-1.5-34B score almost the same on the Noometry Index (30.0 vs 30.6), so choose on price, context window or the category you care about most.
Last verified . 13 shared benchmarks.
GoogleSummary
- They share 13 benchmarks with published results for both. Gemma 7B scores higher in 2 categories and Yi-1.5-34B in 6 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemma 7B leads 27.3 to 14.8.
Side by side
| Gemma 7B | Yi-1.5-34B | |
|---|---|---|
| Provider | 01.AI | |
| Noometry Index | 30.0 | 30.6 |
| Released | 2024-02-21 | 2024-05-13 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 21 |
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Category by category
Coding Yi-1.5-34B leads
Gemma 7B: 30.5 (#294), Yi-1.5-34B: 32.4 (#272)
| Benchmark | Gemma 7B | Yi-1.5-34B |
|---|---|---|
| LMArena Coding | 1048 | 1169 |
| BigCodeBench Instruct | — | 33.9% |
| BigCodeBench Complete | — | 43.8% |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Yi-1.5-34B leads
Gemma 7B: 19.9 (#249), Yi-1.5-34B: 22.5 (#191)
| Benchmark | Gemma 7B | Yi-1.5-34B |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1160 |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Gemma 7B leads
Gemma 7B: 31.2 (#228), Yi-1.5-34B: 27.5 (#249)
| Benchmark | Gemma 7B | Yi-1.5-34B |
|---|---|---|
| LMArena Math | 1066 | 1182 |
| MATH Level 5 | — | 25.5% |
| GSM8K | 46.4% | — |
Knowledge Gemma 7B leads
Gemma 7B: 27.3 (#252), Yi-1.5-34B: 14.8 (#295)
| Benchmark | Gemma 7B | Yi-1.5-34B |
|---|---|---|
| LMArena Expert | 1001 | 1144 |
| GPQA Diamond | — | 32% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Yi-1.5-34B leads
Gemma 7B: 25.1 (#287), Yi-1.5-34B: 32.3 (#256)
| Benchmark | Gemma 7B | Yi-1.5-34B |
|---|---|---|
| LMArena Non-English | 999 | 1121 |
| LMArena Chinese | 1035 | 1213 |
| LMArena French | 1025 | 1156 |
| LMArena Russian | 993 | 1091 |
| LMArena German | — | 1111 |
| LMArena Japanese | — | 1021 |
| LMArena Korean | — | 1005 |
| LMArena Spanish | — | 1121 |
Instruction Following Yi-1.5-34B leads
Gemma 7B: 51.5 (#295), Yi-1.5-34B: 59.2 (#257)
| Benchmark | Gemma 7B | Yi-1.5-34B |
|---|---|---|
| LMArena Instruction Following | 1017 | 1139 |
Long Context Yi-1.5-34B leads
Gemma 7B: 31.1 (#282), Yi-1.5-34B: 34.6 (#248)
| Benchmark | Gemma 7B | Yi-1.5-34B |
|---|---|---|
| LMArena Longer Query | 1022 | 1143 |
Writing & Preference Yi-1.5-34B leads
Gemma 7B: 27.1 (#302), Yi-1.5-34B: 37.4 (#257)
| Benchmark | Gemma 7B | Yi-1.5-34B |
|---|---|---|
| LMArena Text | 1056 | 1173 |
| LMArena Creative Writing | 1024 | 1135 |
| LMArena Multi-Turn | 963 | 1153 |
Frequently asked questions
Is Gemma 7B better than Yi-1.5-34B?
Gemma 7B and Yi-1.5-34B score almost the same on the Noometry Index (30.0 vs 30.6), so choose on price, context window or the category you care about most.
Is Gemma 7B or Yi-1.5-34B better for coding?
Yi-1.5-34B scores higher on coding benchmarks: 32.4 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and Yi-1.5-34B share?
13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Yi-1.5-34B has 21.