Model comparison
Gemma 7B vs Yi-34B
Gemma 7B is the stronger model overall, scoring 29.5 to 27.4 on the Noometry Index.
Last verified . 17 shared benchmarks.
GoogleSummary
- They share 17 benchmarks with published results for both. Gemma 7B scores higher in 2 categories and Yi-34B in 6 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemma 7B leads 26.8 to 7.5.
Side by side
| Gemma 7B | Yi-34B | |
|---|---|---|
| Provider | 01.AI | |
| Noometry Index | 29.5 | 27.4 |
| Released | 2024-02-21 | 2023-11-02 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 23 |
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Category by category
Coding Yi-34B leads
Gemma 7B: 29.9 (#290), Yi-34B: 31.8 (#269)
| Benchmark | Gemma 7B | Yi-34B |
|---|---|---|
| LMArena Coding | 1048 | 1112 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Yi-34B leads
Gemma 7B: 19.0 (#247), Yi-34B: 20.3 (#222)
| Benchmark | Gemma 7B | Yi-34B |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1104 |
| BIG-Bench Hard | 55.1% | 71.7% |
| Epoch Capabilities Index | 111.74 | 117.28 |
| Adversarial NLI | 48.7% | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Gemma 7B leads
Gemma 7B: 28.7 (#225), Yi-34B: 19.8 (#277)
| Benchmark | Gemma 7B | Yi-34B |
|---|---|---|
| LMArena Math | 1066 | 1114 |
| GSM8K | 46.4% | 76% |
| MATH Level 5 | — | 5.1% |
Knowledge Gemma 7B leads
Gemma 7B: 26.8 (#248), Yi-34B: 7.5 (#304)
| Benchmark | Gemma 7B | Yi-34B |
|---|---|---|
| LMArena Expert | 1002 | 1061 |
| MMLU | 66.1% | 76.3% |
| GPQA Diamond | — | 14.7% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Yi-34B leads
Gemma 7B: 25.3 (#282), Yi-34B: 29.9 (#259)
| Benchmark | Gemma 7B | Yi-34B |
|---|---|---|
| LMArena Non-English | 999 | 1079 |
| LMArena Chinese | 1035 | 1175 |
| LMArena French | 1024 | 1080 |
| LMArena Russian | 993 | 1050 |
| LMArena German | — | 1042 |
| LMArena Japanese | — | 993 |
| LMArena Korean | — | 959 |
| LMArena Spanish | — | 1070 |
Instruction Following Yi-34B leads
Gemma 7B: 51.7 (#290), Yi-34B: 56.4 (#269)
| Benchmark | Gemma 7B | Yi-34B |
|---|---|---|
| LMArena Instruction Following | 1017 | 1091 |
Long Context Yi-34B leads
Gemma 7B: 31.1 (#277), Yi-34B: 33.2 (#259)
| Benchmark | Gemma 7B | Yi-34B |
|---|---|---|
| LMArena Longer Query | 1022 | 1094 |
Writing & Preference Yi-34B leads
Gemma 7B: 27.2 (#297), Yi-34B: 34.3 (#268)
| Benchmark | Gemma 7B | Yi-34B |
|---|---|---|
| LMArena Text | 1056 | 1129 |
| LMArena Creative Writing | 1024 | 1108 |
| LMArena Multi-Turn | 963 | 1113 |
Frequently asked questions
Is Gemma 7B better than Yi-34B?
Gemma 7B is the stronger model overall, scoring 29.5 to 27.4 on the Noometry Index.
Is Gemma 7B or Yi-34B better for coding?
Yi-34B scores higher on coding benchmarks: 31.8 versus 29.9 in the Noometry coding category.
How many benchmarks do Gemma 7B and Yi-34B share?
17 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Yi-34B has 23.