Model comparison
Gemini Advanced 0514 vs Gemma 7B
Gemini Advanced 0514 is the stronger model overall, scoring 37.7 to 30.0 on the Noometry Index.
Last verified . 13 shared benchmarks.
GoogleSummary
- They share 13 benchmarks with published results for both. Gemini Advanced 0514 scores higher in 8 categories and Gemma 7B in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini Advanced 0514 leads 48.5 to 27.1.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Gemini Advanced 0514 | Gemma 7B | |
|---|---|---|
| Provider | ||
| Noometry Index | 37.7 | 30.0 |
| Released | — | 2024-02-21 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 27 |
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Category by category
Coding Gemini Advanced 0514 leads
Gemini Advanced 0514: 36.6 (#205), Gemma 7B: 30.5 (#294)
| Benchmark | Gemini Advanced 0514 | Gemma 7B |
|---|---|---|
| LMArena Coding | 1255 | 1048 |
| HumanEval+ | — | 28.7% |
| MBPP+ | — | 43.4% |
Reasoning Gemini Advanced 0514 leads
Gemini Advanced 0514: 24.6 (#160), Gemma 7B: 19.9 (#249)
| Benchmark | Gemini Advanced 0514 | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1248 | 1042 |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| Epoch Capabilities Index | — | 111.99 |
| HellaSwag | — | 82.2% |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |
Math Gemini Advanced 0514 leads
Gemini Advanced 0514: 35.5 (#181), Gemma 7B: 31.2 (#228)
| Benchmark | Gemini Advanced 0514 | Gemma 7B |
|---|---|---|
| LMArena Math | 1272 | 1066 |
| GSM8K | — | 46.4% |
Knowledge Gemini Advanced 0514 leads
Gemini Advanced 0514: 33.3 (#205), Gemma 7B: 27.3 (#252)
| Benchmark | Gemini Advanced 0514 | Gemma 7B |
|---|---|---|
| LMArena Expert | 1215 | 1001 |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| MMLU | — | 66.1% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |
Multilingual Gemini Advanced 0514 leads
Gemini Advanced 0514: 42.6 (#192), Gemma 7B: 25.1 (#287)
| Benchmark | Gemini Advanced 0514 | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1274 | 999 |
| LMArena Chinese | 1274 | 1035 |
| LMArena French | 1307 | 1025 |
| LMArena Russian | 1283 | 993 |
| LMArena German | 1275 | — |
| LMArena Japanese | 1242 | — |
| LMArena Korean | 1232 | — |
| LMArena Spanish | 1242 | — |
Instruction Following Gemini Advanced 0514 leads
Gemini Advanced 0514: 66.0 (#212), Gemma 7B: 51.5 (#295)
| Benchmark | Gemini Advanced 0514 | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1253 | 1017 |
Long Context Gemini Advanced 0514 leads
Gemini Advanced 0514: 38.0 (#207), Gemma 7B: 31.1 (#282)
| Benchmark | Gemini Advanced 0514 | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1253 | 1022 |
Writing & Preference Gemini Advanced 0514 leads
Gemini Advanced 0514: 48.5 (#200), Gemma 7B: 27.1 (#302)
| Benchmark | Gemini Advanced 0514 | Gemma 7B |
|---|---|---|
| LMArena Text | 1279 | 1056 |
| LMArena Creative Writing | 1284 | 1024 |
| LMArena Multi-Turn | 1269 | 963 |
Frequently asked questions
Is Gemini Advanced 0514 better than Gemma 7B?
Gemini Advanced 0514 is the stronger model overall, scoring 37.7 to 30.0 on the Noometry Index.
Is Gemini Advanced 0514 or Gemma 7B better for coding?
Gemini Advanced 0514 scores higher on coding benchmarks: 36.6 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemini Advanced 0514 and Gemma 7B share?
13 benchmarks have published results for both models. Gemini Advanced 0514 has 17 scored results on Noometry and Gemma 7B has 27.