Model comparison
Gemini Advanced 0514 vs Gemma 2B
Gemini Advanced 0514 is the stronger model overall, scoring 37.7 to 29.6 on the Noometry Index.
Last verified . 11 shared benchmarks.
GoogleSummary
- They share 11 benchmarks with published results for both. Gemini Advanced 0514 scores higher in 7 categories and Gemma 2B in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini Advanced 0514 leads 48.5 to 24.0.
- Gemma 2B has downloadable open weights; the other is API-only.
Side by side
| Gemini Advanced 0514 | Gemma 2B | |
|---|---|---|
| Provider | ||
| Noometry Index | 37.7 | 29.6 |
| Released | — | 2024-02-21 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 23 |
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Category by category
Coding Gemini Advanced 0514 leads
Gemini Advanced 0514: 36.6 (#205), Gemma 2B: 29.4 (#305)
| Benchmark | Gemini Advanced 0514 | Gemma 2B |
|---|---|---|
| LMArena Coding | 1255 | 1010 |
| HumanEval+ | — | 20.7% |
| MBPP+ | — | 34.1% |
Reasoning Gemini Advanced 0514 leads
Gemini Advanced 0514: 24.6 (#160), Gemma 2B: 18.8 (#275)
| Benchmark | Gemini Advanced 0514 | Gemma 2B |
|---|---|---|
| LMArena Hard Prompts | 1248 | 989 |
| BIG-Bench Hard | — | 35.2% |
| Epoch Capabilities Index | — | 94.2 |
| HellaSwag | — | 71.4% |
| PIQA | — | 77.3% |
| WinoGrande | — | 65.4% |
Math Gemini Advanced 0514 leads
Gemini Advanced 0514: 35.5 (#181), Gemma 2B: 30.0 (#239)
| Benchmark | Gemini Advanced 0514 | Gemma 2B |
|---|---|---|
| LMArena Math | 1272 | 1009 |
| GSM8K | — | 17.7% |
Knowledge Not comparable
Gemini Advanced 0514: 33.3 (#205), Gemma 2B: —
| Benchmark | Gemini Advanced 0514 | Gemma 2B |
|---|---|---|
| LMArena Expert | 1215 | — |
| ARC (AI2) Challenge | — | 42.1% |
| BoolQ | — | 69.4% |
| MMLU | — | 42.3% |
| TriviaQA | — | 53.2% |
Multilingual Gemini Advanced 0514 leads
Gemini Advanced 0514: 42.6 (#192), Gemma 2B: 23.0 (#294)
| Benchmark | Gemini Advanced 0514 | Gemma 2B |
|---|---|---|
| LMArena Non-English | 1274 | 958 |
| LMArena Chinese | 1274 | 986 |
| LMArena Russian | 1283 | 937 |
| LMArena French | 1307 | — |
| 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 2B: 48.5 (#302)
| Benchmark | Gemini Advanced 0514 | Gemma 2B |
|---|---|---|
| LMArena Instruction Following | 1253 | 970 |
Long Context Gemini Advanced 0514 leads
Gemini Advanced 0514: 38.0 (#207), Gemma 2B: 29.9 (#291)
| Benchmark | Gemini Advanced 0514 | Gemma 2B |
|---|---|---|
| LMArena Longer Query | 1253 | 981 |
Writing & Preference Gemini Advanced 0514 leads
Gemini Advanced 0514: 48.5 (#200), Gemma 2B: 24.0 (#308)
| Benchmark | Gemini Advanced 0514 | Gemma 2B |
|---|---|---|
| LMArena Text | 1279 | 1002 |
| LMArena Creative Writing | 1284 | 987 |
| LMArena Multi-Turn | 1269 | 945 |
Frequently asked questions
Is Gemini Advanced 0514 better than Gemma 2B?
Gemini Advanced 0514 is the stronger model overall, scoring 37.7 to 29.6 on the Noometry Index.
Is Gemini Advanced 0514 or Gemma 2B better for coding?
Gemini Advanced 0514 scores higher on coding benchmarks: 36.6 versus 29.4 in the Noometry coding category.
How many benchmarks do Gemini Advanced 0514 and Gemma 2B share?
11 benchmarks have published results for both models. Gemini Advanced 0514 has 17 scored results on Noometry and Gemma 2B has 23.