Model comparison
Gemini Advanced 0514 vs Llama 2-7B
Gemini Advanced 0514 is the stronger model overall, scoring 37.7 to 29.1 on the Noometry Index.
Last verified . 15 shared benchmarks.
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MetaSummary
- They share 15 benchmarks with published results for both. Gemini Advanced 0514 scores higher in 8 categories and Llama 2-7B 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 28.0.
- Llama 2-7B has downloadable open weights; the other is API-only.
Side by side
| Gemini Advanced 0514 | Llama 2-7B | |
|---|---|---|
| Provider | Meta | |
| Noometry Index | 37.7 | 29.1 |
| Released | — | 2023-07-18 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 29 |
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Category by category
Coding Gemini Advanced 0514 leads
Gemini Advanced 0514: 36.6 (#205), Llama 2-7B: 29.2 (#307)
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| LMArena Coding | 1255 | 1002 |
Reasoning Gemini Advanced 0514 leads
Gemini Advanced 0514: 24.6 (#160), Llama 2-7B: 15.7 (#312)
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| LMArena Hard Prompts | 1248 | 1009 |
| Chess Puzzles | — | 0% |
| BIG-Bench Hard | — | 39.2% |
| Epoch Capabilities Index | — | 99.06 |
| HellaSwag | — | 77.2% |
| LAMBADA | — | 73.3% |
| PIQA | — | 78.8% |
| WinoGrande | — | 69.2% |
Math Gemini Advanced 0514 leads
Gemini Advanced 0514: 35.5 (#181), Llama 2-7B: 30.7 (#233)
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| LMArena Math | 1272 | 1042 |
| GSM8K | — | 16.7% |
Knowledge Gemini Advanced 0514 leads
Gemini Advanced 0514: 33.3 (#205), Llama 2-7B: 28.2 (#248)
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| LMArena Expert | 1215 | 1036 |
| ARC (AI2) Challenge | — | 45.9% |
| BoolQ | — | 77.9% |
| MMLU | — | 45.8% |
| OpenBookQA | — | 58.6% |
| TriviaQA | — | 73.7% |
Multimodal Not comparable
Gemini Advanced 0514: —, Llama 2-7B: —
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| ScienceQA | — | 43.1% |
Multilingual Gemini Advanced 0514 leads
Gemini Advanced 0514: 42.6 (#192), Llama 2-7B: 23.8 (#293)
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| LMArena Non-English | 1274 | 973 |
| LMArena Chinese | 1274 | 973 |
| LMArena French | 1307 | 970 |
| LMArena German | 1275 | 978 |
| LMArena Russian | 1283 | 995 |
| LMArena Spanish | 1242 | 1007 |
| LMArena Japanese | 1242 | — |
| LMArena Korean | 1232 | — |
Instruction Following Gemini Advanced 0514 leads
Gemini Advanced 0514: 66.0 (#212), Llama 2-7B: 50.8 (#298)
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| LMArena Instruction Following | 1253 | 1006 |
Long Context Gemini Advanced 0514 leads
Gemini Advanced 0514: 38.0 (#207), Llama 2-7B: 30.4 (#287)
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| LMArena Longer Query | 1253 | 999 |
Writing & Preference Gemini Advanced 0514 leads
Gemini Advanced 0514: 48.5 (#200), Llama 2-7B: 28.0 (#298)
| Benchmark | Gemini Advanced 0514 | Llama 2-7B |
|---|---|---|
| LMArena Text | 1279 | 1053 |
| LMArena Creative Writing | 1284 | 1033 |
| LMArena Multi-Turn | 1269 | 1029 |
Frequently asked questions
Is Gemini Advanced 0514 better than Llama 2-7B?
Gemini Advanced 0514 is the stronger model overall, scoring 37.7 to 29.1 on the Noometry Index.
Is Gemini Advanced 0514 or Llama 2-7B better for coding?
Gemini Advanced 0514 scores higher on coding benchmarks: 36.6 versus 29.2 in the Noometry coding category.
How many benchmarks do Gemini Advanced 0514 and Llama 2-7B share?
15 benchmarks have published results for both models. Gemini Advanced 0514 has 17 scored results on Noometry and Llama 2-7B has 29.