Model comparison
Gemma 1.1 7b IT vs Llama 13b
Gemma 1.1 7b IT is the stronger model overall, scoring 31.3 to 24.4 on the Noometry Index.
Last verified . 8 shared benchmarks.
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MetaSummary
- They share 8 benchmarks with published results for both. Gemma 1.1 7b IT scores higher in 6 categories and Llama 13b in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in instruction following, where Gemma 1.1 7b IT leads 54.0 to 36.7.
Side by side
| Gemma 1.1 7b IT | Llama 13b | |
|---|---|---|
| Provider | Meta | |
| Noometry Index | 31.3 | 24.4 |
| Released | — | 2023-02-24 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 19 | 21 |
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Category by category
Coding Gemma 1.1 7b IT leads
Gemma 1.1 7b IT: 31.5 (#284), Llama 13b: 21.4 (#337)
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| LMArena Coding | 1084 | 683 |
| HumanEval+ | 35.4% | — |
| MBPP+ | 45% | — |
Reasoning Gemma 1.1 7b IT leads
Gemma 1.1 7b IT: 20.5 (#238), Llama 13b: 14.0 (#329)
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| LMArena Hard Prompts | 1071 | 728 |
| BIG-Bench Hard | — | 37.9% |
| Epoch Capabilities Index | — | 100.58 |
| HellaSwag | — | 79.2% |
| LAMBADA | — | 75.2% |
| PIQA | — | 80.1% |
| WinoGrande | — | 73% |
Math Gemma 1.1 7b IT leads
Gemma 1.1 7b IT: 32.0 (#220), Llama 13b: 26.7 (#256)
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| LMArena Math | 1107 | 838 |
| GSM8K | — | 20.6% |
Knowledge Not comparable
Gemma 1.1 7b IT: 28.3 (#247), Llama 13b: —
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| LMArena Expert | 1039 | — |
| ARC (AI2) Challenge | — | 52.7% |
| BoolQ | — | 78.7% |
| MMLU | — | 47.7% |
| OpenBookQA | — | 56.4% |
| TriviaQA | — | 77.9% |
Multimodal Not comparable
Gemma 1.1 7b IT: —, Llama 13b: —
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| ScienceQA | — | 43.3% |
Multilingual Gemma 1.1 7b IT leads
Gemma 1.1 7b IT: 28.1 (#273), Llama 13b: 16.6 (#297)
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| LMArena Non-English | 1052 | 819 |
| LMArena Chinese | 1061 | — |
| LMArena French | 1065 | — |
| LMArena German | 1054 | — |
| LMArena Japanese | 971 | — |
| LMArena Korean | 988 | — |
| LMArena Russian | 1046 | — |
| LMArena Spanish | 1049 | — |
Instruction Following Gemma 1.1 7b IT leads
Gemma 1.1 7b IT: 54.0 (#283), Llama 13b: 36.7 (#305)
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| LMArena Instruction Following | 1057 | 781 |
Long Context Not comparable
Gemma 1.1 7b IT: 32.1 (#272), Llama 13b: —
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| LMArena Longer Query | 1056 | — |
Writing & Preference Gemma 1.1 7b IT leads
Gemma 1.1 7b IT: 30.4 (#288), Llama 13b: 13.8 (#312)
| Benchmark | Gemma 1.1 7b IT | Llama 13b |
|---|---|---|
| LMArena Text | 1094 | 834 |
| LMArena Creative Writing | 1060 | 794 |
| LMArena Multi-Turn | 1040 | 753 |
Frequently asked questions
Is Gemma 1.1 7b IT better than Llama 13b?
Gemma 1.1 7b IT is the stronger model overall, scoring 31.3 to 24.4 on the Noometry Index.
Is Gemma 1.1 7b IT or Llama 13b better for coding?
Gemma 1.1 7b IT scores higher on coding benchmarks: 31.5 versus 21.4 in the Noometry coding category.
How many benchmarks do Gemma 1.1 7b IT and Llama 13b share?
8 benchmarks have published results for both models. Gemma 1.1 7b IT has 19 scored results on Noometry and Llama 13b has 21.