Model comparison
Granite 3.1 2b Instruct vs Llama 13b
Granite 3.1 2b Instruct is the stronger model overall, scoring 33.2 to 24.4 on the Noometry Index.
Last verified . 8 shared benchmarks.
MetaSummary
- They share 8 benchmarks with published results for both. Granite 3.1 2b Instruct 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 Granite 3.1 2b Instruct leads 57.7 to 36.7.
Side by side
| Granite 3.1 2b Instruct | Llama 13b | |
|---|---|---|
| Provider | IBM | Meta |
| Noometry Index | 33.2 | 24.4 |
| Released | — | 2023-02-24 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 21 |
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Category by category
Coding Granite 3.1 2b Instruct leads
Granite 3.1 2b Instruct: 33.4 (#257), Llama 13b: 21.4 (#337)
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| LMArena Coding | 1149 | 683 |
Reasoning Granite 3.1 2b Instruct leads
Granite 3.1 2b Instruct: 22.0 (#209), Llama 13b: 14.0 (#329)
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| LMArena Hard Prompts | 1138 | 728 |
| BIG-Bench Hard | — | 37.9% |
| Epoch Capabilities Index | — | 100.58 |
| HellaSwag | — | 79.2% |
| LAMBADA | — | 75.2% |
| PIQA | — | 80.1% |
| WinoGrande | — | 73% |
Math Granite 3.1 2b Instruct leads
Granite 3.1 2b Instruct: 33.1 (#206), Llama 13b: 26.7 (#256)
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| LMArena Math | 1159 | 838 |
| GSM8K | — | 20.6% |
Knowledge Not comparable
Granite 3.1 2b Instruct: 30.8 (#224), Llama 13b: —
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| LMArena Expert | 1131 | — |
| ARC (AI2) Challenge | — | 52.7% |
| BoolQ | — | 78.7% |
| MMLU | — | 47.7% |
| OpenBookQA | — | 56.4% |
| TriviaQA | — | 77.9% |
Multimodal Not comparable
Granite 3.1 2b Instruct: —, Llama 13b: —
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| ScienceQA | — | 43.3% |
Multilingual Granite 3.1 2b Instruct leads
Granite 3.1 2b Instruct: 29.1 (#269), Llama 13b: 16.6 (#297)
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| LMArena Non-English | 1068 | 819 |
| LMArena Chinese | 1139 | — |
| LMArena Russian | 1063 | — |
Instruction Following Granite 3.1 2b Instruct leads
Granite 3.1 2b Instruct: 57.7 (#264), Llama 13b: 36.7 (#305)
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| LMArena Instruction Following | 1116 | 781 |
Long Context Not comparable
Granite 3.1 2b Instruct: 35.0 (#244), Llama 13b: —
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| LMArena Longer Query | 1155 | — |
Writing & Preference Granite 3.1 2b Instruct leads
Granite 3.1 2b Instruct: 34.1 (#274), Llama 13b: 13.8 (#312)
| Benchmark | Granite 3.1 2b Instruct | Llama 13b |
|---|---|---|
| LMArena Text | 1127 | 834 |
| LMArena Creative Writing | 1116 | 794 |
| LMArena Multi-Turn | 1099 | 753 |
Frequently asked questions
Is Granite 3.1 2b Instruct better than Llama 13b?
Granite 3.1 2b Instruct is the stronger model overall, scoring 33.2 to 24.4 on the Noometry Index.
Is Granite 3.1 2b Instruct or Llama 13b better for coding?
Granite 3.1 2b Instruct scores higher on coding benchmarks: 33.4 versus 21.4 in the Noometry coding category.
How many benchmarks do Granite 3.1 2b Instruct and Llama 13b share?
8 benchmarks have published results for both models. Granite 3.1 2b Instruct has 12 scored results on Noometry and Llama 13b has 21.