Model comparison
Granite 4.1 8b vs Llama 2-7B
Granite 4.1 8b is the stronger model overall, scoring 37.4 to 29.1 on the Noometry Index.
Last verified . 12 shared benchmarks.
MetaSummary
- They share 12 benchmarks with published results for both. Granite 4.1 8b scores higher in 8 categories and Llama 2-7B in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Granite 4.1 8b leads 48.1 to 28.0.
Side by side
| Granite 4.1 8b | Llama 2-7B | |
|---|---|---|
| Provider | IBM | Meta |
| Noometry Index | 37.4 | 29.1 |
| Released | — | 2023-07-18 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 13 | 29 |
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Category by category
Coding Too close to call
Granite 4.1 8b: 30.1 (#297), Llama 2-7B: 29.2 (#307)
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| LMArena Coding | 1312 | 1002 |
| LMArena WebDev | 1192 | — |
Reasoning Granite 4.1 8b leads
Granite 4.1 8b: 25.7 (#143), Llama 2-7B: 15.7 (#312)
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| LMArena Hard Prompts | 1293 | 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 Granite 4.1 8b leads
Granite 4.1 8b: 36.4 (#166), Llama 2-7B: 30.7 (#233)
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| LMArena Math | 1312 | 1042 |
| GSM8K | — | 16.7% |
Knowledge Granite 4.1 8b leads
Granite 4.1 8b: 36.1 (#174), Llama 2-7B: 28.2 (#248)
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| LMArena Expert | 1309 | 1036 |
| ARC (AI2) Challenge | — | 45.9% |
| BoolQ | — | 77.9% |
| MMLU | — | 45.8% |
| OpenBookQA | — | 58.6% |
| TriviaQA | — | 73.7% |
Multimodal Not comparable
Granite 4.1 8b: —, Llama 2-7B: —
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| ScienceQA | — | 43.1% |
Multilingual Granite 4.1 8b leads
Granite 4.1 8b: 41.7 (#204), Llama 2-7B: 23.8 (#293)
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| LMArena Non-English | 1261 | 973 |
| LMArena Chinese | 1337 | 973 |
| LMArena Russian | 1240 | 995 |
| LMArena French | — | 970 |
| LMArena German | — | 978 |
| LMArena Spanish | — | 1007 |
Instruction Following Granite 4.1 8b leads
Granite 4.1 8b: 66.9 (#203), Llama 2-7B: 50.8 (#298)
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| LMArena Instruction Following | 1269 | 1006 |
Long Context Granite 4.1 8b leads
Granite 4.1 8b: 38.7 (#193), Llama 2-7B: 30.4 (#287)
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| LMArena Longer Query | 1275 | 999 |
Writing & Preference Granite 4.1 8b leads
Granite 4.1 8b: 48.1 (#204), Llama 2-7B: 28.0 (#298)
| Benchmark | Granite 4.1 8b | Llama 2-7B |
|---|---|---|
| LMArena Text | 1290 | 1053 |
| LMArena Creative Writing | 1251 | 1033 |
| LMArena Multi-Turn | 1268 | 1029 |
Frequently asked questions
Is Granite 4.1 8b better than Llama 2-7B?
Granite 4.1 8b is the stronger model overall, scoring 37.4 to 29.1 on the Noometry Index.
Is Granite 4.1 8b or Llama 2-7B better for coding?
They score almost the same on coding (30.1 vs 29.2); test both on your own repository before choosing.
How many benchmarks do Granite 4.1 8b and Llama 2-7B share?
12 benchmarks have published results for both models. Granite 4.1 8b has 13 scored results on Noometry and Llama 2-7B has 29.