Model comparison
Granite 3.1 8b Instruct vs Llama 2-34B
Granite 3.1 8b Instruct has enough public results to be ranked (#258); Llama 2-34B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
MetaSummary
- Granite 3.1 8b Instruct has downloadable open weights; the other is API-only.
Side by side
| Granite 3.1 8b Instruct | Llama 2-34B | |
|---|---|---|
| Provider | IBM | Meta |
| Noometry Index | 32.4 | — |
| Released | — | 2023-07-18 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 13 | 10 |
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Category by category
Coding Not comparable
Granite 3.1 8b Instruct: 34.5 (#233), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| LMArena Coding | 1186 | — |
Agentic & Tool Use Not comparable
Granite 3.1 8b Instruct: 24.1 (#120), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 27.1% | — |
Reasoning Not comparable
Granite 3.1 8b Instruct: 22.1 (#207), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| LMArena Hard Prompts | 1145 | — |
| BIG-Bench Hard | — | 44.1% |
| Epoch Capabilities Index | — | 105.2 |
| PIQA | — | 81.9% |
| WinoGrande | — | 76.7% |
Math Not comparable
Granite 3.1 8b Instruct: 33.0 (#209), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| LMArena Math | 1152 | — |
| GSM8K | — | 42.2% |
Knowledge Not comparable
Granite 3.1 8b Instruct: 31.1 (#220), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| LMArena Expert | 1142 | — |
| ARC (AI2) Challenge | — | 54.5% |
| BoolQ | — | 83.7% |
| MMLU | — | 62.6% |
| OpenBookQA | — | 58.2% |
| TriviaQA | — | 84.6% |
Multilingual Not comparable
Granite 3.1 8b Instruct: 30.9 (#260), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| LMArena Non-English | 1099 | — |
| LMArena Chinese | 1145 | — |
| LMArena Russian | 1092 | — |
Instruction Following Not comparable
Granite 3.1 8b Instruct: 58.6 (#259), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| LMArena Instruction Following | 1131 | — |
Long Context Not comparable
Granite 3.1 8b Instruct: 35.2 (#241), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| LMArena Longer Query | 1162 | — |
Writing & Preference Not comparable
Granite 3.1 8b Instruct: 35.5 (#266), Llama 2-34B: —
| Benchmark | Granite 3.1 8b Instruct | Llama 2-34B |
|---|---|---|
| LMArena Text | 1150 | — |
| LMArena Creative Writing | 1129 | — |
| LMArena Multi-Turn | 1108 | — |
Frequently asked questions
Is Granite 3.1 8b Instruct better than Llama 2-34B?
Granite 3.1 8b Instruct has enough public results to be ranked (#258); Llama 2-34B does not yet, so treat this comparison as directional.
How many benchmarks do Granite 3.1 8b Instruct and Llama 2-34B share?
0 benchmarks have published results for both models. Granite 3.1 8b Instruct has 13 scored results on Noometry and Llama 2-34B has 10.