Model comparison
Granite 3.0 8b Instruct vs Phi-2
Granite 3.0 8b Instruct has enough public results to be ranked (#270); Phi-2 does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
MicrosoftSide by side
| Granite 3.0 8b Instruct | Phi-2 | |
|---|---|---|
| Provider | IBM | Microsoft |
| Noometry Index | 31.6 | — |
| Released | — | 2023-12-12 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 14 | 11 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Not comparable
Granite 3.0 8b Instruct: 29.7 (#301), Phi-2: —
| Benchmark | Granite 3.0 8b Instruct | Phi-2 |
|---|---|---|
| BigCodeBench Instruct | 29.3% | — |
| LMArena Coding | 1112 | — |
| BigCodeBench Complete | 35.4% | — |
| HumanEval+ | — | 45.1% |
| MBPP+ | — | 54.2% |
Reasoning Not comparable
Granite 3.0 8b Instruct: 20.9 (#230), Phi-2: —
| Benchmark | Granite 3.0 8b Instruct | Phi-2 |
|---|---|---|
| LMArena Hard Prompts | 1092 | — |
| Adversarial NLI | — | 42.5% |
| BIG-Bench Hard | — | 59.4% |
| Epoch Capabilities Index | — | 107.94 |
| HellaSwag | — | 53.6% |
| WinoGrande | — | 54.7% |
Math Not comparable
Granite 3.0 8b Instruct: 32.8 (#210), Phi-2: —
| Benchmark | Granite 3.0 8b Instruct | Phi-2 |
|---|---|---|
| LMArena Math | 1143 | — |
Knowledge Not comparable
Granite 3.0 8b Instruct: 29.6 (#236), Phi-2: —
| Benchmark | Granite 3.0 8b Instruct | Phi-2 |
|---|---|---|
| LMArena Expert | 1087 | — |
| ARC (AI2) Challenge | — | 75.9% |
| MMLU | — | 58.4% |
| OpenBookQA | — | 73.6% |
| TriviaQA | — | 45.2% |
Multilingual Not comparable
Granite 3.0 8b Instruct: 27.2 (#276), Phi-2: —
| Benchmark | Granite 3.0 8b Instruct | Phi-2 |
|---|---|---|
| LMArena Non-English | 1037 | — |
| LMArena Chinese | 1063 | — |
| LMArena Russian | 1060 | — |
Instruction Following Not comparable
Granite 3.0 8b Instruct: 56.0 (#276), Phi-2: —
| Benchmark | Granite 3.0 8b Instruct | Phi-2 |
|---|---|---|
| LMArena Instruction Following | 1088 | — |
Long Context Not comparable
Granite 3.0 8b Instruct: 34.0 (#252), Phi-2: —
| Benchmark | Granite 3.0 8b Instruct | Phi-2 |
|---|---|---|
| LMArena Longer Query | 1122 | — |
Writing & Preference Not comparable
Granite 3.0 8b Instruct: 31.1 (#285), Phi-2: —
| Benchmark | Granite 3.0 8b Instruct | Phi-2 |
|---|---|---|
| LMArena Text | 1096 | — |
| LMArena Creative Writing | 1071 | — |
| LMArena Multi-Turn | 1063 | — |
Frequently asked questions
Is Granite 3.0 8b Instruct better than Phi-2?
Granite 3.0 8b Instruct has enough public results to be ranked (#270); Phi-2 does not yet, so treat this comparison as directional.
How many benchmarks do Granite 3.0 8b Instruct and Phi-2 share?
0 benchmarks have published results for both models. Granite 3.0 8b Instruct has 14 scored results on Noometry and Phi-2 has 11.