Model comparison
Granite 3.0 2b Instruct vs Phi-2
Granite 3.0 2b Instruct has enough public results to be ranked (#286); Phi-2 does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
MicrosoftSide by side
| Granite 3.0 2b Instruct | Phi-2 | |
|---|---|---|
| Provider | IBM | Microsoft |
| Noometry Index | 30.8 | — |
| Released | — | 2023-12-12 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 13 | 11 |
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Category by category
Coding Not comparable
Granite 3.0 2b Instruct: 28.3 (#316), Phi-2: —
| Benchmark | Granite 3.0 2b Instruct | Phi-2 |
|---|---|---|
| BigCodeBench Instruct | 20.5% | — |
| LMArena Coding | 1090 | — |
| HumanEval+ | — | 45.1% |
| MBPP+ | — | 54.2% |
Reasoning Not comparable
Granite 3.0 2b Instruct: 20.5 (#235), Phi-2: —
| Benchmark | Granite 3.0 2b Instruct | Phi-2 |
|---|---|---|
| LMArena Hard Prompts | 1073 | — |
| 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 2b Instruct: 32.2 (#217), Phi-2: —
| Benchmark | Granite 3.0 2b Instruct | Phi-2 |
|---|---|---|
| LMArena Math | 1117 | — |
Knowledge Not comparable
Granite 3.0 2b Instruct: 29.0 (#241), Phi-2: —
| Benchmark | Granite 3.0 2b Instruct | Phi-2 |
|---|---|---|
| LMArena Expert | 1064 | — |
| ARC (AI2) Challenge | — | 75.9% |
| MMLU | — | 58.4% |
| OpenBookQA | — | 73.6% |
| TriviaQA | — | 45.2% |
Multilingual Not comparable
Granite 3.0 2b Instruct: 27.0 (#278), Phi-2: —
| Benchmark | Granite 3.0 2b Instruct | Phi-2 |
|---|---|---|
| LMArena Non-English | 1033 | — |
| LMArena Chinese | 1070 | — |
| LMArena Russian | 1045 | — |
Instruction Following Not comparable
Granite 3.0 2b Instruct: 53.9 (#284), Phi-2: —
| Benchmark | Granite 3.0 2b Instruct | Phi-2 |
|---|---|---|
| LMArena Instruction Following | 1056 | — |
Long Context Not comparable
Granite 3.0 2b Instruct: 32.5 (#268), Phi-2: —
| Benchmark | Granite 3.0 2b Instruct | Phi-2 |
|---|---|---|
| LMArena Longer Query | 1070 | — |
Writing & Preference Not comparable
Granite 3.0 2b Instruct: 29.6 (#292), Phi-2: —
| Benchmark | Granite 3.0 2b Instruct | Phi-2 |
|---|---|---|
| LMArena Text | 1080 | — |
| LMArena Creative Writing | 1046 | — |
| LMArena Multi-Turn | 1053 | — |
Frequently asked questions
Is Granite 3.0 2b Instruct better than Phi-2?
Granite 3.0 2b Instruct has enough public results to be ranked (#286); Phi-2 does not yet, so treat this comparison as directional.
How many benchmarks do Granite 3.0 2b Instruct and Phi-2 share?
0 benchmarks have published results for both models. Granite 3.0 2b Instruct has 13 scored results on Noometry and Phi-2 has 11.