Model comparison
Gemma 2 27B vs Granite 3.0 8b Instruct
Granite 3.0 8b Instruct is the stronger model overall, scoring 31.6 to 29.4 on the Noometry Index.
Last verified . 14 shared benchmarks.
GoogleSummary
- They share 14 benchmarks with published results for both. Gemma 2 27B scores higher in 5 categories and Granite 3.0 8b Instruct in 3 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Granite 3.0 8b Instruct leads 32.8 to 10.7.
- The biggest single-benchmark swing is BigCodeBench Complete: 52.5% for Gemma 2 27B and 35.4% for Granite 3.0 8b Instruct.
Side by side
| Gemma 2 27B | Granite 3.0 8b Instruct | |
|---|---|---|
| Provider | IBM | |
| Noometry Index | 29.4 | 31.6 |
| Released | 2024-06-24 | — |
| Weights | Open | Open |
| Context window | 8K | — |
| Max output | 2K | — |
| Input $ / M tokens | $0.65 | — |
| Output $ / M tokens | $0.65 | — |
| Results tracked | 34 | 14 |
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Category by category
Coding Gemma 2 27B leads
Gemma 2 27B: 34.1 (#246), Granite 3.0 8b Instruct: 29.7 (#301)
| Benchmark | Gemma 2 27B | Granite 3.0 8b Instruct |
|---|---|---|
| BigCodeBench Instruct | 42.8% | 29.3% |
| LMArena Coding | 1211 | 1112 |
| BigCodeBench Complete | 52.5% | 35.4% |
| LiveBench Coding | 36% | — |
Reasoning Granite 3.0 8b Instruct leads
Gemma 2 27B: 15.3 (#315), Granite 3.0 8b Instruct: 20.9 (#230)
| Benchmark | Gemma 2 27B | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1198 | 1092 |
| LiveBench Reasoning | 28.1% | — |
| DTBench | 48% | — |
| LiveBench Data Analysis | 47.9% | — |
| LMCA | 7.1% | — |
| Epoch Capabilities Index | 122.08 | — |
| LiveBench | 38.2% | — |
Math Granite 3.0 8b Instruct leads
Gemma 2 27B: 10.7 (#311), Granite 3.0 8b Instruct: 32.8 (#210)
| Benchmark | Gemma 2 27B | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Math | 1212 | 1143 |
| OTIS Mock AIME 2024-2025 | 1.4% | — |
| LiveBench Math | 26.5% | — |
| MATH Level 5 | 27.9% | — |
Knowledge Granite 3.0 8b Instruct leads
Gemma 2 27B: 19.0 (#280), Granite 3.0 8b Instruct: 29.6 (#236)
| Benchmark | Gemma 2 27B | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Expert | 1172 | 1087 |
| GPQA Diamond | 36.5% | — |
| Confabulations | 27.1% | — |
| MMLU | 75.7% | — |
Multilingual Gemma 2 27B leads
Gemma 2 27B: 38.6 (#226), Granite 3.0 8b Instruct: 27.2 (#276)
| Benchmark | Gemma 2 27B | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Non-English | 1217 | 1037 |
| LMArena Chinese | 1221 | 1063 |
| LMArena Russian | 1234 | 1060 |
| LMArena French | 1247 | — |
| LMArena German | 1209 | — |
| LMArena Japanese | 1175 | — |
| LMArena Korean | 1174 | — |
| LMArena Spanish | 1228 | — |
Instruction Following Gemma 2 27B leads
Gemma 2 27B: 60.5 (#249), Granite 3.0 8b Instruct: 56.0 (#276)
| Benchmark | Gemma 2 27B | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Instruction Following | 1206 | 1088 |
| LiveBench Instruction Following | 58.1% | — |
Long Context Gemma 2 27B leads
Gemma 2 27B: 37.3 (#218), Granite 3.0 8b Instruct: 34.0 (#252)
| Benchmark | Gemma 2 27B | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Longer Query | 1231 | 1122 |
Writing & Preference Gemma 2 27B leads
Gemma 2 27B: 44.2 (#225), Granite 3.0 8b Instruct: 31.1 (#285)
| Benchmark | Gemma 2 27B | Granite 3.0 8b Instruct |
|---|---|---|
| LMArena Text | 1231 | 1096 |
| LMArena Creative Writing | 1241 | 1071 |
| LMArena Multi-Turn | 1224 | 1063 |
| LiveBench Language | 32.6% | — |
Frequently asked questions
Is Gemma 2 27B better than Granite 3.0 8b Instruct?
Granite 3.0 8b Instruct is the stronger model overall, scoring 31.6 to 29.4 on the Noometry Index.
Is Gemma 2 27B or Granite 3.0 8b Instruct better for coding?
Gemma 2 27B scores higher on coding benchmarks: 34.1 versus 29.7 in the Noometry coding category.
How many benchmarks do Gemma 2 27B and Granite 3.0 8b Instruct share?
14 benchmarks have published results for both models. Gemma 2 27B has 34 scored results on Noometry and Granite 3.0 8b Instruct has 14.