Model comparison
Gemma 2 27B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 29.4 on the Noometry Index.
Last verified . 15 shared benchmarks.
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MicrosoftSummary
- They share 15 benchmarks with published results for both. Gemma 2 27B scores higher in 5 categories and Phi 3 Mini 4k Instruct June 2024 in 3 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Phi 3 Mini 4k Instruct June 2024 leads 33.0 to 10.7.
Side by side
| Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Microsoft | |
| Noometry Index | 29.4 | 31.3 |
| 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 | 15 |
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Category by category
Coding Gemma 2 27B leads
Gemma 2 27B: 34.1 (#246), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1211 | 1093 |
| BigCodeBench Instruct | 42.8% | — |
| LiveBench Coding | 36% | — |
| BigCodeBench Complete | 52.5% | — |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2 27B: 15.3 (#315), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1198 | 1087 |
| LiveBench Reasoning | 28.1% | — |
| DTBench | 48% | — |
| LiveBench Data Analysis | 47.9% | — |
| LMCA | 7.1% | — |
| Epoch Capabilities Index | 122.08 | — |
| LiveBench | 38.2% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2 27B: 10.7 (#311), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1212 | 1152 |
| OTIS Mock AIME 2024-2025 | 1.4% | — |
| LiveBench Math | 26.5% | — |
| MATH Level 5 | 27.9% | — |
Knowledge Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2 27B: 19.0 (#280), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1172 | 1051 |
| GPQA Diamond | 36.5% | — |
| Confabulations | 27.1% | — |
| MMLU | 75.7% | — |
Multilingual Gemma 2 27B leads
Gemma 2 27B: 38.6 (#226), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1217 | 1013 |
| LMArena Chinese | 1221 | 1033 |
| LMArena German | 1209 | 1031 |
| LMArena Japanese | 1175 | 954 |
| LMArena Korean | 1174 | 880 |
| LMArena Russian | 1234 | 1019 |
| LMArena French | 1247 | — |
| LMArena Spanish | 1228 | — |
Instruction Following Gemma 2 27B leads
Gemma 2 27B: 60.5 (#249), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1206 | 1058 |
| LiveBench Instruction Following | 58.1% | — |
Long Context Gemma 2 27B leads
Gemma 2 27B: 37.3 (#218), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1231 | 1042 |
Writing & Preference Gemma 2 27B leads
Gemma 2 27B: 44.2 (#225), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Gemma 2 27B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1231 | 1080 |
| LMArena Creative Writing | 1241 | 1045 |
| LMArena Multi-Turn | 1224 | 1049 |
| LiveBench Language | 32.6% | — |
Frequently asked questions
Is Gemma 2 27B better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 29.4 on the Noometry Index.
Is Gemma 2 27B or Phi 3 Mini 4k Instruct June 2024 better for coding?
Gemma 2 27B scores higher on coding benchmarks: 34.1 versus 31.8 in the Noometry coding category.
How many benchmarks do Gemma 2 27B and Phi 3 Mini 4k Instruct June 2024 share?
15 benchmarks have published results for both models. Gemma 2 27B has 34 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.