Model comparison
Gemma 1.1 7b IT vs Phi 3 Medium 4k Instruct
Phi 3 Medium 4k Instruct is the stronger model overall, scoring 32.4 to 30.7 on the Noometry Index.
Last verified . 17 shared benchmarks.
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MicrosoftSummary
- They share 17 benchmarks with published results for both. Gemma 1.1 7b IT scores higher in 0 categories and Phi 3 Medium 4k Instruct in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Phi 3 Medium 4k Instruct leads 34.3 to 30.6.
Side by side
| Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct | |
|---|---|---|
| Provider | Microsoft | |
| Noometry Index | 30.7 | 32.4 |
| Released | — | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 19 | 17 |
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Category by category
Coding Phi 3 Medium 4k Instruct leads
Gemma 1.1 7b IT: 31.0 (#279), Phi 3 Medium 4k Instruct: 32.3 (#263)
| Benchmark | Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Coding | 1084 | 1130 |
| HumanEval+ | 35.4% | — |
| MBPP+ | 45% | — |
Reasoning Phi 3 Medium 4k Instruct leads
Gemma 1.1 7b IT: 19.6 (#235), Phi 3 Medium 4k Instruct: 20.8 (#214)
| Benchmark | Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1071 | 1127 |
Math Phi 3 Medium 4k Instruct leads
Gemma 1.1 7b IT: 29.5 (#217), Phi 3 Medium 4k Instruct: 30.9 (#202)
| Benchmark | Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Math | 1107 | 1173 |
Knowledge Phi 3 Medium 4k Instruct leads
Gemma 1.1 7b IT: 27.8 (#242), Phi 3 Medium 4k Instruct: 29.6 (#226)
| Benchmark | Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Expert | 1039 | 1108 |
Multilingual Phi 3 Medium 4k Instruct leads
Gemma 1.1 7b IT: 28.3 (#268), Phi 3 Medium 4k Instruct: 30.8 (#258)
| Benchmark | Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | 1052 | 1094 |
| LMArena Chinese | 1060 | 1108 |
| LMArena French | 1064 | 1109 |
| LMArena German | 1054 | 1101 |
| LMArena Japanese | 971 | 1042 |
| LMArena Korean | 988 | 954 |
| LMArena Russian | 1046 | 1145 |
| LMArena Spanish | 1049 | 1095 |
Instruction Following Phi 3 Medium 4k Instruct leads
Gemma 1.1 7b IT: 54.3 (#278), Phi 3 Medium 4k Instruct: 57.8 (#263)
| Benchmark | Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1057 | 1114 |
Long Context Phi 3 Medium 4k Instruct leads
Gemma 1.1 7b IT: 32.0 (#267), Phi 3 Medium 4k Instruct: 33.9 (#250)
| Benchmark | Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | 1056 | 1120 |
Writing & Preference Phi 3 Medium 4k Instruct leads
Gemma 1.1 7b IT: 30.6 (#283), Phi 3 Medium 4k Instruct: 34.3 (#267)
| Benchmark | Gemma 1.1 7b IT | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | 1094 | 1138 |
| LMArena Creative Writing | 1059 | 1106 |
| LMArena Multi-Turn | 1040 | 1088 |
Frequently asked questions
Is Gemma 1.1 7b IT better than Phi 3 Medium 4k Instruct?
Phi 3 Medium 4k Instruct is the stronger model overall, scoring 32.4 to 30.7 on the Noometry Index.
Is Gemma 1.1 7b IT or Phi 3 Medium 4k Instruct better for coding?
Phi 3 Medium 4k Instruct scores higher on coding benchmarks: 32.3 versus 31.0 in the Noometry coding category.
How many benchmarks do Gemma 1.1 7b IT and Phi 3 Medium 4k Instruct share?
17 benchmarks have published results for both models. Gemma 1.1 7b IT has 19 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.