Model comparison
Phi 3 Mini 128k Instruct vs Phi 3 Mini 4k Instruct
Phi 3 Mini 128k Instruct is the stronger model overall, scoring 29.7 to 27.9 on the Noometry Index.
Last verified . 17 shared benchmarks.
MicrosoftSummary
- They share 17 benchmarks with published results for both. Phi 3 Mini 128k Instruct scores higher in 4 categories and Phi 3 Mini 4k Instruct in 4 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Phi 3 Mini 128k Instruct leads 19.6 to 14.1.
Side by side
| Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct | |
|---|---|---|
| Provider | Microsoft | Microsoft |
| Noometry Index | 29.7 | 27.9 |
| Released | 2024-04-23 | 2024-04-23 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 19 | 35 |
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Category by category
Coding Phi 3 Mini 128k Instruct leads
Phi 3 Mini 128k Instruct: 28.8 (#312), Phi 3 Mini 4k Instruct: 26.6 (#323)
| Benchmark | Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Coding | 1039 | 1093 |
| BigCodeBench Instruct | 29.6% | — |
| LiveBench Coding | — | 15.5% |
| BigCodeBench Complete | 40.6% | — |
| HumanEval+ | — | 59.1% |
| MBPP+ | — | 54.2% |
Reasoning Phi 3 Mini 128k Instruct leads
Phi 3 Mini 128k Instruct: 19.6 (#256), Phi 3 Mini 4k Instruct: 14.1 (#328)
| Benchmark | Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1028 | 1072 |
| Chess Puzzles | — | 0% |
| LiveBench Reasoning | — | 26.8% |
| LiveBench Data Analysis | — | 34.7% |
| Adversarial NLI | — | 52.8% |
| BIG-Bench Hard | — | 71.7% |
| HellaSwag | — | 76.7% |
| LiveBench | — | 22.4% |
| WinoGrande | — | 70.8% |
Math Phi 3 Mini 128k Instruct leads
Phi 3 Mini 128k Instruct: 31.6 (#222), Phi 3 Mini 4k Instruct: 26.6 (#257)
| Benchmark | Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Math | 1089 | 1111 |
| LiveBench Math | — | 15.7% |
Knowledge Phi 3 Mini 4k Instruct leads
Phi 3 Mini 128k Instruct: 26.8 (#254), Phi 3 Mini 4k Instruct: 28.5 (#246)
| Benchmark | Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Expert | 984 | 1045 |
| ARC (AI2) Challenge | — | 84.9% |
| MMLU | — | 68.8% |
| OpenBookQA | — | 88% |
| TriviaQA | — | 64% |
Multilingual Phi 3 Mini 4k Instruct leads
Phi 3 Mini 128k Instruct: 25.2 (#285), Phi 3 Mini 4k Instruct: 26.3 (#280)
| Benchmark | Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Non-English | 1000 | 1021 |
| LMArena Chinese | 1016 | 1021 |
| LMArena French | 1039 | 1076 |
| LMArena German | 1006 | 1044 |
| LMArena Japanese | 899 | 935 |
| LMArena Korean | 856 | 905 |
| LMArena Russian | 1004 | 1022 |
| LMArena Spanish | 1059 | 1085 |
Instruction Following Phi 3 Mini 128k Instruct leads
Phi 3 Mini 128k Instruct: 51.8 (#294), Phi 3 Mini 4k Instruct: 47.7 (#303)
| Benchmark | Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1023 | 1053 |
| LiveBench Instruction Following | — | 39.1% |
Long Context Phi 3 Mini 4k Instruct leads
Phi 3 Mini 128k Instruct: 30.4 (#289), Phi 3 Mini 4k Instruct: 31.7 (#276)
| Benchmark | Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Longer Query | 996 | 1044 |
Writing & Preference Too close to call
Phi 3 Mini 128k Instruct: 27.1 (#301), Phi 3 Mini 4k Instruct: 27.6 (#300)
| Benchmark | Phi 3 Mini 128k Instruct | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Text | 1050 | 1073 |
| LMArena Creative Writing | 1024 | 1037 |
| LMArena Multi-Turn | 989 | 1018 |
| LiveBench Language | — | 9.2% |
Frequently asked questions
Is Phi 3 Mini 128k Instruct better than Phi 3 Mini 4k Instruct?
Phi 3 Mini 128k Instruct is the stronger model overall, scoring 29.7 to 27.9 on the Noometry Index.
Is Phi 3 Mini 128k Instruct or Phi 3 Mini 4k Instruct better for coding?
Phi 3 Mini 128k Instruct scores higher on coding benchmarks: 28.8 versus 26.6 in the Noometry coding category.
How many benchmarks do Phi 3 Mini 128k Instruct and Phi 3 Mini 4k Instruct share?
17 benchmarks have published results for both models. Phi 3 Mini 128k Instruct has 19 scored results on Noometry and Phi 3 Mini 4k Instruct has 35.