Model comparison
Phi 3 Small 8k Instruct vs Wizardlm 70b
Wizardlm 70b is the stronger model overall, scoring 32.4 to 28.8 on the Noometry Index.
Last verified . 12 shared benchmarks.
MicrosoftSummary
- They share 12 benchmarks with published results for both. Phi 3 Small 8k Instruct scores higher in 0 categories and Wizardlm 70b in 7 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Wizardlm 70b leads 19.8 to 14.2.
Side by side
| Phi 3 Small 8k Instruct | Wizardlm 70b | |
|---|---|---|
| Provider | Microsoft | Microsoft |
| Noometry Index | 28.8 | 32.4 |
| Released | 2024-04-23 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 32 | 12 |
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Category by category
Coding Wizardlm 70b leads
Phi 3 Small 8k Instruct: 27.4 (#313), Wizardlm 70b: 30.9 (#280)
| Benchmark | Phi 3 Small 8k Instruct | Wizardlm 70b |
|---|---|---|
| LMArena Coding | 1102 | 1081 |
| LiveBench Coding | 20.3% | — |
Reasoning Wizardlm 70b leads
Phi 3 Small 8k Instruct: 14.2 (#319), Wizardlm 70b: 19.8 (#231)
| Benchmark | Phi 3 Small 8k Instruct | Wizardlm 70b |
|---|---|---|
| LMArena Hard Prompts | 1100 | 1079 |
| LiveBench Reasoning | 15.9% | — |
| LiveBench Data Analysis | 30.3% | — |
| Adversarial NLI | 58.1% | — |
| BIG-Bench Hard | 79.1% | — |
| HellaSwag | 77% | — |
| LiveBench | 24% | — |
| WinoGrande | 81.5% | — |
Math Wizardlm 70b leads
Phi 3 Small 8k Instruct: 25.4 (#247), Wizardlm 70b: 29.7 (#216)
| Benchmark | Phi 3 Small 8k Instruct | Wizardlm 70b |
|---|---|---|
| LMArena Math | 1151 | 1116 |
| LiveBench Math | 17.6% | — |
Knowledge Not comparable
Phi 3 Small 8k Instruct: 28.5 (#237), Wizardlm 70b: —
| Benchmark | Phi 3 Small 8k Instruct | Wizardlm 70b |
|---|---|---|
| LMArena Expert | 1067 | — |
| ARC (AI2) Challenge | 90.7% | — |
| MMLU | 75.7% | — |
| OpenBookQA | 88% | — |
| TriviaQA | 58.1% | — |
Multilingual Wizardlm 70b leads
Phi 3 Small 8k Instruct: 28.6 (#267), Wizardlm 70b: 29.8 (#260)
| Benchmark | Phi 3 Small 8k Instruct | Wizardlm 70b |
|---|---|---|
| LMArena Non-English | 1058 | 1078 |
| LMArena Chinese | 1061 | 1052 |
| LMArena German | 1080 | 1083 |
| LMArena Russian | 1111 | 1155 |
| LMArena French | 1134 | — |
| LMArena Japanese | 966 | — |
| LMArena Korean | 894 | — |
| LMArena Spanish | 1111 | — |
Instruction Following Wizardlm 70b leads
Phi 3 Small 8k Instruct: 52.2 (#287), Wizardlm 70b: 56.5 (#268)
| Benchmark | Phi 3 Small 8k Instruct | Wizardlm 70b |
|---|---|---|
| LMArena Instruction Following | 1087 | 1093 |
| LiveBench Instruction Following | 47.2% | — |
Long Context Too close to call
Phi 3 Small 8k Instruct: 33.0 (#262), Wizardlm 70b: 33.3 (#258)
| Benchmark | Phi 3 Small 8k Instruct | Wizardlm 70b |
|---|---|---|
| LMArena Longer Query | 1088 | 1097 |
Writing & Preference Wizardlm 70b leads
Phi 3 Small 8k Instruct: 31.3 (#279), Wizardlm 70b: 34.9 (#264)
| Benchmark | Phi 3 Small 8k Instruct | Wizardlm 70b |
|---|---|---|
| LMArena Text | 1110 | 1120 |
| LMArena Creative Writing | 1083 | 1149 |
| LMArena Multi-Turn | 1068 | 1108 |
| LiveBench Language | 12.9% | — |
Frequently asked questions
Is Phi 3 Small 8k Instruct better than Wizardlm 70b?
Wizardlm 70b is the stronger model overall, scoring 32.4 to 28.8 on the Noometry Index.
Is Phi 3 Small 8k Instruct or Wizardlm 70b better for coding?
Wizardlm 70b scores higher on coding benchmarks: 30.9 versus 27.4 in the Noometry coding category.
How many benchmarks do Phi 3 Small 8k Instruct and Wizardlm 70b share?
12 benchmarks have published results for both models. Phi 3 Small 8k Instruct has 32 scored results on Noometry and Wizardlm 70b has 12.