Model comparison
DeepSeek-V2.5 (Sep 2024) vs Phi 3 Mini 128k Instruct
DeepSeek-V2.5 (Sep 2024) is the stronger model overall, scoring 37.6 to 29.7 on the Noometry Index.
Last verified . 19 shared benchmarks.
DeepSeek
MicrosoftSummary
- They share 19 benchmarks with published results for both. DeepSeek-V2.5 (Sep 2024) scores higher in 8 categories and Phi 3 Mini 128k Instruct in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where DeepSeek-V2.5 (Sep 2024) leads 49.8 to 27.1.
- The biggest single-benchmark swing is BigCodeBench Instruct: 48.6% for DeepSeek-V2.5 (Sep 2024) and 29.6% for Phi 3 Mini 128k Instruct.
Side by side
| DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct | |
|---|---|---|
| Provider | DeepSeek | Microsoft |
| Noometry Index | 37.6 | 29.7 |
| Released | 2024-09-06 | 2024-04-23 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 22 | 19 |
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Category by category
Coding DeepSeek-V2.5 (Sep 2024) leads
DeepSeek-V2.5 (Sep 2024): 31.7 (#281), Phi 3 Mini 128k Instruct: 28.8 (#312)
| Benchmark | DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct |
|---|---|---|
| BigCodeBench Instruct | 48.6% | 29.6% |
| LMArena Coding | 1309 | 1039 |
| BigCodeBench Complete | 53.2% | 40.6% |
| Aider Polyglot | 17.8% | — |
| HumanEval+ | 83.5% | — |
| MBPP+ | 74.1% | — |
Reasoning DeepSeek-V2.5 (Sep 2024) leads
DeepSeek-V2.5 (Sep 2024): 25.6 (#145), Phi 3 Mini 128k Instruct: 19.6 (#256)
| Benchmark | DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1289 | 1028 |
Math DeepSeek-V2.5 (Sep 2024) leads
DeepSeek-V2.5 (Sep 2024): 35.9 (#177), Phi 3 Mini 128k Instruct: 31.6 (#222)
| Benchmark | DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Math | 1288 | 1089 |
Knowledge DeepSeek-V2.5 (Sep 2024) leads
DeepSeek-V2.5 (Sep 2024): 34.8 (#193), Phi 3 Mini 128k Instruct: 26.8 (#254)
| Benchmark | DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Expert | 1266 | 984 |
Multilingual DeepSeek-V2.5 (Sep 2024) leads
DeepSeek-V2.5 (Sep 2024): 42.5 (#193), Phi 3 Mini 128k Instruct: 25.2 (#285)
| Benchmark | DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Non-English | 1273 | 1000 |
| LMArena Chinese | 1318 | 1016 |
| LMArena French | 1289 | 1039 |
| LMArena German | 1258 | 1006 |
| LMArena Japanese | 1228 | 899 |
| LMArena Korean | 1209 | 856 |
| LMArena Russian | 1289 | 1004 |
| LMArena Spanish | 1248 | 1059 |
Instruction Following DeepSeek-V2.5 (Sep 2024) leads
DeepSeek-V2.5 (Sep 2024): 67.5 (#194), Phi 3 Mini 128k Instruct: 51.8 (#294)
| Benchmark | DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Instruction Following | 1280 | 1023 |
Long Context DeepSeek-V2.5 (Sep 2024) leads
DeepSeek-V2.5 (Sep 2024): 39.5 (#174), Phi 3 Mini 128k Instruct: 30.4 (#289)
| Benchmark | DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Longer Query | 1301 | 996 |
Writing & Preference DeepSeek-V2.5 (Sep 2024) leads
DeepSeek-V2.5 (Sep 2024): 49.8 (#187), Phi 3 Mini 128k Instruct: 27.1 (#301)
| Benchmark | DeepSeek-V2.5 (Sep 2024) | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Text | 1294 | 1050 |
| LMArena Creative Writing | 1285 | 1024 |
| LMArena Multi-Turn | 1297 | 989 |
Frequently asked questions
Is DeepSeek-V2.5 (Sep 2024) better than Phi 3 Mini 128k Instruct?
DeepSeek-V2.5 (Sep 2024) is the stronger model overall, scoring 37.6 to 29.7 on the Noometry Index.
Is DeepSeek-V2.5 (Sep 2024) or Phi 3 Mini 128k Instruct better for coding?
DeepSeek-V2.5 (Sep 2024) scores higher on coding benchmarks: 31.7 versus 28.8 in the Noometry coding category.
How many benchmarks do DeepSeek-V2.5 (Sep 2024) and Phi 3 Mini 128k Instruct share?
19 benchmarks have published results for both models. DeepSeek-V2.5 (Sep 2024) has 22 scored results on Noometry and Phi 3 Mini 128k Instruct has 19.