Model comparison
Ministral 3B vs Phi-4
Phi-4 is the stronger model overall, scoring 31.2 to 26.2 on the Noometry Index.
Last verified . 4 shared benchmarks.
Mistral AI
MicrosoftSummary
- They share 4 benchmarks with published results for both. Ministral 3B scores higher in 2 categories and Phi-4 in 1 category; 2 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Phi-4 leads 32.6 to 10.4.
- The biggest single-benchmark swing is MATH Level 5: 14.4% for Ministral 3B and 64.9% for Phi-4.
- Phi-4 is cheaper at $0.07 / $0.14 per million input/output tokens, against $0.10 / $0.10 for Ministral 3B.
- Ministral 3B accepts more context: 131K tokens versus 128K.
Side by side
| Ministral 3B | Phi-4 | |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 26.2 | 31.2 |
| Released | 2024-10-01 | 2024-12-11 |
| Weights | Open | Open |
| Context window | 131K | 128K |
| Max output | 262K | 4K |
| Input $ / M tokens | $0.10 | $0.07 |
| Output $ / M tokens | $0.10 | $0.14 |
| Results tracked | 6 | 37 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Not comparable
Ministral 3B: —, Phi-4: 34.4 (#239)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| BigCodeBench Instruct | — | 45.5% |
| LiveBench Coding | — | 30.7% |
| LMArena Coding | — | 1231 |
| BigCodeBench Complete | — | 55.4% |
Agentic & Tool Use Not comparable
Ministral 3B: —, Phi-4: 22.8 (#128)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 28.8% |
| BALROG | — | 11.6% |
Reasoning Too close to call
Ministral 3B: 18.4 (#282), Phi-4: 17.7 (#291)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| Epoch Capabilities Index | 118.1 | 130.42 |
| Chess Puzzles | — | 1% |
| LiveBench Reasoning | — | 47.8% |
| LMArena Hard Prompts | — | 1220 |
| DTBench | 51.7% | — |
| LiveBench Data Analysis | — | 45.2% |
| LMCA | 5.5% | — |
| LiveBench | — | 41.6% |
Math Ministral 3B leads
Ministral 3B: 26.6 (#258), Phi-4: 20.8 (#285)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| MATH Level 5 | 14.4% | 64.9% |
| OTIS Mock AIME 2024-2025 | — | 13.8% |
| LiveBench Math | — | 42% |
| LMArena Math | — | 1246 |
Knowledge Phi-4 leads
Ministral 3B: 10.4 (#302), Phi-4: 32.6 (#209)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| GPQA Diamond | 25.3% | 56.1% |
| Vectara Hallucination Rate | 7.3% | 3.7% |
| Confabulations | — | 29.4% |
| LMArena Expert | — | 1203 |
| MMLU | — | 84.8% |
Multilingual Not comparable
Ministral 3B: —, Phi-4: 37.2 (#237)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| LMArena Non-English | — | 1197 |
| LMArena Chinese | — | 1212 |
| LMArena French | — | 1224 |
| LMArena German | — | 1222 |
| LMArena Japanese | — | 1158 |
| LMArena Korean | — | 1151 |
| LMArena Russian | — | 1209 |
| LMArena Spanish | — | 1234 |
Instruction Following Not comparable
Ministral 3B: —, Phi-4: 60.4 (#251)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| LiveBench Instruction Following | — | 58.4% |
| LMArena Instruction Following | — | 1201 |
Long Context Not comparable
Ministral 3B: —, Phi-4: 36.9 (#226)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| LMArena Longer Query | — | 1217 |
Writing & Preference Not comparable
Ministral 3B: —, Phi-4: 40.5 (#244)
| Benchmark | Ministral 3B | Phi-4 |
|---|---|---|
| LMArena Text | — | 1217 |
| LMArena Creative Writing | — | 1182 |
| Short-Story Creative Writing | — | 62.6% |
| LMArena Multi-Turn | — | 1206 |
| LiveBench Language | — | 25.6% |
Frequently asked questions
Is Ministral 3B better than Phi-4?
Phi-4 is the stronger model overall, scoring 31.2 to 26.2 on the Noometry Index.
Which is cheaper, Ministral 3B or Phi-4?
Phi-4 is cheaper. It lists at $0.07 per million input tokens and $0.14 per million output tokens; Ministral 3B lists at $0.10 and $0.10.
Which has the bigger context window?
Ministral 3B does, with 131K tokens against 128K.
How many benchmarks do Ministral 3B and Phi-4 share?
4 benchmarks have published results for both models. Ministral 3B has 6 scored results on Noometry and Phi-4 has 37.