Model comparison
Gemini 2.5 Pro vs Ministral 8B
Gemini 2.5 Pro is the stronger model overall, scoring 45.0 to 28.2 on the Noometry Index. Ministral 8B costs 23× less per token, which makes it the better buy when Gemini 2.5 Pro's lead doesn't matter for your workload.
Last verified . 16 shared benchmarks.
Summary
- They share 16 benchmarks with published results for both. Gemini 2.5 Pro scores higher in 9 categories and Ministral 8B in 0 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemini 2.5 Pro leads 56.0 to 12.6.
- The biggest single-benchmark swing is MATH Level 5: 95.9% for Gemini 2.5 Pro and 14.9% for Ministral 8B.
- Ministral 8B is cheaper at $0.15 / $0.15 per million input/output tokens, against $1.25 / $10 for Gemini 2.5 Pro.
- Gemini 2.5 Pro accepts more context: 1.05M tokens versus 262K.
- Ministral 8B has downloadable open weights; the other is API-only.
Side by side
| Gemini 2.5 Pro | Ministral 8B | |
|---|---|---|
| Provider | Mistral AI | |
| Noometry Index | 45.0 | 28.2 |
| Released | 2025-03-25 | 2024-10-01 |
| Weights | Proprietary | Open |
| Context window | 1.05M | 262K |
| Max output | 66K | 262K |
| Input $ / M tokens | $1.25 | $0.15 |
| Output $ / M tokens | $10 | $0.15 |
| Results tracked | 78 | 17 |
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Category by category
Coding Gemini 2.5 Pro leads
Gemini 2.5 Pro: 42.4 (#101), Ministral 8B: 35.0 (#230)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| LMArena Coding | 1452 | 1202 |
| SWE-bench Verified | 57.6% | — |
| SWE-bench Verified (bash only) | 53.6% | — |
| Aider Polyglot | 83.1% | — |
| LMArena WebDev | 1227 | — |
| SciCode | 42.8% | — |
| GSO | 3.9% | — |
| WeirdML | 54% | — |
| LiveBench Coding | 85.9% | — |
| CadEval | 64% | — |
| ALE-Bench | 785.52 | — |
| AlgoTune | 1.51 | — |
Agentic & Tool Use Gemini 2.5 Pro leads
Gemini 2.5 Pro: 29.2 (#88), Ministral 8B: 16.4 (#148)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| Terminal-Bench | 32.6% | — |
| Berkeley Function Calling Leaderboard | — | 11.1% |
| GDPval | 23.3% | — |
| Remote Labor Index | 0.8% | — |
| TheAgentCompany | 30.3% | — |
| τ²-bench Banking | 13.7% | — |
| DeepResearch Bench | 42.8% | — |
| BALROG | 43.3% | — |
| LMArena Search | 1142 | — |
| METR Time Horizons | 55.4% | — |
| Vending-Bench 2 | 573.64 | — |
Reasoning Gemini 2.5 Pro leads
Gemini 2.5 Pro: 28.8 (#99), Ministral 8B: 18.4 (#281)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| LMArena Hard Prompts | 1455 | 1191 |
| DTBench | 82.4% | 45.7% |
| ARC-AGI-2 | 4.9% | — |
| SimpleBench | 62.4% | — |
| Kagi LLM Benchmark | 70.3% | — |
| ARC-AGI-1 | 41% | — |
| CritPt | 2% | — |
| Chess Puzzles | 20% | — |
| EnigmaEval | 5.6% | — |
| LiveBench Reasoning | 89.8% | — |
| LiveBench Data Analysis | 79.9% | — |
| LMCA | 34.8% | — |
| Epoch Capabilities Index | 145.32 | — |
| ForecastBench | 61.3 | — |
| LiveBench | 82.3% | — |
Math Gemini 2.5 Pro leads
Gemini 2.5 Pro: 32.5 (#213), Ministral 8B: 25.7 (#267)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| LMArena Math | 1450 | 1188 |
| MATH Level 5 | 95.9% | 14.9% |
| FrontierMath (Tiers 1-3) | 24.6% | — |
| FrontierMath Tier 4 | 0% | — |
| OTIS Mock AIME 2024-2025 | 84.7% | — |
| Omni-MATH | 41.6% | — |
| LiveBench Math | 90.2% | — |
| FrontierMath (Feb 2025 set) | 14.1% | — |
| FrontierMath Tier 4 (v1) | 4.2% | — |
Knowledge Gemini 2.5 Pro leads
Gemini 2.5 Pro: 56.0 (#46), Ministral 8B: 12.6 (#297)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| GPQA Diamond | 85.3% | 27.1% |
| Vectara Hallucination Rate | 7% | 7.4% |
| LMArena Expert | 1452 | 1170 |
| Humanity's Last Exam | 21.6% | — |
| MMLU-Pro | 86.3% | — |
| Confabulations | 10.6% | — |
| GPQA (HELM) | 74.9% | — |
Multimodal Not comparable
Gemini 2.5 Pro: 45.2 (#18), Ministral 8B: —
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| LMArena Vision | 1263 | — |
| GeoBench | 86% | — |
| VPCT | 48% | — |
| LMArena Document | 1421 | — |
| SpatialViz-Bench | 44.7% | — |
Multilingual Gemini 2.5 Pro leads
Gemini 2.5 Pro: 55.3 (#31), Ministral 8B: 35.1 (#247)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| LMArena Non-English | 1451 | 1165 |
| LMArena Chinese | 1507 | 1193 |
| LMArena Russian | 1461 | 1195 |
| LMArena French | 1472 | — |
| LMArena German | 1487 | — |
| LMArena Japanese | 1461 | — |
| LMArena Korean | 1434 | — |
| LMArena Spanish | 1473 | — |
Instruction Following Gemini 2.5 Pro leads
Gemini 2.5 Pro: 75.0 (#75), Ministral 8B: 60.5 (#250)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| LMArena Instruction Following | 1437 | 1161 |
| LiveBench Instruction Following | 80.6% | — |
| IFEval | 84% | — |
Long Context Gemini 2.5 Pro leads
Gemini 2.5 Pro: 59.8 (#5), Ministral 8B: 36.7 (#227)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| LMArena Longer Query | 1449 | 1212 |
| Fiction.LiveBench | 91.7% | — |
Writing & Preference Gemini 2.5 Pro leads
Gemini 2.5 Pro: 63.7 (#62), Ministral 8B: 39.6 (#246)
| Benchmark | Gemini 2.5 Pro | Ministral 8B |
|---|---|---|
| LMArena Text | 1458 | 1191 |
| LMArena Creative Writing | 1454 | 1175 |
| LMArena Multi-Turn | 1453 | 1166 |
| Short-Story Creative Writing | 83.8% | — |
| EQ-Bench Creative Writing | 1421 | — |
| WildBench | 85.7% | — |
| LiveBench Language | 67.8% | — |
Frequently asked questions
Is Gemini 2.5 Pro better than Ministral 8B?
Gemini 2.5 Pro is the stronger model overall, scoring 45.0 to 28.2 on the Noometry Index. Ministral 8B costs 23× less per token, which makes it the better buy when Gemini 2.5 Pro's lead doesn't matter for your workload.
Which is cheaper, Gemini 2.5 Pro or Ministral 8B?
Ministral 8B is cheaper. It lists at $0.15 per million input tokens and $0.15 per million output tokens; Gemini 2.5 Pro lists at $1.25 and $10.
Is Gemini 2.5 Pro or Ministral 8B better for coding?
Gemini 2.5 Pro scores higher on coding benchmarks: 42.4 versus 35.0 in the Noometry coding category.
Which has the bigger context window?
Gemini 2.5 Pro does, with 1.05M tokens against 262K.
How many benchmarks do Gemini 2.5 Pro and Ministral 8B share?
16 benchmarks have published results for both models. Gemini 2.5 Pro has 78 scored results on Noometry and Ministral 8B has 17.