Mistral Medium 3 vs Nemotron 3 Ultra
Nemotron 3 Ultra leads Mistral Medium 3 on the Artificial Analysis Intelligence Index, 22.9 to 9.0, and Mistral Medium 3 costs 1.2x less per output token ($2.00 vs $2.40 per million). Updated October 22, 2026; 42 benchmarks have a result for both.
Mistral Medium 3 or Nemotron 3 Ultra: which to pick
Only Nemotron 3 Ultra has a coding score, 30.0 on the Vibe Coding Index; Mistral Medium 3 has none, so the two cannot be ranked on coding.
Pick Mistral Medium 3 for output tokens 1.2x cheaper ($2.00 vs $2.40 per million).
- Shared results
- 42
- Mistral Medium 3 only
- 15
- Nemotron 3 Ultra only
- 29
- Like-for-like categories
- 8 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Only Nemotron 3 Ultra has a coding score, so no call is made.
One side not measured
Intelligence
AA Intelligence Index
Nemotron 3 Ultra
Nemotron 3 Ultra leads, 22.9 against 9.0.
Same board, both measured
Agentic work
AA Agentic Index
No call
Only Nemotron 3 Ultra has a AA Agentic Index result, 20.1.
Directional only
Reasoning
GPQA Diamond
No call
Only Nemotron 3 Ultra has a GPQA Diamond result, 86.1%.
Directional only
Knowledge
MMLU Pro
No call
Only Nemotron 3 Ultra has a MMLU Pro result, 85.8%.
Directional only
Web design
Design Arena: websites
Nemotron 3 Ultra
Nemotron 3 Ultra leads, 1145 against 1079.
Same board, both measured
Long documents
Listed context window
Nemotron 3 Ultra
Nemotron 3 Ultra takes 262K tokens against 131K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Mistral Medium 3
Mistral Medium 3 $0.0014, Nemotron 3 Ultra $0.0018 per turn.
List prices
At a glance
- Coding index
- Mistral Medium 3 not benchmarked, Nemotron 3 Ultra 30.0 from 3 benchmarks.
- Widest category
- Agentic work, 59.1 points apart on average over 1 shared benchmark.
- Widest single gap
- τ²-Bench Telecom: Mistral Medium 3 24.3% against Nemotron 3 Ultra 83.3%, 59.1 points apart on a 0 to 100 scale.
- Output price
- Mistral Medium 3 $2.00 against Nemotron 3 Ultra $2.40 per million output tokens, 1.2x apart.
- Context window
- Mistral Medium 3 takes 131K tokens, Nemotron 3 Ultra 262K.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Mistral Medium 3 | Bars | Nemotron 3 Ultra | Ties |
|---|---|---|---|---|
| Coding | 0 | 3 | ||
| Intelligence | 0 | 2 | ||
| Agentic work | 0 | 1 | ||
| Reasoning | 0 | 5 | ||
| Math | 0 | 2 | ||
| Knowledge | 0 | 4 | ||
| Web design | 0 | 6 | ||
| General | 0 | 19 | ||
| All shared boards | 0 | 42 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index03
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| AA Coding Index | Not measured | 49.3 | Only Nemotron 3 Ultra measured |
| LiveCodeBench (Vals AI) | Not measured | 86.0% | Only Nemotron 3 Ultra measured |
| SWE-bench Verified (Vals AI) | Not measured | 69.0% | Only Nemotron 3 Ultra measured |
| Vibe Code Bench (Vals AI) | Not measured | 7.6% | Only Nemotron 3 Ultra measured |
| Code migration (Vals AI) | Not measured | 4.9% | Only Nemotron 3 Ultra measured |
| ProgramBench (Vals AI) | Not measured | 0.0% | Only Nemotron 3 Ultra measured |
| Terminal-Bench 2.1 (Vals AI) | Not measured | 50.9% | Only Nemotron 3 Ultra measured |
| LiveCodeBench (Artificial Analysis run) | 40.0% | Not measured | Only Mistral Medium 3 measured |
| SciCode | Not measured | 40.3% | Only Nemotron 3 Ultra measured |
| Terminal-Bench Hard (Artificial Analysis run) | 3.8% | 36.4% | Nemotron 3 Ultra |
| FrontierCode | Not measured | 13.6% | Only Nemotron 3 Ultra measured |
| WeirdML | Not measured | 43.5% | Only Nemotron 3 Ultra measured |
| LMArena Text: coding | 1385 | 1468 | Nemotron 3 Ultra |
| LMArena Text: software and IT | 1385 | 1468 | Nemotron 3 Ultra |
| Neither model has a result on the other 29 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index02
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| AA Intelligence Index | 9.0 | 22.9 | Nemotron 3 Ultra |
| Epoch Capabilities Index | 134.0 | 146.0 | Nemotron 3 Ultra |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index01
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| AA Agentic Index | Not measured | 20.1 | Only Nemotron 3 Ultra measured |
| Finance Agent (Vals AI) | Not measured | 37.7% | Only Nemotron 3 Ultra measured |
| Legal Research Bench (Vals AI) | Not measured | 15.4% | Only Nemotron 3 Ultra measured |
| Excel Modeling Benchmark (Vals AI) | Not measured | 31.7% | Only Nemotron 3 Ultra measured |
| τ²-Bench Telecom | 24.3% | 83.3% | Nemotron 3 Ultra |
| APEX-Agents | Not measured | 22.7% | Only Nemotron 3 Ultra measured |
| MCP Atlas | Not measured | 63.1% | Only Nemotron 3 Ultra measured |
| Neither model has a result on the other 35 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index05
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| GPQA Diamond | Not measured | 86.1% | Only Nemotron 3 Ultra measured |
| GPQA Diamond (Artificial Analysis run) | 57.8% | 86.7% | Nemotron 3 Ultra |
| Humanity's Last Exam (Artificial Analysis run) | 4.1% | 28.4% | Nemotron 3 Ultra |
| GPQA Diamond (Epoch AI run) | Not measured | 85.4% | Only Nemotron 3 Ultra measured |
| Mystery game puzzles | Not measured | 20.0% | Only Nemotron 3 Ultra measured |
| LMArena Text: hard prompts | 1364 | 1452 | Nemotron 3 Ultra |
| LMArena Text: expert | 1342 | 1472 | Nemotron 3 Ultra |
| LMArena Text: hard prompts in English | 1374 | 1453 | Nemotron 3 Ultra |
| LMArena Vision: diagrams | 1155 | Not measured | Only Mistral Medium 3 measured |
| LMArena Vision: homework | 1165 | Not measured | Only Mistral Medium 3 measured |
| Neither model has a result on the other 13 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index02
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| AA Math Index | 30.3 | Not measured | Only Mistral Medium 3 measured |
| AIME 2025 (Artificial Analysis run) | 30.3% | Not measured | Only Mistral Medium 3 measured |
| OTIS Mock AIME | Not measured | 86.7% | Only Nemotron 3 Ultra measured |
| ProofBench | Not measured | 2.0% | Only Nemotron 3 Ultra measured |
| LMArena Text: math | 1353 | 1457 | Nemotron 3 Ultra |
| LMArena Text: mathematical work | 1354 | 1461 | Nemotron 3 Ultra |
| Neither model has a result on the other 8 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index04
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| MMLU Pro | Not measured | 85.8% | Only Nemotron 3 Ultra measured |
| LegalBench (Vals AI) | Not measured | 82.1% | Only Nemotron 3 Ultra measured |
| CorpFin (Vals AI) | Not measured | 65.5% | Only Nemotron 3 Ultra measured |
| TaxEval (Vals AI) | Not measured | 73.1% | Only Nemotron 3 Ultra measured |
| MedCode (Vals AI) | Not measured | 38.6% | Only Nemotron 3 Ultra measured |
| MMLU Pro (Artificial Analysis run) | 76.0% | Not measured | Only Mistral Medium 3 measured |
| LMArena Text: science | 1381 | 1465 | Nemotron 3 Ultra |
| LMArena Text: medicine and healthcare | 1381 | 1456 | Nemotron 3 Ultra |
| LMArena Text: legal and government | 1384 | 1452 | Nemotron 3 Ultra |
| LMArena Text: business and finance | 1352 | 1434 | Nemotron 3 Ultra |
| Neither model has a result on the other 10 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index06
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| Design Arena: websites | 1079 | 1145 | Nemotron 3 Ultra |
| Design Arena: UI components | 1022 | 1135 | Nemotron 3 Ultra |
| Design Arena: game dev | 1017 | 1138 | Nemotron 3 Ultra |
| Design Arena: data viz | 1034 | 1141 | Nemotron 3 Ultra |
| Design Arena: 3D | 1083 | 1131 | Nemotron 3 Ultra |
| Design Arena: all code categories | 1068 | 1146 | Nemotron 3 Ultra |
| Design Arena: SVG | Not measured | 1069 | Only Nemotron 3 Ultra measured |
| Design Arena: ASCII art | Not measured | 1100 | Only Nemotron 3 Ultra measured |
| Neither model has a result on the other 1 board here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index019
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| IFBench | 39.3% | 81.4% | Nemotron 3 Ultra |
| Long context reasoning (AA-LCR) | 31.3% | 79.3% | Nemotron 3 Ultra |
| DTBench | 62.3% | 90.1% | Nemotron 3 Ultra |
| LMCA | Not measured | 36.9% | Only Nemotron 3 Ultra measured |
| LMArena Text | 1370 | 1445 | Nemotron 3 Ultra |
| LMArena Text: instruction following | 1338 | 1418 | Nemotron 3 Ultra |
| LMArena Text: creative writing | 1343 | 1399 | Nemotron 3 Ultra |
| LMArena Vision | 1157 | Not measured | Only Mistral Medium 3 measured |
| LMArena Text: English | 1385 | 1455 | Nemotron 3 Ultra |
| LMArena Text: non-English | 1353 | 1427 | Nemotron 3 Ultra |
| LMArena Text: Chinese | 1374 | 1497 | Nemotron 3 Ultra |
| LMArena Text: German | 1377 | 1472 | Nemotron 3 Ultra |
| LMArena Text: Japanese | 1316 | Not measured | Only Mistral Medium 3 measured |
| LMArena Text: Korean | 1304 | 1384 | Nemotron 3 Ultra |
| LMArena Text: French | 1368 | 1472 | Nemotron 3 Ultra |
| LMArena Text: Spanish | 1364 | 1455 | Nemotron 3 Ultra |
| LMArena Text: Russian | 1359 | 1417 | Nemotron 3 Ultra |
| LMArena Text: Polish | 1371 | 1385 | Nemotron 3 Ultra |
| LMArena Text: multi-turn | 1384 | 1411 | Nemotron 3 Ultra |
| LMArena Text: longer queries | 1360 | 1437 | Nemotron 3 Ultra |
| LMArena Text: writing and language | 1352 | 1406 | Nemotron 3 Ultra |
| LMArena Text: entertainment and media | 1335 | 1397 | Nemotron 3 Ultra |
| LMArena Vision: English | 1172 | Not measured | Only Mistral Medium 3 measured |
| LMArena Vision: Chinese | 1161 | Not measured | Only Mistral Medium 3 measured |
| LMArena Vision: reading text | 1154 | Not measured | Only Mistral Medium 3 measured |
| LMArena Vision: humor | 1145 | Not measured | Only Mistral Medium 3 measured |
| LMArena Vision: captioning | 1094 | Not measured | Only Mistral Medium 3 measured |
| LMArena Vision: recognizing things | 1141 | Not measured | Only Mistral Medium 3 measured |
| LMArena Vision: creative writing | 1146 | Not measured | Only Mistral Medium 3 measured |
| Neither model has a result on the other 19 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Mistral Medium 3 costs less
Repository review
50K input + 3K output tokens
Mistral Medium 3 costs less
Agent loop
200K input + 10K output tokens
Mistral Medium 3 costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Mistral Medium 3 | NVIDIA Nemotron 3 Ultra |
|---|---|---|
| Maker | Mistral AI | NVIDIA |
| Weights | No public weights listed | Open weights |
| Released | May 7, 2025 | June 4, 2026 |
| Context window | 131K | 262K |
| Input $/Mtok | $0.40 | $0.60 |
| Output $/Mtok | $2.00 | $2.40 |
| Coding index | Not benchmarked | 30.0 |
| Independent measurements behind it | 0 | 3 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Mistral Medium 3 better than Nemotron 3 Ultra for coding?
Only Nemotron 3 Ultra has a coding score, 30.0 on the Vibe Coding Index; Mistral Medium 3 has none, so the two cannot be ranked on coding. Pick Mistral Medium 3 for output tokens 1.2x cheaper ($2.00 vs $2.40 per million).
Which is cheaper, Mistral Medium 3 or Nemotron 3 Ultra?
Mistral Medium 3 costs $0.40 per million input tokens and $2.00 per million output tokens; Nemotron 3 Ultra costs $0.60 and $2.40. Cost per solved task is known for neither of them.
Which has the bigger context window, Mistral Medium 3 or Nemotron 3 Ultra?
Nemotron 3 Ultra, with 262K tokens against 131K.
How many benchmarks is the Mistral Medium 3 vs Nemotron 3 Ultra comparison based on?
42 benchmarks have a result for both models as of October 22, 2026. Mistral Medium 3's coding index rests on 0 independent benchmarks and Nemotron 3 Ultra's on 3. Where only one model has a result, the page says so instead of naming a winner.