As of October 20, 2026, Mistral Medium 3.5 ranks #124 of 213 models overall with 14.2 on the Artificial Analysis Intelligence Index. Its strongest category is agentic, where it ranks #58 of 87. Mistral Medium 3.5 costs $1.50 per million input tokens and $7.50 per million output tokens. It was released on April 30, 2026.
Its output price ranks 272 of 349 priced models, counting from the cheapest.
Mistral Medium 3.5 is a dense 128B instruction-following model from Mistral AI. It supports text and image inputs with text output, and is designed for agentic workflows, coding, and complex...
mistralai/mistral-medium-3-5 The tick on a coding bar is the median of every model measured on it. Outside coding, the place is this model's rank on that board. A board that never ran the model says so.
Measured in 5 of 6 categories. A place counts only the models measured on that board.
The index averages only the coding benchmarks that have a result; the others are skipped, never filled in. How it is weighted
Not measured on SWE-bench Lite, SWE-bench (full test set), SWE-bench Multimodal, SWE-bench Multilingual, LiveCodeBench (Vals AI), Terminal-Bench 4 (Vals AI), ProgramBench (Vals AI), IOI (Vals AI), SWE-bench Multimodal (Vals AI), Vibe Code Bench 1-100 (Vals AI), SkillsBench (Vals AI), CyberBench (Vals AI), LiveCodeBench (Artificial Analysis run), Terminal-Bench, DeepSWE, FrontierCode, FrontierSWE, GSO-Bench, WeirdML, MirrorCode, Cybench, LMArena WebDev: from an image
Not measured on Design Arena: agents building web apps, Design Arena: agents building full-stack apps, Design Arena: agents building mobile apps, Design Arena: agents building Android apps, Design Arena: agents building Godot games, Design Arena: agents building games, Design Arena: HTML slides, Design Arena: PowerPoint slides, Design Arena: spreadsheets, LiveBench research, LiveBench browser, LiveBench long agentic, SREBench (Vals AI), Harvey's Legal Agent Benchmark (Vals AI), BioMysteryBench (Vals AI), Terminal-Bench-Science (Vals AI), Vals Science Index, Time Horizon Index (Vals AI), CUA-bench (Vals AI), Robo-bench (Vals AI), APEX-Agents, METR time horizons, Remote Labor Index, GDPval, OSWorld 2.0, BALROG, DeepResearch Bench, PostTrainBench, TheAgentCompany, OSWorld, SpireClimb, Vending-Bench 2, LMArena Search
Not measured on LiveBench reasoning, MysteryMechanism (Vals AI), MMMU Pro (Vals AI), GPQA Diamond (Epoch AI run), ARC-AGI, ARC-AGI-2, Humanity's Last Exam, SimpleBench, Chess puzzles, Mystery game puzzles, EBR-bench, VPCT, BIG-Bench Hard
Not measured on AIME, MATH 500 (Vals AI), MGSM (Vals AI), AA Math Index, AIME 2025 (Artificial Analysis run), OTIS Mock AIME, FrontierMath, tiers 1 to 3, FrontierMath, tier 4, MATH level 5, GSM8K
Not measured on LegalBench (Vals AI), MedQA (Vals AI), MMLU Pro (Artificial Analysis run), SimpleQA Verified, MMLU, GeoBench, AI2 Reasoning Challenge
Not measured on LiveBench design
Not measured on Vals Index, LiveBench data analysis, Public Benefits Bench (Vals AI), Fiction.LiveBench, Creative writing (Lech Mazur), CL-bench, Furniture assembly, ExploitBench, HellaSwag, WinoGrande, PIQA, CL-bench Life, LMArena Text: Japanese, LMArena Vision: captioning, LMArena Vision: recognizing things, LMArena Document
Not measured on Design Arena: images, Design Arena: graphic design, Design Arena: logos, LMArena Text to Image, LMArena Image Edit
Public boards shown as published (Vals AI, Artificial Analysis, Design Arena) and kept out of the coding index. Each links to its source on the benchmark page.
| Benchmark | Result | Index weight |
|---|---|---|
| Aider polyglotCoding | Not measured | 35% |
| SWE-bench VerifiedCoding | Not measured | 30% |
| SWE-bench LiteCoding | Not measured | Not in index |
| SWE-bench (full test set)Coding | Not measured | Not in index |
| SWE-bench MultimodalCoding | Not measured | Not in index |
| SWE-bench MultilingualCoding | Not measured | Not in index |
| LiveBench codingCoding | Not measured | 20% |
| LMArena WebDevCoding | 1264 | 15% |
| Vals IndexGeneral | Not measured | Not in index |
| GPQA DiamondReasoning | 34.9% | Not in index |
| AIMEMath | Not measured | Not in index |
| MMLU ProKnowledge | 75.3% | Not in index |
| AA Intelligence IndexIntelligence | 14.2 | Not in index |
| AA Coding IndexCoding | 46.9 | Not in index |
| AA Agentic IndexAgentic work | 7.0 | Not in index |
| Design Arena: websitesWeb design | 1142 | Not in index |
| Design Arena: UI componentsWeb design | 1079 | Not in index |
| Design Arena: game devWeb design | 1079 | Not in index |
| Design Arena: data vizWeb design | 1120 | Not in index |
| Design Arena: 3DWeb design | 1061 | Not in index |
| Design Arena: all code categoriesWeb design | 1122 | Not in index |
| Design Arena: SVGWeb design | 948 | Not in index |
| Design Arena: ASCII artWeb design | 1063 | Not in index |
| Design Arena: agents building web appsAgentic work | Not measured | Not in index |
| Design Arena: agents building full-stack appsAgentic work | Not measured | Not in index |
| Design Arena: agents building mobile appsAgentic work | Not measured | Not in index |
| Design Arena: agents building Android appsAgentic work | Not measured | Not in index |
| Design Arena: agents building Godot gamesAgentic work | Not measured | Not in index |
| Design Arena: agents building gamesAgentic work | Not measured | Not in index |
| Design Arena: HTML slidesAgentic work | Not measured | Not in index |
| Design Arena: PowerPoint slidesAgentic work | Not measured | Not in index |
| Design Arena: spreadsheetsAgentic work | Not measured | Not in index |
| Design Arena: imagesImage generation | Not measured | Not in index |
| Design Arena: graphic designImage generation | Not measured | Not in index |
| Design Arena: logosImage generation | Not measured | Not in index |
| LiveBench reasoningReasoning | Not measured | Not in index |
| LiveBench data analysisGeneral | Not measured | Not in index |
| LiveBench researchAgentic work | Not measured | Not in index |
| LiveBench browserAgentic work | Not measured | Not in index |
| LiveBench long agenticAgentic work | Not measured | Not in index |
| LiveBench designWeb design | Not measured | Not in index |
| LiveCodeBench (Vals AI)Coding | Not measured | Not in index |
| SWE-bench Verified (Vals AI)Coding | 66.4% | Not in index |
| Terminal-Bench 4 (Vals AI)Coding | Not measured | Not in index |
| Vibe Code Bench (Vals AI)Coding | 2.9% | Not in index |
| Code migration (Vals AI)Coding | 5.1% | Not in index |
| ProgramBench (Vals AI)Coding | Not measured | Not in index |
| SREBench (Vals AI)Agentic work | Not measured | Not in index |
| IOI (Vals AI)Coding | Not measured | Not in index |
| Terminal-Bench 2.1 (Vals AI)Coding | 39.0% | Not in index |
| SWE-bench Multimodal (Vals AI)Coding | Not measured | Not in index |
| Vibe Code Bench 1-100 (Vals AI)Coding | Not measured | Not in index |
| SkillsBench (Vals AI)Coding | Not measured | Not in index |
| CyberBench (Vals AI)Coding | Not measured | Not in index |
| Finance Agent (Vals AI)Agentic work | 32.1% | Not in index |
| Tax Agent Bench (Vals AI)Agentic work | 4.5% | Not in index |
| Legal Research Bench (Vals AI)Agentic work | 9.1% | Not in index |
| Harvey's Legal Agent Benchmark (Vals AI)Agentic work | Not measured | Not in index |
| Excel Modeling Benchmark (Vals AI)Agentic work | 11.2% | Not in index |
| BioMysteryBench (Vals AI)Agentic work | Not measured | Not in index |
| Terminal-Bench-Science (Vals AI)Agentic work | Not measured | Not in index |
| Vals Science IndexAgentic work | Not measured | Not in index |
| Time Horizon Index (Vals AI)Agentic work | Not measured | Not in index |
| CUA-bench (Vals AI)Agentic work | Not measured | Not in index |
| Robo-bench (Vals AI)Agentic work | Not measured | Not in index |
| Public Benefits Bench (Vals AI)General | Not measured | Not in index |
| MysteryMechanism (Vals AI)Reasoning | Not measured | Not in index |
| MMMU Pro (Vals AI)Reasoning | Not measured | Not in index |
| MATH 500 (Vals AI)Math | Not measured | Not in index |
| MGSM (Vals AI)Math | Not measured | Not in index |
| SAGE (Vals AI)General | 37.6% | Not in index |
| LegalBench (Vals AI)Knowledge | Not measured | Not in index |
| CaseLaw (Vals AI)Knowledge | 44.2% | Not in index |
| CorpFin (Vals AI)Knowledge | 58.8% | Not in index |
| TaxEval (Vals AI)Knowledge | 68.0% | Not in index |
| MortgageTax (Vals AI)Knowledge | 28.9% | Not in index |
| MedQA (Vals AI)Knowledge | Not measured | Not in index |
| MedCode (Vals AI)Knowledge | 33.8% | Not in index |
| MedScribe (Vals AI)General | 67.7% | Not in index |
| Vals Multimodal IndexGeneral | 34.8% | Not in index |
| AA Math IndexMath | Not measured | Not in index |
| GPQA Diamond (Artificial Analysis run)Reasoning | 74.8% | Not in index |
| Humanity's Last Exam (Artificial Analysis run)Reasoning | 13.8% | Not in index |
| MMLU Pro (Artificial Analysis run)Knowledge | Not measured | Not in index |
| LiveCodeBench (Artificial Analysis run)Coding | Not measured | Not in index |
| SciCodeCoding | 40.2% | Not in index |
| Terminal-Bench Hard (Artificial Analysis run)Coding | 33.3% | Not in index |
| IFBenchGeneral | 68.8% | Not in index |
| Long context reasoning (AA-LCR)General | 69.3% | Not in index |
| τ²-Bench TelecomAgentic work | 94.2% | Not in index |
| AIME 2025 (Artificial Analysis run)Math | Not measured | Not in index |
| Terminal-BenchCoding | Not measured | Not in index |
| DeepSWECoding | Not measured | Not in index |
| FrontierCodeCoding | Not measured | Not in index |
| FrontierSWECoding | Not measured | Not in index |
| GSO-BenchCoding | Not measured | Not in index |
| WeirdMLCoding | Not measured | Not in index |
| MirrorCodeCoding | Not measured | Not in index |
| APEX-AgentsAgentic work | Not measured | Not in index |
| METR time horizonsAgentic work | Not measured | Not in index |
| Remote Labor IndexAgentic work | Not measured | Not in index |
| GDPvalAgentic work | Not measured | Not in index |
| OSWorld 2.0Agentic work | Not measured | Not in index |
| BALROGAgentic work | Not measured | Not in index |
| DeepResearch BenchAgentic work | Not measured | Not in index |
| PostTrainBenchAgentic work | Not measured | Not in index |
| GPQA Diamond (Epoch AI run)Reasoning | Not measured | Not in index |
| ARC-AGIReasoning | Not measured | Not in index |
| ARC-AGI-2Reasoning | Not measured | Not in index |
| Humanity's Last ExamReasoning | Not measured | Not in index |
| SimpleBenchReasoning | Not measured | Not in index |
| Chess puzzlesReasoning | Not measured | Not in index |
| Mystery game puzzlesReasoning | Not measured | Not in index |
| EBR-benchReasoning | Not measured | Not in index |
| OTIS Mock AIMEMath | Not measured | Not in index |
| FrontierMath, tiers 1 to 3Math | Not measured | Not in index |
| FrontierMath, tier 4Math | Not measured | Not in index |
| ProofBenchMath | 9.0% | Not in index |
| MATH level 5Math | Not measured | Not in index |
| GSM8KMath | Not measured | Not in index |
| SimpleQA VerifiedKnowledge | Not measured | Not in index |
| MMLUKnowledge | Not measured | Not in index |
| GeoBenchKnowledge | Not measured | Not in index |
| DTBenchGeneral | 75.5% | Not in index |
| LMCAGeneral | 26.1% | Not in index |
| Fiction.LiveBenchGeneral | Not measured | Not in index |
| Creative writing (Lech Mazur)General | Not measured | Not in index |
| CL-benchGeneral | Not measured | Not in index |
| Surface Evolver BenchGeneral | 26.9% | Not in index |
| Furniture assemblyGeneral | Not measured | Not in index |
| ExploitBenchGeneral | Not measured | Not in index |
| CybenchCoding | Not measured | Not in index |
| TheAgentCompanyAgentic work | Not measured | Not in index |
| OSWorldAgentic work | Not measured | Not in index |
| SpireClimbAgentic work | Not measured | Not in index |
| VPCTReasoning | Not measured | Not in index |
| BIG-Bench HardReasoning | Not measured | Not in index |
| AI2 Reasoning ChallengeKnowledge | Not measured | Not in index |
| HellaSwagGeneral | Not measured | Not in index |
| WinoGrandeGeneral | Not measured | Not in index |
| PIQAGeneral | Not measured | Not in index |
| CL-bench LifeGeneral | Not measured | Not in index |
| ALE-BenchCoding | 764.0 | Not in index |
| Vending-Bench 2Agentic work | Not measured | Not in index |
| Epoch Capabilities IndexIntelligence | 141.5 | Not in index |
| LMArena TextGeneral | 1421 | Not in index |
| LMArena Text: codingCoding | 1461 | Not in index |
| LMArena Text: hard promptsReasoning | 1437 | Not in index |
| LMArena Text: mathMath | 1431 | Not in index |
| LMArena Text: instruction followingGeneral | 1415 | Not in index |
| LMArena Text: creative writingGeneral | 1374 | Not in index |
| LMArena VisionGeneral | 1222 | Not in index |
| LMArena Text: EnglishGeneral | 1433 | Not in index |
| LMArena Text: non-EnglishGeneral | 1405 | Not in index |
| LMArena Text: ChineseGeneral | 1444 | Not in index |
| LMArena Text: GermanGeneral | 1453 | Not in index |
| LMArena Text: JapaneseGeneral | Not measured | Not in index |
| LMArena Text: KoreanGeneral | 1384 | Not in index |
| LMArena Text: FrenchGeneral | 1449 | Not in index |
| LMArena Text: SpanishGeneral | 1411 | Not in index |
| LMArena Text: RussianGeneral | 1395 | Not in index |
| LMArena Text: PolishGeneral | 1430 | Not in index |
| LMArena Text: multi-turnGeneral | 1424 | Not in index |
| LMArena Text: longer queriesGeneral | 1416 | Not in index |
| LMArena Text: expertReasoning | 1432 | Not in index |
| LMArena Text: hard prompts in EnglishReasoning | 1445 | Not in index |
| LMArena Text: software and ITCoding | 1458 | Not in index |
| LMArena Text: mathematical workMath | 1441 | Not in index |
| LMArena Text: scienceKnowledge | 1428 | Not in index |
| LMArena Text: medicine and healthcareKnowledge | 1408 | Not in index |
| LMArena Text: legal and governmentKnowledge | 1438 | Not in index |
| LMArena Text: business and financeKnowledge | 1426 | Not in index |
| LMArena Text: writing and languageGeneral | 1384 | Not in index |
| LMArena Text: entertainment and mediaGeneral | 1382 | Not in index |
| LMArena WebDev: ReactCoding | 1254 | Not in index |
| LMArena WebDev: HTMLCoding | 1308 | Not in index |
| LMArena WebDev: from an imageCoding | Not measured | Not in index |
| LMArena Vision: EnglishGeneral | 1240 | Not in index |
| LMArena Vision: ChineseGeneral | 1244 | Not in index |
| LMArena Vision: reading textGeneral | 1233 | Not in index |
| LMArena Vision: diagramsReasoning | 1254 | Not in index |
| LMArena Vision: homeworkReasoning | 1230 | Not in index |
| LMArena Vision: humorGeneral | 1216 | Not in index |
| LMArena Vision: captioningGeneral | Not measured | Not in index |
| LMArena Vision: recognizing thingsGeneral | Not measured | Not in index |
| LMArena Vision: creative writingGeneral | 1198 | Not in index |
| LMArena SearchAgentic work | Not measured | Not in index |
| LMArena DocumentGeneral | Not measured | Not in index |
| LMArena Text to ImageImage generation | Not measured | Not in index |
| LMArena Image EditImage generation | Not measured | Not in index |
A list price says what a token costs. The cost per solved task says what a working answer costs, which is the number that decides.
Beside a result, many boards publish what the run cost, how long it took, the tokens it spent or the votes behind a rating. Each figure as its board printed it, one board per row.
| Board | Result | What the run cost | Also published |
|---|---|---|---|
| SWE-bench Verified (Vals AI) | 66.4% | $4.00 per test | Duration, as printed 19m 04s |
| Vibe Code Bench (Vals AI) | 2.9% | $16.74 per test | Duration, as printed 41m 11s |
| Code migration (Vals AI) | 5.1% | $18.62 per test | Duration, as printed 3h 38m |
| Terminal-Bench 2.1 (Vals AI) | 39.0% | $1.19 per test | Duration, as printed 16m 29s |
| Finance Agent (Vals AI) | 32.1% | $1.91 per test | Duration, as printed 12m 48s |
| Tax Agent Bench (Vals AI) | 4.5% | $1.44 per test | Duration, as printed 7m 11s |
| Legal Research Bench (Vals AI) | 9.1% | $1.31 per test | Duration, as printed 10m 13s |
| Excel Modeling Benchmark (Vals AI) | 11.2% | $10.60 per test | Duration, as printed 51m 22s |
| Vals Multimodal Index | 34.8% | $3.45 per test | Duration, as printed 12m 15s |
| ProofBench | 9.0% | $1.302 per test | Time per proof 7m 59s |
| Surface Evolver Bench | 26.9% | $6.3482 of the run | Pass rate 6.3% · Tokens for the run 2.8M |
| ALE-Bench | 764.0 | $0.273 per problem | Tokens per problem 38,906 |
| LMArena WebDev | 1264 Elo | Not published | Votes 2,317 · Interval (±) ±14.8 |
|---|---|---|---|
| GPQA Diamond | 34.9% | Not published | Latency, as printed 4m 16s |
| MMLU Pro | 75.3% | Not published | Latency, as printed 1m 06s |
| Design Arena: websites | 1142 Elo | Not published | Battles 5,825 |
| Design Arena: UI components | 1079 Elo | Not published | Battles 889 |
| Design Arena: game dev | 1079 Elo | Not published | Battles 1,521 |
| Design Arena: data viz | 1120 Elo | Not published | Battles 811 |
| Design Arena: 3D | 1061 Elo | Not published | Battles 2,065 |
| Design Arena: all code categories | 1122 Elo | Not published | Battles 10,894 |
| Design Arena: SVG | 948 Elo | Not published | Battles 1,157 |
| Design Arena: ASCII art | 1063 Elo | Not published | Battles 205 |
| SAGE (Vals AI) | 37.6% | Not published | Latency, as printed 56 s |
| CaseLaw (Vals AI) | 44.2% | Not published | Latency, as printed 1m 05s |
| CorpFin (Vals AI) | 58.8% | Not published | Latency, as printed 44 s |
| TaxEval (Vals AI) | 68.0% | Not published | Latency, as printed 1m 42s |
| MortgageTax (Vals AI) | 28.9% | Not published | Latency, as printed 1m 08s |
| MedCode (Vals AI) | 33.8% | Not published | Latency, as printed 35 s |
| MedScribe (Vals AI) | 67.7% | Not published | Latency, as printed 1m 44s |
| LMArena Text | 1421 Elo | Not published | Votes 11,778 · Interval (±) ±6.4 |
| LMArena Text: coding | 1461 Elo | Not published | Votes 3,293 · Interval (±) ±10.7 |
| LMArena Text: hard prompts | 1437 Elo | Not published | Votes 7,648 · Interval (±) ±7.7 |
| LMArena Text: math | 1431 Elo | Not published | Votes 565 · Interval (±) ±24.3 |
| LMArena Text: instruction following | 1415 Elo | Not published | Votes 3,831 · Interval (±) ±9.9 |
| LMArena Text: creative writing | 1374 Elo | Not published | Votes 2,073 · Interval (±) ±13.7 |
| LMArena Vision | 1222 Elo | Not published | Votes 5,375 · Interval (±) ±9.5 |
| LMArena Text: English | 1433 Elo | Not published | Votes 5,651 · Interval (±) ±8.4 |
| LMArena Text: non-English | 1405 Elo | Not published | Votes 6,127 · Interval (±) ±8.1 |
| LMArena Text: Chinese | 1444 Elo | Not published | Votes 620 · Interval (±) ±23.4 |
| LMArena Text: German | 1453 Elo | Not published | Votes 174 · Interval (±) ±43.5 |
| LMArena Text: Korean | 1384 Elo | Not published | Votes 189 · Interval (±) ±43.5 |
| LMArena Text: French | 1449 Elo | Not published | Votes 452 · Interval (±) ±29.7 |
| LMArena Text: Spanish | 1411 Elo | Not published | Votes 389 · Interval (±) ±31.1 |
| LMArena Text: Russian | 1395 Elo | Not published | Votes 1,235 · Interval (±) ±17.1 |
| LMArena Text: Polish | 1430 Elo | Not published | Votes 233 · Interval (±) ±37.1 |
| LMArena Text: multi-turn | 1424 Elo | Not published | Votes 1,917 · Interval (±) ±13.9 |
| LMArena Text: longer queries | 1416 Elo | Not published | Votes 5,095 · Interval (±) ±9.0 |
| LMArena Text: expert | 1432 Elo | Not published | Votes 1,208 · Interval (±) ±16.9 |
| LMArena Text: hard prompts in English | 1445 Elo | Not published | Votes 3,851 · Interval (±) ±10.0 |
| LMArena Text: software and IT | 1458 Elo | Not published | Votes 4,593 · Interval (±) ±9.2 |
| LMArena Text: mathematical work | 1441 Elo | Not published | Votes 652 · Interval (±) ±22.8 |
| LMArena Text: science | 1428 Elo | Not published | Votes 1,940 · Interval (±) ±13.6 |
| LMArena Text: medicine and healthcare | 1408 Elo | Not published | Votes 845 · Interval (±) ±20.8 |
| LMArena Text: legal and government | 1438 Elo | Not published | Votes 890 · Interval (±) ±20.2 |
| LMArena Text: business and finance | 1426 Elo | Not published | Votes 2,257 · Interval (±) ±12.7 |
| LMArena Text: writing and language | 1384 Elo | Not published | Votes 2,988 · Interval (±) ±11.2 |
| LMArena Text: entertainment and media | 1382 Elo | Not published | Votes 2,681 · Interval (±) ±12.0 |
| LMArena WebDev: React | 1254 Elo | Not published | Votes 1,972 · Interval (±) ±16.2 |
| LMArena WebDev: HTML | 1308 Elo | Not published | Votes 261 · Interval (±) ±41.3 |
| LMArena Vision: English | 1240 Elo | Not published | Votes 2,314 · Interval (±) ±13.7 |
| LMArena Vision: Chinese | 1244 Elo | Not published | Votes 287 · Interval (±) ±37.5 |
| LMArena Vision: reading text | 1233 Elo | Not published | Votes 3,905 · Interval (±) ±10.4 |
| LMArena Vision: diagrams | 1254 Elo | Not published | Votes 1,538 · Interval (±) ±16.0 |
| LMArena Vision: homework | 1230 Elo | Not published | Votes 803 · Interval (±) ±22.0 |
| LMArena Vision: humor | 1216 Elo | Not published | Votes 238 · Interval (±) ±39.3 |
| LMArena Vision: creative writing | 1198 Elo | Not published | Votes 343 · Interval (±) ±33.1 |