As of October 20, 2026, Anthropic Claude Opus 4.7 ranks #25 of 213 models overall with 40.7 on the Artificial Analysis Intelligence Index. Its strongest category is knowledge, where it ranks #7 of 147. Anthropic Claude Opus 4.7 costs $5.00 per million input tokens and $25.00 per million output tokens. It was released on April 16, 2026.
Its output price ranks 327 of 349 priced models, counting from the cheapest.
Opus 4.7 is the next generation of Anthropic's Opus family, built for long-running, asynchronous agents. Building on the coding and agentic strengths of Opus 4.6, it delivers stronger performance on...
anthropic/claude-opus-4.7 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, Terminal-Bench 4 (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), SciCode, DeepSWE, FrontierSWE, Cybench, ALE-Bench
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), METR time horizons, Remote Labor Index, GDPval, BALROG, DeepResearch Bench, TheAgentCompany, OSWorld, SpireClimb
Not measured on LiveBench reasoning, MysteryMechanism (Vals AI), VPCT, BIG-Bench Hard
Not measured on MATH 500 (Vals AI), MGSM (Vals AI), AA Math Index, AIME 2025 (Artificial Analysis run), MATH level 5, GSM8K
Not measured on MedQA (Vals AI), MMLU Pro (Artificial Analysis run), MMLU, GeoBench, AI2 Reasoning Challenge
Not measured on Design Arena: websites, Design Arena: UI components, Design Arena: game dev, Design Arena: data viz, Design Arena: 3D, Design Arena: all code categories, Design Arena: SVG, Design Arena: ASCII art, LiveBench design
Not measured on Vals Index, LiveBench data analysis, Public Benefits Bench (Vals AI), Fiction.LiveBench, Creative writing (Lech Mazur), CL-bench, Surface Evolver Bench, HellaSwag, WinoGrande, PIQA, CL-bench Life, LMArena Vision: captioning
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 | 1558 | 15% |
| Vals IndexGeneral | Not measured | Not in index |
| GPQA DiamondReasoning | 90.2% | Not in index |
| AIMEMath | 96.3% | Not in index |
| MMLU ProKnowledge | 89.9% | Not in index |
| AA Intelligence IndexIntelligence | 40.7 | Not in index |
| AA Coding IndexCoding | 73.6 | Not in index |
| AA Agentic IndexAgentic work | 38.6 | Not in index |
| Design Arena: websitesWeb design | Not measured | Not in index |
| Design Arena: UI componentsWeb design | Not measured | Not in index |
| Design Arena: game devWeb design | Not measured | Not in index |
| Design Arena: data vizWeb design | Not measured | Not in index |
| Design Arena: 3DWeb design | Not measured | Not in index |
| Design Arena: all code categoriesWeb design | Not measured | Not in index |
| Design Arena: SVGWeb design | Not measured | Not in index |
| Design Arena: ASCII artWeb design | Not measured | 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 | 85.1% | Not in index |
| SWE-bench Verified (Vals AI)Coding | 82.0% | Not in index |
| Terminal-Bench 4 (Vals AI)Coding | Not measured | Not in index |
| Vibe Code Bench (Vals AI)Coding | 71.0% | Not in index |
| Code migration (Vals AI)Coding | 43.9% | Not in index |
| ProgramBench (Vals AI)Coding | 0.0% | 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 | 68.5% | 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 | 51.5% | Not in index |
| Tax Agent Bench (Vals AI)Agentic work | 23.7% | Not in index |
| Legal Research Bench (Vals AI)Agentic work | 38.5% | Not in index |
| Harvey's Legal Agent Benchmark (Vals AI)Agentic work | Not measured | Not in index |
| Excel Modeling Benchmark (Vals AI)Agentic work | 63.7% | 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 | 85.5% | 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 | 56.1% | Not in index |
| LegalBench (Vals AI)Knowledge | 85.3% | Not in index |
| CaseLaw (Vals AI)Knowledge | 68.4% | Not in index |
| CorpFin (Vals AI)Knowledge | 66.1% | Not in index |
| TaxEval (Vals AI)Knowledge | 75.3% | Not in index |
| MortgageTax (Vals AI)Knowledge | 70.3% | Not in index |
| MedQA (Vals AI)Knowledge | Not measured | Not in index |
| MedCode (Vals AI)Knowledge | 54.9% | Not in index |
| MedScribe (Vals AI)General | 83.0% | Not in index |
| Vals Multimodal IndexGeneral | 67.4% | Not in index |
| AA Math IndexMath | Not measured | Not in index |
| GPQA Diamond (Artificial Analysis run)Reasoning | 91.4% | Not in index |
| Humanity's Last Exam (Artificial Analysis run)Reasoning | 42.3% | 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 | Not measured | Not in index |
| Terminal-Bench Hard (Artificial Analysis run)Coding | 54.5% | Not in index |
| IFBenchGeneral | 58.6% | Not in index |
| Long context reasoning (AA-LCR)General | 78.7% | Not in index |
| τ²-Bench TelecomAgentic work | 88.6% | Not in index |
| AIME 2025 (Artificial Analysis run)Math | Not measured | Not in index |
| Terminal-BenchCoding | 80.2% | Not in index |
| DeepSWECoding | Not measured | Not in index |
| FrontierCodeCoding | 38.5% | Not in index |
| FrontierSWECoding | Not measured | Not in index |
| GSO-BenchCoding | 44.1% | Not in index |
| WeirdMLCoding | 76.4% | Not in index |
| MirrorCodeCoding | 31.1% | Not in index |
| APEX-AgentsAgentic work | 49.2% | 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 | 18.2% | Not in index |
| BALROGAgentic work | Not measured | Not in index |
| DeepResearch BenchAgentic work | Not measured | Not in index |
| PostTrainBenchAgentic work | 28.6% | Not in index |
| GPQA Diamond (Epoch AI run)Reasoning | 90.2% | Not in index |
| ARC-AGIReasoning | 93.5% | Not in index |
| ARC-AGI-2Reasoning | 75.8% | Not in index |
| Humanity's Last ExamReasoning | 36.2% | Not in index |
| SimpleBenchReasoning | 61.7% | Not in index |
| Chess puzzlesReasoning | 41.0% | Not in index |
| Mystery game puzzlesReasoning | 28.0% | Not in index |
| EBR-benchReasoning | 19.0% | Not in index |
| OTIS Mock AIMEMath | 97.8% | Not in index |
| FrontierMath, tiers 1 to 3Math | 70.2% | Not in index |
| FrontierMath, tier 4Math | 31.7% | Not in index |
| ProofBenchMath | 54.0% | Not in index |
| MATH level 5Math | Not measured | Not in index |
| GSM8KMath | Not measured | Not in index |
| SimpleQA VerifiedKnowledge | 51.7% | Not in index |
| MMLUKnowledge | Not measured | Not in index |
| GeoBenchKnowledge | Not measured | Not in index |
| DTBenchGeneral | 94.7% | Not in index |
| LMCAGeneral | 52.2% | 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 | Not measured | Not in index |
| Furniture assemblyGeneral | 33.3% | Not in index |
| ExploitBenchGeneral | 26.5% | 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 | Not measured | Not in index |
| Vending-Bench 2Agentic work | $10,937 | Not in index |
| Epoch Capabilities IndexIntelligence | 156.3 | Not in index |
| LMArena TextGeneral | 1490 | Not in index |
| LMArena Text: codingCoding | 1519 | Not in index |
| LMArena Text: hard promptsReasoning | 1506 | Not in index |
| LMArena Text: mathMath | 1499 | Not in index |
| LMArena Text: instruction followingGeneral | 1498 | Not in index |
| LMArena Text: creative writingGeneral | 1486 | Not in index |
| LMArena VisionGeneral | 1317 | Not in index |
| LMArena Text: EnglishGeneral | 1496 | Not in index |
| LMArena Text: non-EnglishGeneral | 1480 | Not in index |
| LMArena Text: ChineseGeneral | 1532 | Not in index |
| LMArena Text: GermanGeneral | 1495 | Not in index |
| LMArena Text: JapaneseGeneral | 1474 | Not in index |
| LMArena Text: KoreanGeneral | 1464 | Not in index |
| LMArena Text: FrenchGeneral | 1503 | Not in index |
| LMArena Text: SpanishGeneral | 1495 | Not in index |
| LMArena Text: RussianGeneral | 1494 | Not in index |
| LMArena Text: PolishGeneral | 1489 | Not in index |
| LMArena Text: multi-turnGeneral | 1506 | Not in index |
| LMArena Text: longer queriesGeneral | 1506 | Not in index |
| LMArena Text: expertReasoning | 1521 | Not in index |
| LMArena Text: hard prompts in EnglishReasoning | 1508 | Not in index |
| LMArena Text: software and ITCoding | 1516 | Not in index |
| LMArena Text: mathematical workMath | 1509 | Not in index |
| LMArena Text: scienceKnowledge | 1508 | Not in index |
| LMArena Text: medicine and healthcareKnowledge | 1495 | Not in index |
| LMArena Text: legal and governmentKnowledge | 1505 | Not in index |
| LMArena Text: business and financeKnowledge | 1490 | Not in index |
| LMArena Text: writing and languageGeneral | 1493 | Not in index |
| LMArena Text: entertainment and mediaGeneral | 1474 | Not in index |
| LMArena WebDev: ReactCoding | 1560 | Not in index |
| LMArena WebDev: HTMLCoding | 1554 | Not in index |
| LMArena WebDev: from an imageCoding | 1577 | Not in index |
| LMArena Vision: EnglishGeneral | 1322 | Not in index |
| LMArena Vision: ChineseGeneral | 1371 | Not in index |
| LMArena Vision: reading textGeneral | 1327 | Not in index |
| LMArena Vision: diagramsReasoning | 1336 | Not in index |
| LMArena Vision: homeworkReasoning | 1337 | Not in index |
| LMArena Vision: humorGeneral | 1309 | Not in index |
| LMArena Vision: captioningGeneral | Not measured | Not in index |
| LMArena Vision: recognizing thingsGeneral | 1278 | Not in index |
| LMArena Vision: creative writingGeneral | 1326 | Not in index |
| LMArena SearchAgentic work | 1230 | Not in index |
| LMArena DocumentGeneral | 1495 | 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) | 82.0% | $2.42 per test | Duration, as printed 7m 22s |
| Vibe Code Bench (Vals AI) | 71.0% | $21.41 per test | Duration, as printed 35m 42s |
| Code migration (Vals AI) | 43.9% | $36.39 per test | Duration, as printed 1h 12m |
| Terminal-Bench 2.1 (Vals AI) | 68.5% | $1.98 per test | Duration, as printed 13m 37s |
| Finance Agent (Vals AI) | 51.5% | $4.03 per test | Duration, as printed 6m 00s |
| Tax Agent Bench (Vals AI) | 23.7% | $1.27 per test | Duration, as printed 4m 39s |
| Legal Research Bench (Vals AI) | 38.5% | $3.06 per test | Duration, as printed 8m 32s |
| Excel Modeling Benchmark (Vals AI) | 63.7% | $12.76 per test | Duration, as printed 38m 36s |
| Vals Multimodal Index | 67.4% | $4.44 per test | Duration, as printed 9m 24s |
| WeirdML | 76.4% | $1.8207 per run | Median lines of code 147 |
| ARC-AGI | 93.5% | $1.41 per task | Nothing else |
| ProofBench | 54.0% | $1.8078 per test | Time per proof 11m 20s |
| LMArena WebDev | 1558 Elo | Not published | Votes 17,910 · Interval (±) ±5.8 |
|---|---|---|---|
| GPQA Diamond | 90.2% | Not published | Latency, as printed 3m 23s |
| AIME | 96.3% | Not published | Latency, as printed 3m 02s |
| MMLU Pro | 89.9% | Not published | Latency, as printed 3m 08s |
| LiveCodeBench (Vals AI) | 85.1% | Not published | Latency, as printed 7m 42s |
| ProgramBench (Vals AI) | 0.0% | Not published | Duration, as printed 54m 07s |
| MMMU Pro (Vals AI) | 85.5% | Not published | Latency, as printed 1m 11s |
| SAGE (Vals AI) | 56.1% | Not published | Latency, as printed 2m 05s |
| LegalBench (Vals AI) | 85.3% | Not published | Latency, as printed 27 s |
| CaseLaw (Vals AI) | 68.4% | Not published | Latency, as printed 18 s |
| CorpFin (Vals AI) | 66.1% | Not published | Latency, as printed 18 s |
| TaxEval (Vals AI) | 75.3% | Not published | Latency, as printed 1m 02s |
| MortgageTax (Vals AI) | 70.3% | Not published | Latency, as printed 16 s |
| MedCode (Vals AI) | 54.9% | Not published | Latency, as printed 54 s |
| MedScribe (Vals AI) | 83.0% | Not published | Latency, as printed 1m 08s |
| APEX-Agents | 49.2% | Not published | Mean score 63.1% |
| OSWorld 2.0 | 18.2% | Not published | With partial credit 48.9% |
| LMArena Text | 1490 Elo | Not published | Votes 65,116 · Interval (±) ±3.7 |
| LMArena Text: coding | 1519 Elo | Not published | Votes 18,573 · Interval (±) ±5.8 |
| LMArena Text: hard prompts | 1506 Elo | Not published | Votes 43,663 · Interval (±) ±4.4 |
| LMArena Text: math | 1499 Elo | Not published | Votes 3,286 · Interval (±) ±10.7 |
| LMArena Text: instruction following | 1498 Elo | Not published | Votes 22,744 · Interval (±) ±5.4 |
| LMArena Text: creative writing | 1486 Elo | Not published | Votes 11,806 · Interval (±) ±6.9 |
| LMArena Vision | 1317 Elo | Not published | Votes 23,139 · Interval (±) ±6.5 |
| LMArena Text: English | 1496 Elo | Not published | Votes 30,177 · Interval (±) ±4.9 |
| LMArena Text: non-English | 1480 Elo | Not published | Votes 34,937 · Interval (±) ±4.6 |
| LMArena Text: Chinese | 1532 Elo | Not published | Votes 4,182 · Interval (±) ±9.8 |
| LMArena Text: German | 1495 Elo | Not published | Votes 1,022 · Interval (±) ±18.9 |
| LMArena Text: Japanese | 1474 Elo | Not published | Votes 715 · Interval (±) ±24.3 |
| LMArena Text: Korean | 1464 Elo | Not published | Votes 1,149 · Interval (±) ±18.6 |
| LMArena Text: French | 1503 Elo | Not published | Votes 2,295 · Interval (±) ±14.3 |
| LMArena Text: Spanish | 1495 Elo | Not published | Votes 2,051 · Interval (±) ±14.3 |
| LMArena Text: Russian | 1494 Elo | Not published | Votes 6,866 · Interval (±) ±8.0 |
| LMArena Text: Polish | 1489 Elo | Not published | Votes 1,122 · Interval (±) ±17.8 |
| LMArena Text: multi-turn | 1506 Elo | Not published | Votes 11,424 · Interval (±) ±6.8 |
| LMArena Text: longer queries | 1506 Elo | Not published | Votes 30,078 · Interval (±) ±5.1 |
| LMArena Text: expert | 1521 Elo | Not published | Votes 7,101 · Interval (±) ±8.0 |
| LMArena Text: hard prompts in English | 1508 Elo | Not published | Votes 20,836 · Interval (±) ±5.6 |
| LMArena Text: software and IT | 1516 Elo | Not published | Votes 26,175 · Interval (±) ±5.1 |
| LMArena Text: mathematical work | 1509 Elo | Not published | Votes 3,651 · Interval (±) ±10.6 |
| LMArena Text: science | 1508 Elo | Not published | Votes 11,043 · Interval (±) ±6.7 |
| LMArena Text: medicine and healthcare | 1495 Elo | Not published | Votes 4,959 · Interval (±) ±9.2 |
| LMArena Text: legal and government | 1505 Elo | Not published | Votes 5,256 · Interval (±) ±9.0 |
| LMArena Text: business and finance | 1490 Elo | Not published | Votes 13,025 · Interval (±) ±6.4 |
| LMArena Text: writing and language | 1493 Elo | Not published | Votes 16,572 · Interval (±) ±6.0 |
| LMArena Text: entertainment and media | 1474 Elo | Not published | Votes 15,118 · Interval (±) ±6.3 |
| LMArena WebDev: React | 1560 Elo | Not published | Votes 13,873 · Interval (±) ±6.4 |
| LMArena WebDev: HTML | 1554 Elo | Not published | Votes 2,267 · Interval (±) ±13.5 |
| LMArena WebDev: from an image | 1577 Elo | Not published | Votes 6,946 · Interval (±) ±9.1 |
| LMArena Vision: English | 1322 Elo | Not published | Votes 9,834 · Interval (±) ±8.7 |
| LMArena Vision: Chinese | 1371 Elo | Not published | Votes 1,504 · Interval (±) ±17.6 |
| LMArena Vision: reading text | 1327 Elo | Not published | Votes 16,736 · Interval (±) ±6.6 |
| LMArena Vision: diagrams | 1336 Elo | Not published | Votes 6,240 · Interval (±) ±9.1 |
| LMArena Vision: homework | 1337 Elo | Not published | Votes 3,084 · Interval (±) ±11.6 |
| LMArena Vision: humor | 1309 Elo | Not published | Votes 889 · Interval (±) ±20.9 |
| LMArena Vision: recognizing things | 1278 Elo | Not published | Votes 154 · Interval (±) ±40.6 |
| LMArena Vision: creative writing | 1326 Elo | Not published | Votes 1,454 · Interval (±) ±16.3 |
| LMArena Search | 1230 Elo | Not published | Votes 127,506 · Interval (±) ±4.9 |
| LMArena Document | 1495 Elo | Not published | Votes 22,192 · Interval (±) ±6.4 |