Claude Opus 4.6 vs Claude Sonnet 4.6
Claude Sonnet 4.6 leads Claude Opus 4.6 on coding, 57.3 to 57.2 on the Vibe Coding Index, and Claude Sonnet 4.6 costs 1.7x less per output token ($15.00 vs $25.00 per million). Updated October 22, 2026; 94 benchmarks have a result for both.
Claude Opus 4.6 or Claude Sonnet 4.6: which to pick
Claude Opus 4.6 and Claude Sonnet 4.6 are level for coding, 57.2 against 57.3 on the Vibe Coding Index, so price and context decide.
Pick Claude Opus 4.6 for a lower cost per solved task ($1.56 against $1.68) and work measured by LMArena WebDev or LiveCodeBench (Vals AI), where it leads. Pick Claude Sonnet 4.6 for output tokens 1.7x cheaper ($15.00 vs $25.00 per million) and work measured by Terminal-Bench Hard (Artificial Analysis run) or Design Arena: agents building mobile apps, where it leads.
- Shared results
- 94
- Claude Opus 4.6 only
- 16
- Claude Sonnet 4.6 only
- 24
- 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
Level: 57.2 against 57.3, inside 2 points.
4 and 5 benchmarks behind the scores
Intelligence
AA Intelligence Index
Claude Opus 4.6
Claude Opus 4.6 leads, 31.9 against 30.1.
Same board, both measured
Agentic work
AA Agentic Index
No call
Only Claude Sonnet 4.6 has a AA Agentic Index result, 31.8.
Directional only
Reasoning
GPQA Diamond
Claude Opus 4.6
Claude Opus 4.6 leads, 89.7% against 85.6%.
Same board, both measured
Math
AIME
Claude Opus 4.6
Claude Opus 4.6 leads, 95.6% against 92.3%.
Same board, both measured
Knowledge
MMLU Pro
Claude Opus 4.6
Claude Opus 4.6 leads, 89.1% against 87.3%.
Same board, both measured
Web design
Design Arena: websites
Claude Opus 4.6
Claude Opus 4.6 leads, 1291 against 1284.
Same board, both measured
Long documents
Listed context window
No call
Both take 1M tokens.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Claude Sonnet 4.6
Claude Opus 4.6 $0.018, Claude Sonnet 4.6 $0.011 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Claude Opus 4.6
Claude Opus 4.6 $1.56, Claude Sonnet 4.6 $1.68.
Published attempt cost and pass rate
At a glance
- Coding index
- Claude Opus 4.6 57.2 from 4 benchmarks, Claude Sonnet 4.6 57.3 from 5 benchmarks.
- Widest category
- General, 7.9 points apart on average over 30 shared benchmarks.
- Widest single gap
- Terminal-Bench: Claude Opus 4.6 79.8% against Claude Sonnet 4.6 53.4%, 26.4 points apart on a 0 to 100 scale.
- Output price
- Claude Opus 4.6 $25.00 against Claude Sonnet 4.6 $15.00 per million output tokens, 1.7x apart.
- Context window
- Both take 1M tokens.
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 | Claude Opus 4.6 | Bars | Claude Sonnet 4.6 | Ties |
|---|---|---|---|---|
| Coding | 12 | 1 | ||
| Intelligence | 2 | 0 | ||
| Agentic work | 7 | 1 | 1 tie | |
| Reasoning | 13 | 1 | ||
| Math | 5 | 0 | ||
| Knowledge | 11 | 2 | ||
| Web design | 8 | 0 | ||
| General | 28 | 2 | ||
| All shared boards | 86 | 7 | 1 tie |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index121
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | Leader |
|---|---|---|---|
| SWE-bench Verified | 75.6% | Not measured | Only Claude Opus 4.6 measured |
| SWE-bench Multilingual | 72.0% | Not measured | Only Claude Opus 4.6 measured |
| LiveBench coding | Not measured | 66.6% | Only Claude Sonnet 4.6 measured |
| LMArena WebDev | 1547 | 1523 | Claude Opus 4.6 |
| AA Coding Index | Not measured | 63.0 | Only Claude Sonnet 4.6 measured |
| LiveCodeBench (Vals AI) | 84.7% | 82.1% | Claude Opus 4.6 |
| SWE-bench Verified (Vals AI) | 78.2% | 77.4% | Claude Opus 4.6 |
| Vibe Code Bench (Vals AI) | 57.6% | 55.8% | Claude Opus 4.6 |
| Code migration (Vals AI) | Not measured | 39.9% | Only Claude Sonnet 4.6 measured |
| ProgramBench (Vals AI) | Not measured | 0.5% | Only Claude Sonnet 4.6 measured |
| Terminal-Bench 2.1 (Vals AI) | Not measured | 57.3% | Only Claude Sonnet 4.6 measured |
| SkillsBench (Vals AI) | Not measured | 49.0% | Only Claude Sonnet 4.6 measured |
| SciCode | Not measured | 50.1% | Only Claude Sonnet 4.6 measured |
| Terminal-Bench Hard (Artificial Analysis run) | 48.5% | 53.0% | Claude Sonnet 4.6 |
| Terminal-Bench | 79.8% | 53.4% | Claude Opus 4.6 |
| FrontierCode | 26.6% | 24.3% | Claude Opus 4.6 |
| GSO-Bench | 41.2% | Not measured | Only Claude Opus 4.6 measured |
| WeirdML | 78.0% | 66.1% | Claude Opus 4.6 |
| Cybench | 93.0% | Not measured | Only Claude Opus 4.6 measured |
| LMArena Text: coding | 1534 | 1503 | Claude Opus 4.6 |
| LMArena Text: software and IT | 1527 | 1491 | Claude Opus 4.6 |
| LMArena WebDev: React | 1539 | 1512 | Claude Opus 4.6 |
| LMArena WebDev: HTML | 1559 | 1527 | Claude Opus 4.6 |
| LMArena WebDev: from an image | 1543 | 1529 | Claude Opus 4.6 |
| Neither model has a result on the other 15 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | Leader |
|---|---|---|---|
| AA Intelligence Index | 31.9 | 30.1 | Claude Opus 4.6 |
| Epoch Capabilities Index | 155.7 | 152.8 | Claude Opus 4.6 |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index71
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | Leader |
|---|---|---|---|
| AA Agentic Index | Not measured | 31.8 | Only Claude Sonnet 4.6 measured |
| Design Arena: agents building web apps | 1206 | 1190 | Claude Opus 4.6 |
| Design Arena: agents building full-stack apps | 1220 | 1213 | Claude Opus 4.6 |
| Design Arena: agents building mobile apps | 1207 | 1212 | Claude Sonnet 4.6 |
| Design Arena: agents building Android apps | 1197 | 1197 | Tie |
| Design Arena: agents building Godot games | Not measured | 1226 | Only Claude Sonnet 4.6 measured |
| Design Arena: agents building games | 1212 | 1177 | Claude Opus 4.6 |
| LiveBench research | Not measured | 63.6% | Only Claude Sonnet 4.6 measured |
| LiveBench browser | Not measured | 68.0% | Only Claude Sonnet 4.6 measured |
| LiveBench long agentic | Not measured | 23.1% | Only Claude Sonnet 4.6 measured |
| Finance Agent (Vals AI) | Not measured | 51.0% | Only Claude Sonnet 4.6 measured |
| Tax Agent Bench (Vals AI) | Not measured | 25.8% | Only Claude Sonnet 4.6 measured |
| Legal Research Bench (Vals AI) | Not measured | 38.5% | Only Claude Sonnet 4.6 measured |
| Excel Modeling Benchmark (Vals AI) | Not measured | 60.2% | Only Claude Sonnet 4.6 measured |
| τ²-Bench Telecom | 92.1% | 79.5% | Claude Opus 4.6 |
| APEX-Agents | 46.3% | 43.0% | Claude Opus 4.6 |
| METR time horizons | 78.9% | Not measured | Only Claude Opus 4.6 measured |
| Remote Labor Index | 4.2% | Not measured | Only Claude Opus 4.6 measured |
| OSWorld 2.0 | Not measured | 9.3% | Only Claude Sonnet 4.6 measured |
| DeepResearch Bench | 55.3% | 54.9% | Claude Opus 4.6 |
| OSWorld | Not measured | 72.1% | Only Claude Sonnet 4.6 measured |
| Vending-Bench 2 | $8,018 | $7,204 | Claude Opus 4.6 |
| Neither model has a result on the other 19 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index131
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | Leader |
|---|---|---|---|
| GPQA Diamond | 89.7% | 85.6% | Claude Opus 4.6 |
| LiveBench reasoning | Not measured | 86.4% | Only Claude Sonnet 4.6 measured |
| MMMU Pro (Vals AI) | 83.9% | 83.6% | Claude Opus 4.6 |
| GPQA Diamond (Artificial Analysis run) | 89.6% | 87.5% | Claude Opus 4.6 |
| Humanity's Last Exam (Artificial Analysis run) | 39.9% | 33.6% | Claude Opus 4.6 |
| GPQA Diamond (Epoch AI run) | 90.5% | 87.4% | Claude Opus 4.6 |
| ARC-AGI | 94.0% | 86.5% | Claude Opus 4.6 |
| ARC-AGI-2 | 69.2% | 60.4% | Claude Opus 4.6 |
| SimpleBench | 67.6% | Not measured | Only Claude Opus 4.6 measured |
| Chess puzzles | 21.0% | 23.0% | Claude Sonnet 4.6 |
| Mystery game puzzles | 25.0% | 16.0% | Claude Opus 4.6 |
| EBR-bench | 12.7% | Not measured | Only Claude Opus 4.6 measured |
| LMArena Text: hard prompts | 1525 | 1485 | Claude Opus 4.6 |
| LMArena Text: expert | 1544 | 1500 | Claude Opus 4.6 |
| LMArena Text: hard prompts in English | 1530 | 1493 | Claude Opus 4.6 |
| LMArena Vision: diagrams | 1340 | 1306 | Claude Opus 4.6 |
| LMArena Vision: homework | 1337 | 1311 | Claude Opus 4.6 |
| Kagi LLM Benchmark | 83.6% | Not measured | Only Claude Opus 4.6 measured |
| Neither model has a result on the other 4 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index50
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | Leader |
|---|---|---|---|
| AIME | 95.6% | 92.3% | Claude Opus 4.6 |
| OTIS Mock AIME | 94.4% | 85.8% | Claude Opus 4.6 |
| FrontierMath, tiers 1 to 3 | 66.0% | Not measured | Only Claude Opus 4.6 measured |
| FrontierMath, tier 4 | 26.8% | Not measured | Only Claude Opus 4.6 measured |
| ProofBench | 50.0% | 45.0% | Claude Opus 4.6 |
| LMArena Text: math | 1518 | 1462 | Claude Opus 4.6 |
| LMArena Text: mathematical work | 1525 | 1483 | Claude Opus 4.6 |
| Neither model has a result on the other 6 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index112
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | Leader |
|---|---|---|---|
| MMLU Pro | 89.1% | 87.3% | Claude Opus 4.6 |
| LegalBench (Vals AI) | 85.3% | 82.1% | Claude Opus 4.6 |
| CaseLaw (Vals AI) | 62.1% | 64.0% | Claude Sonnet 4.6 |
| CorpFin (Vals AI) | 67.0% | 65.3% | Claude Opus 4.6 |
| TaxEval (Vals AI) | 76.0% | 77.1% | Claude Sonnet 4.6 |
| MortgageTax (Vals AI) | 68.5% | 67.7% | Claude Opus 4.6 |
| MedQA (Vals AI) | 95.4% | 92.1% | Claude Opus 4.6 |
| MedCode (Vals AI) | 49.1% | Not measured | Only Claude Opus 4.6 measured |
| SimpleQA Verified | 47.0% | 35.5% | Claude Opus 4.6 |
| LMArena Text: science | 1519 | 1474 | Claude Opus 4.6 |
| LMArena Text: medicine and healthcare | 1504 | 1451 | Claude Opus 4.6 |
| LMArena Text: legal and government | 1512 | 1470 | Claude Opus 4.6 |
| LMArena Text: business and finance | 1497 | 1464 | Claude Opus 4.6 |
| FACTS Benchmark Suite | 41.5% | 37.0% | Claude Opus 4.6 |
| Neither model has a result on the other 4 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index80
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | Leader |
|---|---|---|---|
| Design Arena: websites | 1291 | 1284 | Claude Opus 4.6 |
| Design Arena: UI components | 1281 | 1269 | Claude Opus 4.6 |
| Design Arena: game dev | 1277 | 1258 | Claude Opus 4.6 |
| Design Arena: data viz | 1279 | 1278 | Claude Opus 4.6 |
| Design Arena: 3D | 1273 | 1234 | Claude Opus 4.6 |
| Design Arena: all code categories | 1288 | 1275 | Claude Opus 4.6 |
| Design Arena: SVG | 1227 | 1196 | Claude Opus 4.6 |
| Design Arena: ASCII art | 1255 | 1235 | Claude Opus 4.6 |
| LiveBench design | Not measured | 71.8% | Only Claude Sonnet 4.6 measured |
GeneralLike-for-likePublic boards, shown as published, kept out of the index282
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | Leader |
|---|---|---|---|
| LiveBench data analysis | Not measured | 76.1% | Only Claude Sonnet 4.6 measured |
| Public Benefits Bench (Vals AI) | Not measured | 62.5% | Only Claude Sonnet 4.6 measured |
| SAGE (Vals AI) | 51.6% | 46.6% | Claude Opus 4.6 |
| MedScribe (Vals AI) | 86.7% | Not measured | Only Claude Opus 4.6 measured |
| Vals Multimodal Index | Not measured | 60.6% | Only Claude Sonnet 4.6 measured |
| IFBench | 53.1% | 56.6% | Claude Sonnet 4.6 |
| Long context reasoning (AA-LCR) | 78.0% | 80.0% | Claude Sonnet 4.6 |
| DTBench | 91.2% | 89.9% | Claude Opus 4.6 |
| LMCA | 55.8% | 46.5% | Claude Opus 4.6 |
| CL-bench | 20.7% | Not measured | Only Claude Opus 4.6 measured |
| Furniture assembly | 28.3% | Not measured | Only Claude Opus 4.6 measured |
| ExploitBench | Not measured | 23.6% | Only Claude Sonnet 4.6 measured |
| CL-bench Life | 17.0% | Not measured | Only Claude Opus 4.6 measured |
| LMArena Text | 1501 | 1458 | Claude Opus 4.6 |
| LMArena Text: instruction following | 1521 | 1476 | Claude Opus 4.6 |
| LMArena Text: creative writing | 1505 | 1435 | Claude Opus 4.6 |
| LMArena Vision | 1316 | 1283 | Claude Opus 4.6 |
| LMArena Text: English | 1511 | 1472 | Claude Opus 4.6 |
| LMArena Text: non-English | 1488 | 1440 | Claude Opus 4.6 |
| LMArena Text: Chinese | 1551 | 1491 | Claude Opus 4.6 |
| LMArena Text: German | 1500 | 1428 | Claude Opus 4.6 |
| LMArena Text: Japanese | 1488 | 1420 | Claude Opus 4.6 |
| LMArena Text: Korean | 1464 | 1410 | Claude Opus 4.6 |
| LMArena Text: French | 1512 | 1465 | Claude Opus 4.6 |
| LMArena Text: Spanish | 1510 | 1464 | Claude Opus 4.6 |
| LMArena Text: Russian | 1497 | 1440 | Claude Opus 4.6 |
| LMArena Text: Polish | 1499 | 1443 | Claude Opus 4.6 |
| LMArena Text: multi-turn | 1511 | 1464 | Claude Opus 4.6 |
| LMArena Text: longer queries | 1518 | 1479 | Claude Opus 4.6 |
| LMArena Text: writing and language | 1502 | 1444 | Claude Opus 4.6 |
| LMArena Text: entertainment and media | 1492 | 1431 | Claude Opus 4.6 |
| LMArena Vision: English | 1324 | 1298 | Claude Opus 4.6 |
| LMArena Vision: Chinese | 1370 | 1307 | Claude Opus 4.6 |
| LMArena Vision: reading text | 1326 | 1296 | Claude Opus 4.6 |
| LMArena Vision: humor | 1314 | 1248 | Claude Opus 4.6 |
| LMArena Vision: recognizing things | 1274 | 1195 | Claude Opus 4.6 |
| LMArena Vision: creative writing | 1331 | 1272 | Claude Opus 4.6 |
| LMArena Document | 1507 | 1482 | Claude Opus 4.6 |
| Neither model has a result on the other 8 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Opus 4.6 | Claude Sonnet 4.6 | 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
Claude Sonnet 4.6 costs less
Repository review
50K input + 3K output tokens
Claude Sonnet 4.6 costs less
Agent loop
200K input + 10K output tokens
Claude Sonnet 4.6 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 | Anthropic Claude Opus 4.6 | Anthropic Claude Sonnet 4.6 |
|---|---|---|
| Maker | Anthropic | Anthropic |
| Weights | No public weights listed | No public weights listed |
| Released | February 4, 2026 | February 17, 2026 |
| Context window | 1M | 1M |
| Input $/Mtok | $5.00 | $3.00 |
| Output $/Mtok | $25.00 | $15.00 |
| Coding index | 57.2 | 57.3 |
| Independent measurements behind it | 4 | 5 |
| Cost per solved task | $1.56 | $1.68 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Opus 4.6 better than Claude Sonnet 4.6 for coding?
Claude Opus 4.6 and Claude Sonnet 4.6 are level for coding, 57.2 against 57.3 on the Vibe Coding Index, so price and context decide. Pick Claude Opus 4.6 for a lower cost per solved task ($1.56 against $1.68) and work measured by LMArena WebDev or LiveCodeBench (Vals AI), where it leads. Pick Claude Sonnet 4.6 for output tokens 1.7x cheaper ($15.00 vs $25.00 per million) and work measured by Terminal-Bench Hard (Artificial Analysis run) or Design Arena: agents building mobile apps, where it leads.
Which is cheaper, Claude Opus 4.6 or Claude Sonnet 4.6?
Claude Opus 4.6 costs $5.00 per million input tokens and $25.00 per million output tokens; Claude Sonnet 4.6 costs $3.00 and $15.00. Per solved SWE-bench Verified task, Claude Opus 4.6 costs $1.56 and Claude Sonnet 4.6 $1.68.
Which has the bigger context window, Claude Opus 4.6 or Claude Sonnet 4.6?
Neither: both take 1M tokens.
How many benchmarks is the Claude Opus 4.6 vs Claude Sonnet 4.6 comparison based on?
94 benchmarks have a result for both models as of October 22, 2026. Claude Opus 4.6's coding index rests on 4 independent benchmarks and Claude Sonnet 4.6's on 5. Where only one model has a result, the page says so instead of naming a winner.