Anthropic · Frontier
Claude Opus 5
Claude Opus 5 is Anthropic's flagship model for advanced coding, long-running agentic tasks, research, and complex knowledge work.
- Reasoning
- Tools
- Vision
- Structured output
- PDF input
- Input
- Text, Images
- Output
- Text
- Reasoning effort
- low · medium · high · xhigh · max
- Discovery tier
- Frontier
Pricing
USD per 1M tokens- Input
- $5.00
- Output
- $25.00
- Cache read
- $0.50
- Cache write
- $6.25
- $10.00 for a 1-hour cache
Reference prices as published by the model provider. API example
Specifications
- Context window
- 1M
- Max output
- 128K
- Average output (7 days)
- 1.5K tokens
- Longer than 86% of 473 models
Side by side
Claude Opus 5 compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| Claude Opus 5AnthropicThis model | Muse Spark 1.3MetaRemove | |
|---|---|---|
| Provider | Anthropic | Meta |
| Discovery tier | Frontier | Frontier |
| Added | Jul 24, 2026 | Sep 2, 2026 |
| Limits | ||
| Context window | 1M | 1.05MBest |
| Max output | 128K | — |
| Average output | 1.5K tokens | 1.2K tokens |
| Pricing, USD per 1M tokens | ||
| Input | $5.00 | $1.25Best |
| Output | $25.00 | $4.25Best |
| Cache read | $0.50 | $0.15Best |
| Cache write | $6.25 | — |
| Performance | ||
| Throughput | 177.8 tok/s | 292.3 tok/sBest |
| Time to first token | 3.8 sBest | 7.8 s |
| Request success (24h) | 99.9% | 100.0%Best |
| Benchmark indexes | ||
| Intelligence Index | 48.1 | 48.1 |
| Coding Index | 76.5Best | 75.8 |
| Capabilities | ||
| Reasoning | Yes | Yes |
| Tools | Yes | Yes |
| Vision | Yes | Yes |
| Structured output | Yes | Yes |
| PDF input | Yes | Yes |
| Audio input | No | Yes |
| Video input | No | Yes |
| Reasoning effort | low, medium, high, xhigh, max | minimal, low, medium, high, xhigh |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- Claude Opus 5
- Muse Spark 1.3
Intelligence Index
- Claude Opus 548.1
- Muse Spark 1.348.1
Claude Opus 5 tested at high reasoning effort
Claude Opus 5: Better than 95% of 326 scored models
Indexes
Coding Index
Composite of the coding evaluations
- Claude Opus 5: 76.5Top
- Muse Spark 1.3: 75.8
Agentic work
AutomationBench-AA
Workflow automation, penalized for guardrail violations
- Claude Opus 5: 53.6%
- Muse Spark 1.3: 57.9%Top
AutomationBench-AA tasks completed
Workflows finished end to end without a guardrail violation
- Claude Opus 5: 25.3%
- Muse Spark 1.3: 29.8%Top
Harvey LAB-AAv1.1
Legal tasks passed in full, with no material hallucination
- Claude Opus 5: —
- Muse Spark 1.3: 8.9%
AA-Briefcasev1.1
Agentic knowledge work, rated head to head
- Claude Opus 5: 1,558 Elo
- Muse Spark 1.3: 1,581 EloTop
GDPval-AAv2.1
Economically valuable occupational tasks, rated head to head
- Claude Opus 5: 1,595 Elo
- Muse Spark 1.3: 1,681 EloTop
Document reasoning
GDP.pdf
Professional reasoning over PDF documents, all-pass rate
- Claude Opus 5: 19.6%
- Muse Spark 1.3: 26.6%Top
AA-LCRv1.1
Reasoning across long documents
- Claude Opus 5: 79.0%
- Muse Spark 1.3: 83.0%Top
MLCR-AA
Long-context reasoning over medical records
- Claude Opus 5: 11.7%
- Muse Spark 1.3: 13.9%Top
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- Claude Opus 5: 52.8%Top
- Muse Spark 1.3: 48.7%
GPQA Diamond
Graduate-level science questions
- Claude Opus 5: 93.7%Top
- Muse Spark 1.3: 93.5%
Coding
Terminal-Benchv4.0
Practical software engineering in a terminal
- Claude Opus 5: 46.0%Top
- Muse Spark 1.3: 33.3%
SciCode
Scientific computing in Python
- Claude Opus 5: 55.4%
- Muse Spark 1.3: 58.8%Top
Legacy evaluations
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- Claude Opus 5: 79.0%
- Muse Spark 1.3: 83.0%Top
Scores from Artificial Analysis, updated Oct 26, 2026. Claude Opus 5 was tested at high reasoning effort; compare scores measured at the same effort.Artificial Analysis
- Claude Opus 5
- Muse Spark 1.3
| Leaderboard | Claude Opus 5 | Muse Spark 1.3 |
|---|---|---|
| Combined | #10 · 16.9% | #13 · 14.8% |
Ranks among Noumen catalog models on Combined leaderboards. Only top-20 placements are listed.
- Claude Opus 5
- Muse Spark 1.3
| Leaderboard | Claude Opus 5 | Muse Spark 1.3 |
|---|---|---|
| Roleplay | #1 · 96.9% | #18 · 18.9% |
| Creative writing | #3 · 62.2% | #18 · 19.1% |
| Coding | #6 · 30.3% | #9 · 25.8% |
| Math | #5 · 34.4% | #9 · 19.4% |
Ranks among Noumen catalog models on Use cases leaderboards. Only top-20 placements are listed.
- Claude Opus 5
- Muse Spark 1.3
| Leaderboard | Claude Opus 5 | Muse Spark 1.3 |
|---|---|---|
| Overall | #11 · 1490.9 | #9 · 1495.6 |
| Coding | #14 · 1533.9 | #13 · 1535.8 |
| Math | #5 · 1520.5 | #9 · 1509.8 |
| Longer Query | #9 · 1502.7 | #16 · 1497.1 |
| Creative Writing | #11 · 1473.8 | Not in top 20 |
| Instruction Following | #8 · 1495.4 | #16 · 1484.6 |
| Hard Prompts | #11 · 1515.5 | #9 · 1517.2 |
| Chinese | #7 · 1546.2 | #16 · 1531.2 |
| English | #12 · 1493.9 | #7 · 1502.4 |
| Exclude Ties | #11 · 1505.6 | #8 · 1513.7 |
| Expert | #4 · 1537.6 | #13 · 1527.1 |
| French | #17 · 1505.7 | #3 · 1525.2 |
| German | #2 · 1512.3 | #1 · 1516.5 |
| Hard Prompts English | #12 · 1513.5 | #10 · 1516.2 |
| Industry Business And Management And Financial Operations | #15 · 1485.4 | #4 · 1500.6 |
| Industry Entertainment And Sports And Media | #13 · 1463.0 | #17 · 1460.0 |
| Industry Legal And Government | #8 · 1503.9 | #10 · 1502.3 |
| Industry Life And Physical And Social Science | #10 · 1514.0 | #12 · 1512.0 |
| Industry Mathematical | #4 · 1531.6 | #18 · 1499.8 |
| Industry Medicine And Healthcare | #8 · 1512.5 | #15 · 1501.1 |
| Industry Software And It Services | #13 · 1523.4 | #11 · 1528.0 |
| Industry Writing And Literature And Language | #12 · 1481.4 | #16 · 1473.7 |
| Japanese | #6 · 1509.3 | Not in top 20 |
| Korean | #2 · 1496.4 | #4 · 1492.8 |
| Non English | #13 · 1481.3 | #10 · 1484.3 |
| Polish | #6 · 1503.6 | #15 · 1485.2 |
| Russian | #13 · 1497.1 | #11 · 1499.4 |
| Spanish | #8 · 1489.8 | #7 · 1491.2 |
| Vision Style Control Overall | #10 · 1287.9 | #9 · 1289.6 |
| Vision Style Control · Chinese | #3 · 1363.2 | #8 · 1347.3 |
| Vision Style Control · Creative Writing Vision | #17 · 1275.3 | Not in top 20 |
| Vision Style Control · Diagram | #6 · 1328.6 | #9 · 1321.9 |
| Vision Style Control · English | #11 · 1281.0 | #15 · 1279.3 |
| Vision Style Control · Homework | #14 · 1323.3 | Not in top 20 |
| Vision Style Control · Ocr | #9 · 1304.1 | #6 · 1307.3 |
| WebDev Overall | #7 · 1690.7 | #10 · 1657.2 |
| WebDev · Image To Webdev | #6 · 1661.8 | #8 · 1640.4 |
| WebDev · Webdev | #7 · 1690.7 | #10 · 1657.2 |
| WebDev · Webdev-html | #9 · 1680.9 | #10 · 1652.7 |
| WebDev · Webdev-react | #6 · 1713.0 | #10 · 1670.6 |
| Search Overall | #4 · 1241.6 | Not in top 20 |
| Document Overall | #1 · 1516.3 | #12 · 1470.7 |
| Document Style Control Overall | #5 · 1489.7 | #15 · 1467.9 |
| Multi Turn | Not in top 20 | #13 · 1493.7 |
| Vision Style Control · Humor | Not in top 20 | #16 · 1267.1 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
- Claude Opus 5
- Muse Spark 1.3
| Leaderboard | Claude Opus 5 | Muse Spark 1.3 |
|---|---|---|
| FrontierCode Main | #3 · 53.4% | Not in top 20 |
| FrontierCode Extended | #5 · 63.6% | Not in top 20 |
Ranks among Noumen catalog models on FrontierCode leaderboards. Only top-20 placements are listed.FrontierCode
- Claude Opus 5
- Muse Spark 1.3
| Leaderboard | Claude Opus 5 | Muse Spark 1.3 |
|---|---|---|
| Epoch Capabilities Index | #7 · 163.9 | Not in top 20 |
| GPQA Diamond | #4 · 92.9% | Not in top 20 |
| FrontierMath v2 (Tiers 1–3) | Not in top 20 | #3 · 74.0% |
Ranks among Noumen catalog models on Epoch AI leaderboards. Only top-20 placements are listed.Epoch AI
- Claude Opus 5
- Muse Spark 1.3
| Leaderboard | Claude Opus 5 | Muse Spark 1.3 |
|---|---|---|
| ARC-AGI-1 | #9 · 97.5% | Not in top 20 |
| ARC-AGI-2 | #6 · 90.4% | Not in top 20 |
| ARC-AGI-3 (Default harness) | #4 · 30.2% | Not in top 20 |
Ranks among Noumen catalog models on ARC Prize leaderboards. Only top-20 placements are listed.ARC Prize
- Claude Opus 5
- Muse Spark 1.3
| Leaderboard | Claude Opus 5 | Muse Spark 1.3 |
|---|---|---|
| EQ-Bench 4 | #1 · 1360 | Not in top 20 |
| Creative Writing v3 | #3 · 2134 | #16 · 1907 |
| Longform Writing | #1 · 86.3 | #8 · 82.8 |
Ranks among Noumen catalog models on EQ-Bench leaderboards. Only top-20 placements are listed.EQ-Bench
- Claude Opus 5
- Muse Spark 1.3
| Leaderboard | Claude Opus 5 | Muse Spark 1.3 |
|---|---|---|
| Game Development | #12 · 1339 | #11 · 1344 |
| Website | #13 · 1309 | #2 · 1355 |
| UI Component | #6 · 1345 | #7 · 1344 |
| Data Visualization | #9 · 1330 | #5 · 1342 |
| SVG | #7 · 1308 | #4 · 1320 |
| 3D | #15 · 1331 | #7 · 1393 |
| ASCII Art | #1 · 1358 | #7 · 1278 |
| Agentic Game Dev | #3 · 1224 | Not in top 20 |
| Web Apps | #8 · 1266 | #6 · 1297 |
| Full Stack | #5 · 1306 | #4 · 1312 |
| Native Apps | #2 · 1256 | Not in top 20 |
| Mobile Apps | Not in top 20 | #12 · 1220 |
Ranks among Noumen catalog models on Design Arena leaderboards. Only top-20 placements are listed.Design Arena
Live routing data
Performance and reliability
Recent averages across requests routed for this model. Your own speed depends on prompt length, reasoning effort and load.
- Throughput
- 177.8 tok/s
- Faster than 80% of 256 models
- Time to first token
- 3.8 s
- Quicker than 40% of 256 models
- Prompt cache hits
- 71.4%
- About $1.79 per 1M input tokens with caching
- Request success (24h)
- 99.9%
- Reliable
Cache hits are the share of input tokens recently served from a prompt cache across all requests. They are not a forecast of your own hit rate.
- Healthy (98% or more)
- Degraded (90–98%)
- Down (under 90%)
- No requests
Developers
Use it through the API
Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.
curl https://www.noumen.xyz/api/v1/chat/completions \
-H "Authorization: Bearer $NOUMEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "anthropic/claude-opus-5",
"reasoning_effort": "medium",
"messages": [{ "role": "user", "content": "Explain this stack trace." }]
}'import os
from openai import OpenAI
client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
model="anthropic/claude-opus-5",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)Anthropic
Related models
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