Anthropic · Frontier
Claude 4.7 Opus
Claude Opus 4.7 is a major upgrade for advanced software engineering, long-running complex tasks, and high-resolution vision understanding.
- 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
Reference prices as published by the model provider. API example
Specifications
- Context window
- 1M
- Max output
- 128K
- Average output (7 days)
- 742 tokens
- Longer than 63% of 473 models
Side by side
Claude 4.7 Opus compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| Claude 4.7 OpusAnthropicThis model | Claude Opus 4.8AnthropicRemove | |
|---|---|---|
| Provider | Anthropic | Anthropic |
| Discovery tier | Frontier | Frontier |
| Added | Apr 16, 2026 | May 28, 2026 |
| Limits | ||
| Context window | 1M | 1M |
| Max output | 128K | 128K |
| Average output | 742 tokens | 360 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $5.00 | $5.00 |
| Output | $25.00 | $25.00 |
| Cache read | $0.50 | $0.50 |
| Performance | ||
| Throughput | 80.1 tok/s | 81.9 tok/sBest |
| Time to first token | 1.2 sBest | 1.2 s |
| Request success (24h) | 99.5% | 100.0%Best |
| Benchmark indexes | ||
| Intelligence Index | 30.9 | 41.8Best |
| Coding Index | — | 74.3 |
| Capabilities | ||
| Reasoning | Yes | Yes |
| Tools | Yes | Yes |
| Vision | Yes | Yes |
| Structured output | Yes | Yes |
| PDF input | Yes | Yes |
| Reasoning effort | low, medium, high, xhigh, max | low, medium, high, xhigh, max |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- Claude 4.7 Opus
- Claude Opus 4.8
Intelligence Index
- Claude 4.7 Opus30.9
- Claude Opus 4.841.8
Claude 4.7 Opus tested at high reasoning effort
Claude 4.7 Opus: Better than 74% of 326 scored models
Indexes
Coding Index
Composite of the coding evaluations
- Claude 4.7 Opus: —
- Claude Opus 4.8: 74.3
Agentic work
AutomationBench-AA
Workflow automation, penalized for guardrail violations
- Claude 4.7 Opus: —
- Claude Opus 4.8: 45.6%
AutomationBench-AA tasks completed
Workflows finished end to end without a guardrail violation
- Claude 4.7 Opus: —
- Claude Opus 4.8: 17.4%
AA-Briefcasev1.1
Agentic knowledge work, rated head to head
- Claude 4.7 Opus: 1,067 Elo
- Claude Opus 4.8: 1,319 EloTop
GDPval-AAv2.1
Economically valuable occupational tasks, rated head to head
- Claude 4.7 Opus: —
- Claude Opus 4.8: 1,454 Elo
Document reasoning
GDP.pdf
Professional reasoning over PDF documents, all-pass rate
- Claude 4.7 Opus: —
- Claude Opus 4.8: 22.8%
AA-LCRv1.1
Reasoning across long documents
- Claude 4.7 Opus: 75.7%
- Claude Opus 4.8: 77.7%Top
MLCR-AA
Long-context reasoning over medical records
- Claude 4.7 Opus: —
- Claude Opus 4.8: 19.4%
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- Claude 4.7 Opus: 33.3%
- Claude Opus 4.8: 48.7%Top
GPQA Diamond
Graduate-level science questions
- Claude 4.7 Opus: 88.5%
- Claude Opus 4.8: 92.0%Top
IFBench
Following precise output instructions
- Claude 4.7 Opus: 43.6%
- Claude Opus 4.8: 62.2%Top
Coding
Terminal-Benchv4.0
Practical software engineering in a terminal
- Claude 4.7 Opus: —
- Claude Opus 4.8: 21.7%
SciCode
Scientific computing in Python
- Claude 4.7 Opus: —
- Claude Opus 4.8: 54.4%
Legacy evaluations
Terminal-Bench Hard
Earlier terminal task suite
- Claude 4.7 Opus: 54.5%
- Claude Opus 4.8: 58.3%Top
τ²-Bench Telecom
Tool use in a customer-support simulation
- Claude 4.7 Opus: 74.0%
- Claude Opus 4.8: 94.4%Top
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- Claude 4.7 Opus: 75.7%
- Claude Opus 4.8: 77.7%Top
Scores from Artificial Analysis, updated Oct 26, 2026. Claude 4.7 Opus was tested at high reasoning effort; compare scores measured at the same effort.Artificial Analysis
- Claude 4.7 Opus
- Claude Opus 4.8
| Leaderboard | Claude 4.7 Opus | Claude Opus 4.8 |
|---|---|---|
| Combined | #16 · 13.2% | Not in top 20 |
Ranks among Noumen catalog models on Combined leaderboards. Only top-20 placements are listed.
- Claude 4.7 Opus
- Claude Opus 4.8
| Leaderboard | Claude 4.7 Opus | Claude Opus 4.8 |
|---|---|---|
| Roleplay | #6 · 46.5% | #12 · 29.6% |
| Creative writing | #10 · 35.5% | Not in top 20 |
| Coding | #5 · 30.9% | Not in top 20 |
| Math | #12 · 10.8% | Not in top 20 |
Ranks among Noumen catalog models on Use cases leaderboards. Only top-20 placements are listed.
- Claude 4.7 Opus
- Claude Opus 4.8
| Leaderboard | Claude 4.7 Opus | Claude Opus 4.8 |
|---|---|---|
| Overall | #7 · 1501.1 | Not in top 20 |
| Coding | #3 · 1550.5 | #16 · 1533.3 |
| Math | #12 · 1503.7 | Not in top 20 |
| Longer Query | #5 · 1514.9 | #8 · 1502.9 |
| Creative Writing | #7 · 1489.1 | #14 · 1469.2 |
| Instruction Following | #5 · 1502.0 | #9 · 1491.0 |
| Hard Prompts | #5 · 1525.2 | #12 · 1513.1 |
| Chinese | #14 · 1537.1 | Not in top 20 |
| English | #6 · 1509.7 | #17 · 1490.0 |
| Exclude Ties | #7 · 1518.7 | Not in top 20 |
| Expert | #7 · 1533.9 | #14 · 1526.0 |
| French | #5 · 1516.9 | #14 · 1506.9 |
| German | #6 · 1505.1 | #14 · 1492.9 |
| Hard Prompts English | #5 · 1528.3 | #9 · 1516.9 |
| Industry Business And Management And Financial Operations | #2 · 1507.8 | #11 · 1488.9 |
| Industry Entertainment And Sports And Media | #6 · 1480.3 | #16 · 1460.1 |
| Industry Legal And Government | #4 · 1510.5 | #12 · 1497.6 |
| Industry Life And Physical And Social Science | #4 · 1525.3 | #16 · 1504.1 |
| Industry Mathematical | #9 · 1514.9 | #14 · 1506.5 |
| Industry Medicine And Healthcare | #4 · 1517.2 | #18 · 1500.2 |
| Industry Software And It Services | #2 · 1540.3 | #14 · 1523.0 |
| Industry Writing And Literature And Language | #6 · 1496.9 | #14 · 1475.4 |
| Japanese | #12 · 1489.8 | Not in top 20 |
| Korean | #8 · 1469.9 | Not in top 20 |
| Multi Turn | #5 · 1515.9 | #10 · 1497.0 |
| Non English | #6 · 1489.6 | Not in top 20 |
| Polish | #8 · 1501.4 | #14 · 1485.4 |
| Russian | #9 · 1505.1 | #15 · 1495.0 |
| Spanish | #3 · 1498.4 | #15 · 1480.5 |
| Vision Style Control Overall | #3 · 1298.7 | #14 · 1285.7 |
| Vision Style Control · Chinese | #9 · 1346.6 | #15 · 1334.0 |
| Vision Style Control · Creative Writing Vision | #4 · 1302.2 | #10 · 1289.1 |
| Vision Style Control · Diagram | #3 · 1333.0 | #14 · 1318.9 |
| Vision Style Control · English | #2 · 1302.2 | #10 · 1281.4 |
| Vision Style Control · Entity Recognition | #6 · 1242.4 | Not in top 20 |
| Vision Style Control · Homework | #9 · 1330.9 | #8 · 1331.8 |
| Vision Style Control · Humor | #7 · 1290.3 | #13 · 1269.8 |
| Vision Style Control · Ocr | #3 · 1314.0 | #15 · 1298.9 |
| Search Overall | #7 · 1230.1 | #14 · 1204.1 |
| Document Overall | #5 · 1495.0 | #9 · 1474.8 |
| Document Style Control Overall | #3 · 1494.2 | #7 · 1485.9 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
- Claude 4.7 Opus
- Claude Opus 4.8
| Leaderboard | Claude 4.7 Opus | Claude Opus 4.8 |
|---|---|---|
| EQ-Bench 4 | #6 · 1294 | #8 · 1267 |
| Creative Writing v3 | #15 · 1915 | Not in top 20 |
| Longform Writing | #10 · 81.8 | #15 · 80.8 |
| EQ-Bench 3 | #3 · 1914 | #2 · 2058 |
Ranks among Noumen catalog models on EQ-Bench leaderboards. Only top-20 placements are listed.EQ-Bench
- Claude 4.7 Opus
- Claude Opus 4.8
| Leaderboard | Claude 4.7 Opus | Claude Opus 4.8 |
|---|---|---|
| FrontierCode Main | Not in top 20 | #13 · 46.5% |
| FrontierCode Extended | Not in top 20 | #12 · 59.6% |
Ranks among Noumen catalog models on FrontierCode leaderboards. Only top-20 placements are listed.FrontierCode
- Claude 4.7 Opus
- Claude Opus 4.8
| Leaderboard | Claude 4.7 Opus | Claude Opus 4.8 |
|---|---|---|
| Epoch Capabilities Index | Not in top 20 | #16 · 159.0 |
Ranks among Noumen catalog models on Epoch AI leaderboards. Only top-20 placements are listed.Epoch AI
- Claude 4.7 Opus
- Claude Opus 4.8
| Leaderboard | Claude 4.7 Opus | Claude Opus 4.8 |
|---|---|---|
| ARC-AGI-2 | Not in top 20 | #19 · 72.1% |
| ARC-AGI-3 (Default harness) | Not in top 20 | #10 · 1.5% |
Ranks among Noumen catalog models on ARC Prize leaderboards. Only top-20 placements are listed.ARC Prize
- Claude 4.7 Opus
- Claude Opus 4.8
| Leaderboard | Claude 4.7 Opus | Claude Opus 4.8 |
|---|---|---|
| ASCII Art | Not in top 20 | #10 · 1276 |
| Agentic Game Dev | Not in top 20 | #5 · 1201 |
| Web Apps | Not in top 20 | #13 · 1233 |
| Full Stack | Not in top 20 | #8 · 1249 |
| Native Apps | Not in top 20 | #6 · 1236 |
| Mobile Apps | Not in top 20 | #11 · 1221 |
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
- 80.1 tok/s
- Faster than 53% of 256 models
- Time to first token
- 1.2 s
- Quicker than 94% of 256 models
- Prompt cache hits
- 25.5%
- About $3.85 per 1M input tokens with caching
- Request success (24h)
- 99.5%
- 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-4.7",
"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-4.7",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)Anthropic
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