Anthropic · Frontier
Claude 4.6 Opus Thinking
Claude Opus 4.6 with adaptive thinking enabled (default effort: high).
- 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)
- 1.4K tokens
- Longer than 83% of 465 models
Side by side
Claude 4.6 Opus Thinking compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| Claude 4.6 Opus ThinkingAnthropicThis model | Claude 4.7 OpusAnthropicRemove | |
|---|---|---|
| Provider | Anthropic | Anthropic |
| Discovery tier | Frontier | Frontier |
| Added | Feb 5, 2026 | Apr 16, 2026 |
| Limits | ||
| Context window | 1M | 1M |
| Max output | 128K | 128K |
| Average output | 1.4K tokens | 742 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $5.00 | $5.00 |
| Output | $25.00 | $25.00 |
| Cache read | $0.50 | $0.50 |
| Performance | ||
| Throughput | 77.0 tok/sBest | 76.9 tok/s |
| Time to first token | 1.9 sBest | 1.9 s |
| Request success (24h) | 100.0%Best | 99.5% |
| Benchmark indexes | ||
| Intelligence Index | 31.9Best | 30.9 |
| 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 4.6 Opus Thinking
- Claude 4.7 Opus
Intelligence Index
- Claude 4.6 Opus Thinking31.9
- Claude 4.7 Opus30.9
Claude 4.6 Opus Thinking tested at max reasoning effort
Claude 4.6 Opus Thinking: Better than 74% of 326 scored models
Agentic work
AA-Briefcasev1.1
Agentic knowledge work, rated head to head
- Claude 4.6 Opus Thinking: —
- Claude 4.7 Opus: 1,067 Elo
Document reasoning
AA-LCRv1.1
Reasoning across long documents
- Claude 4.6 Opus Thinking: 78.0%Top
- Claude 4.7 Opus: 75.7%
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- Claude 4.6 Opus Thinking: 39.9%Top
- Claude 4.7 Opus: 33.3%
GPQA Diamond
Graduate-level science questions
- Claude 4.6 Opus Thinking: 89.6%Top
- Claude 4.7 Opus: 88.5%
IFBench
Following precise output instructions
- Claude 4.6 Opus Thinking: 53.1%Top
- Claude 4.7 Opus: 43.6%
Legacy evaluations
Terminal-Bench Hard
Earlier terminal task suite
- Claude 4.6 Opus Thinking: 46.2%
- Claude 4.7 Opus: 54.5%Top
τ²-Bench Telecom
Tool use in a customer-support simulation
- Claude 4.6 Opus Thinking: 92.1%Top
- Claude 4.7 Opus: 74.0%
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- Claude 4.6 Opus Thinking: 78.0%Top
- Claude 4.7 Opus: 75.7%
Scores from Artificial Analysis, updated Oct 26, 2026. Claude 4.6 Opus Thinking was tested at max reasoning effort; compare scores measured at the same effort.Artificial Analysis
- Claude 4.6 Opus Thinking
- Claude 4.7 Opus
| Leaderboard | Claude 4.6 Opus Thinking | Claude 4.7 Opus |
|---|---|---|
| ASCII Art | #15 · 1252 | Not in top 20 |
Ranks among Noumen catalog models on Design Arena leaderboards. Only top-20 placements are listed.Design Arena
- Claude 4.6 Opus Thinking
- Claude 4.7 Opus
| Leaderboard | Claude 4.6 Opus Thinking | Claude 4.7 Opus |
|---|---|---|
| Combined | Not in top 20 | #14 · 13.2% |
Ranks among Noumen catalog models on Combined leaderboards. Only top-20 placements are listed.
- Claude 4.6 Opus Thinking
- Claude 4.7 Opus
| Leaderboard | Claude 4.6 Opus Thinking | Claude 4.7 Opus |
|---|---|---|
| Roleplay | Not in top 20 | #6 · 46.5% |
| Creative writing | Not in top 20 | #10 · 35.5% |
| Coding | Not in top 20 | #5 · 30.9% |
| Math | Not in top 20 | #12 · 10.8% |
Ranks among Noumen catalog models on Use cases leaderboards. Only top-20 placements are listed.
- Claude 4.6 Opus Thinking
- Claude 4.7 Opus
| Leaderboard | Claude 4.6 Opus Thinking | Claude 4.7 Opus |
|---|---|---|
| Overall | Not in top 20 | #7 · 1501.1 |
| Coding | Not in top 20 | #3 · 1550.5 |
| Math | Not in top 20 | #12 · 1503.7 |
| Longer Query | Not in top 20 | #5 · 1514.9 |
| Creative Writing | Not in top 20 | #7 · 1489.1 |
| Instruction Following | Not in top 20 | #5 · 1502.0 |
| Hard Prompts | Not in top 20 | #5 · 1525.2 |
| Chinese | Not in top 20 | #14 · 1537.1 |
| English | Not in top 20 | #6 · 1509.7 |
| Exclude Ties | Not in top 20 | #7 · 1518.7 |
| Expert | Not in top 20 | #7 · 1533.9 |
| French | Not in top 20 | #5 · 1516.9 |
| German | Not in top 20 | #6 · 1505.1 |
| Hard Prompts English | Not in top 20 | #5 · 1528.3 |
| Industry Business And Management And Financial Operations | Not in top 20 | #2 · 1507.8 |
| Industry Entertainment And Sports And Media | Not in top 20 | #6 · 1480.3 |
| Industry Legal And Government | Not in top 20 | #4 · 1510.5 |
| Industry Life And Physical And Social Science | Not in top 20 | #4 · 1525.3 |
| Industry Mathematical | Not in top 20 | #9 · 1514.9 |
| Industry Medicine And Healthcare | Not in top 20 | #4 · 1517.2 |
| Industry Software And It Services | Not in top 20 | #2 · 1540.3 |
| Industry Writing And Literature And Language | Not in top 20 | #6 · 1496.9 |
| Japanese | Not in top 20 | #12 · 1489.8 |
| Korean | Not in top 20 | #8 · 1469.9 |
| Multi Turn | Not in top 20 | #5 · 1515.9 |
| Non English | Not in top 20 | #6 · 1489.6 |
| Polish | Not in top 20 | #8 · 1501.4 |
| Russian | Not in top 20 | #9 · 1505.1 |
| Spanish | Not in top 20 | #3 · 1498.4 |
| Vision Style Control Overall | Not in top 20 | #3 · 1298.7 |
| Vision Style Control · Chinese | Not in top 20 | #9 · 1346.6 |
| Vision Style Control · Creative Writing Vision | Not in top 20 | #4 · 1302.2 |
| Vision Style Control · Diagram | Not in top 20 | #3 · 1333.0 |
| Vision Style Control · English | Not in top 20 | #2 · 1302.2 |
| Vision Style Control · Entity Recognition | Not in top 20 | #6 · 1242.4 |
| Vision Style Control · Homework | Not in top 20 | #9 · 1330.9 |
| Vision Style Control · Humor | Not in top 20 | #7 · 1290.3 |
| Vision Style Control · Ocr | Not in top 20 | #3 · 1314.0 |
| Search Overall | Not in top 20 | #7 · 1230.1 |
| Document Overall | Not in top 20 | #5 · 1495.0 |
| Document Style Control Overall | Not in top 20 | #3 · 1494.2 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
- Claude 4.6 Opus Thinking
- Claude 4.7 Opus
| Leaderboard | Claude 4.6 Opus Thinking | Claude 4.7 Opus |
|---|---|---|
| EQ-Bench 4 | Not in top 20 | #6 · 1294 |
| Creative Writing v3 | Not in top 20 | #15 · 1915 |
| Longform Writing | Not in top 20 | #10 · 81.8 |
| EQ-Bench 3 | Not in top 20 | #3 · 1914 |
Ranks among Noumen catalog models on EQ-Bench leaderboards. Only top-20 placements are listed.EQ-Bench
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
- 77.0 tok/s
- Faster than 50% of 250 models
- Time to first token
- 1.9 s
- Quicker than 79% of 250 models
- Prompt cache hits
- 45.7%
- About $2.95 per 1M input tokens with caching
- Request success (24h)
- 100.0%
- 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-4.6:thinking",
"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-4.6:thinking",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)Anthropic
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