Anthropic · Frontier
Claude Fable 5.1
Claude Fable 5.1 improves on Fable 5 across agentic coding, long-running workflows, front-end and visual code generation, finance, analysis, and knowledge work, with more concise plans and summaries. Anthropic retains prompts and outputs for 30 days; Zero Data Retention is not available.
- 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
- $10.00
- Output
- $50.00
- Cache read
- $0.25
- Cache write
- $12.50
- $20.00 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)
- 2.3K tokens
- Longer than 93% of 465 models
Side by side
Claude Fable 5.1 compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| Claude Fable 5.1AnthropicThis model | Claude Fable LatestAnthropicRemove | |
|---|---|---|
| Provider | Anthropic | Anthropic |
| Discovery tier | Frontier | Frontier |
| Added | Sep 1, 2026 | Jun 9, 2026 |
| Limits | ||
| Context window | 1M | 1M |
| Max output | 128K | 128K |
| Average output | 2.3K tokens | — |
| Pricing, USD per 1M tokens | ||
| Input | $10.00 | $10.00 |
| Output | $50.00 | $50.00 |
| Cache read | $0.25 | $0.25 |
| Cache write | $12.50 | $12.50 |
| Performance | ||
| Throughput | 136.6 tok/sBest | 75.6 tok/s |
| Time to first token | 6.4 sBest | 8.3 s |
| Request success (24h) | 98.9% | 98.9% |
| Benchmark indexes | ||
| Intelligence Index | 53.4 | 53.4 |
| Coding Index | 81.6 | 81.6 |
| 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 Fable 5.1
- Claude Fable Latest
Intelligence Index
- Claude Fable 5.153.4
- Claude Fable Latest53.4
Claude Fable 5.1 tested at max reasoning effort
Claude Fable 5.1: Better than 98% of 326 scored models
Indexes
Coding Index
Composite of the coding evaluations
- Claude Fable 5.1: 81.6Top
- Claude Fable Latest: 81.6Top
Agentic work
AutomationBench-AA
Workflow automation, penalized for guardrail violations
- Claude Fable 5.1: 59.4%Top
- Claude Fable Latest: 59.4%Top
AutomationBench-AA tasks completed
Workflows finished end to end without a guardrail violation
- Claude Fable 5.1: 32.1%Top
- Claude Fable Latest: 32.1%Top
Harvey LAB-AAv1.1
Legal tasks passed in full, with no material hallucination
- Claude Fable 5.1: 6.4%Top
- Claude Fable Latest: 6.4%Top
AA-Briefcasev1.1
Agentic knowledge work, rated head to head
- Claude Fable 5.1: 1,671 EloTop
- Claude Fable Latest: 1,671 EloTop
GDPval-AAv2.1
Economically valuable occupational tasks, rated head to head
- Claude Fable 5.1: 1,755 EloTop
- Claude Fable Latest: 1,755 EloTop
Document reasoning
GDP.pdf
Professional reasoning over PDF documents, all-pass rate
- Claude Fable 5.1: 26.2%Top
- Claude Fable Latest: 26.2%Top
AA-LCRv1.1
Reasoning across long documents
- Claude Fable 5.1: 85.3%Top
- Claude Fable Latest: 85.3%Top
MLCR-AA
Long-context reasoning over medical records
- Claude Fable 5.1: 15.6%Top
- Claude Fable Latest: 15.6%Top
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- Claude Fable 5.1: 59.1%Top
- Claude Fable Latest: 59.1%Top
GPQA Diamond
Graduate-level science questions
- Claude Fable 5.1: 93.7%Top
- Claude Fable Latest: 93.7%Top
Coding
Terminal-Benchv4.0
Practical software engineering in a terminal
- Claude Fable 5.1: 52.0%Top
- Claude Fable Latest: 52.0%Top
SciCode
Scientific computing in Python
- Claude Fable 5.1: 63.1%Top
- Claude Fable Latest: 63.1%Top
Legacy evaluations
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- Claude Fable 5.1: 85.3%Top
- Claude Fable Latest: 85.3%Top
Scores from Artificial Analysis, updated Oct 26, 2026. Claude Fable 5.1 was tested at max reasoning effort; compare scores measured at the same effort.Artificial Analysis
- Claude Fable 5.1
- Claude Fable Latest
| Leaderboard | Claude Fable 5.1 | Claude Fable Latest |
|---|---|---|
| Combined | #4 · 31.2% | Not in top 20 |
Ranks among Noumen catalog models on Combined leaderboards. Only top-20 placements are listed.
- Claude Fable 5.1
- Claude Fable Latest
| Leaderboard | Claude Fable 5.1 | Claude Fable Latest |
|---|---|---|
| Roleplay | #7 · 46.0% | Not in top 20 |
| Creative writing | #2 · 72.4% | Not in top 20 |
| Coding | #1 · 51.9% | Not in top 20 |
| Math | #2 · 46.2% | Not in top 20 |
Ranks among Noumen catalog models on Use cases leaderboards. Only top-20 placements are listed.
- Claude Fable 5.1
- Claude Fable Latest
| Leaderboard | Claude Fable 5.1 | Claude Fable Latest |
|---|---|---|
| Overall | #5 · 1503.2 | Not in top 20 |
| Coding | #11 · 1537.5 | Not in top 20 |
| Math | #2 · 1529.0 | Not in top 20 |
| Longer Query | #6 · 1510.5 | Not in top 20 |
| Creative Writing | #8 · 1486.6 | Not in top 20 |
| Instruction Following | #6 · 1500.5 | Not in top 20 |
| Hard Prompts | #6 · 1522.9 | Not in top 20 |
| Chinese | #3 · 1568.2 | Not in top 20 |
| English | #8 · 1501.8 | Not in top 20 |
| Exclude Ties | #5 · 1522.5 | Not in top 20 |
| Expert | #8 · 1532.5 | Not in top 20 |
| French | #7 · 1514.7 | Not in top 20 |
| German | #17 · 1488.7 | Not in top 20 |
| Hard Prompts English | #7 · 1521.0 | Not in top 20 |
| Industry Business And Management And Financial Operations | #16 · 1485.1 | Not in top 20 |
| Industry Entertainment And Sports And Media | #7 · 1479.3 | Not in top 20 |
| Industry Life And Physical And Social Science | #6 · 1521.9 | Not in top 20 |
| Industry Mathematical | #3 · 1535.1 | Not in top 20 |
| Industry Medicine And Healthcare | #2 · 1526.7 | Not in top 20 |
| Industry Software And It Services | #8 · 1529.6 | Not in top 20 |
| Industry Writing And Literature And Language | #7 · 1495.2 | Not in top 20 |
| Japanese | #1 · 1551.2 | Not in top 20 |
| Korean | #1 · 1498.6 | Not in top 20 |
| Non English | #4 · 1495.7 | Not in top 20 |
| Polish | #1 · 1518.5 | Not in top 20 |
| Russian | #7 · 1507.7 | Not in top 20 |
| Spanish | #2 · 1498.8 | Not in top 20 |
| Vision Style Control Overall | #11 · 1287.6 | Not in top 20 |
| Vision Style Control · Chinese | #7 · 1350.8 | Not in top 20 |
| Vision Style Control · Creative Writing Vision | #9 · 1290.1 | Not in top 20 |
| Vision Style Control · Diagram | #7 · 1323.5 | Not in top 20 |
| Vision Style Control · English | #16 · 1279.3 | Not in top 20 |
| Vision Style Control · Homework | #7 · 1334.4 | Not in top 20 |
| Vision Style Control · Humor | #6 · 1290.9 | Not in top 20 |
| Vision Style Control · Ocr | #10 · 1303.1 | Not in top 20 |
| WebDev Overall | #5 · 1742.5 | Not in top 20 |
| WebDev · Image To Webdev | #4 · 1722.2 | Not in top 20 |
| WebDev · Webdev | #5 · 1742.5 | Not in top 20 |
| WebDev · Webdev-html | #8 · 1682.9 | Not in top 20 |
| WebDev · Webdev-react | #4 · 1790.6 | Not in top 20 |
| Search Overall | #3 · 1245.8 | Not in top 20 |
| Document Overall | #2 · 1512.6 | Not in top 20 |
| Document Style Control Overall | #4 · 1492.8 | Not in top 20 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
- Claude Fable 5.1
- Claude Fable Latest
| Leaderboard | Claude Fable 5.1 | Claude Fable Latest |
|---|---|---|
| FrontierCode Main | #6 · 50.9% | Not in top 20 |
| FrontierCode Extended | #6 · 63.6% | Not in top 20 |
Ranks among Noumen catalog models on FrontierCode leaderboards. Only top-20 placements are listed.FrontierCode
- Claude Fable 5.1
- Claude Fable Latest
| Leaderboard | Claude Fable 5.1 | Claude Fable Latest |
|---|---|---|
| Epoch Capabilities Index | #4 · 166.5 | Not in top 20 |
Ranks among Noumen catalog models on Epoch AI leaderboards. Only top-20 placements are listed.Epoch AI
- Claude Fable 5.1
- Claude Fable Latest
| Leaderboard | Claude Fable 5.1 | Claude Fable Latest |
|---|---|---|
| ARC-AGI-1 | #8 · 97.5% | Not in top 20 |
| ARC-AGI-2 | #7 · 90.0% | Not in top 20 |
Ranks among Noumen catalog models on ARC Prize leaderboards. Only top-20 placements are listed.ARC Prize
- Claude Fable 5.1
- Claude Fable Latest
| Leaderboard | Claude Fable 5.1 | Claude Fable Latest |
|---|---|---|
| Creative Writing v3 | #2 · 2163 | Not in top 20 |
| Longform Writing | #2 · 85.3 | Not in top 20 |
Ranks among Noumen catalog models on EQ-Bench leaderboards. Only top-20 placements are listed.EQ-Bench
- Claude Fable 5.1
- Claude Fable Latest
| Leaderboard | Claude Fable 5.1 | Claude Fable Latest |
|---|---|---|
| Game Development | #7 · 1382 | Not in top 20 |
| Website | #11 · 1312 | Not in top 20 |
| UI Component | #10 · 1333 | Not in top 20 |
| Data Visualization | #4 · 1344 | Not in top 20 |
| SVG | #10 · 1298 | Not in top 20 |
| 3D | #8 · 1390 | Not in top 20 |
| ASCII Art | #4 · 1322 | Not in top 20 |
| Web Apps | #2 · 1318 | Not in top 20 |
| Full Stack | #2 · 1326 | Not in top 20 |
| Mobile Apps | #5 · 1265 | Not in top 20 |
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
- 136.6 tok/s
- Faster than 71% of 250 models
- Time to first token
- 6.4 s
- Quicker than 24% of 250 models
- Prompt cache hits
- 9.8%
- About $9.04 per 1M input tokens with caching
- Request success (24h)
- 98.9%
- 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-fable-5.1",
"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-fable-5.1",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)Anthropic
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