The AI arena is free today

Open Superagent

Claude Fable 5.1 vs GPT-6 Astra

Claude Fable 5.1 and GPT-6 Astra are closely matched at 56.8 and 60.7 on the LLM Stats Score. Claude Fable 5.1 and GPT-6 Astra cost the same.

Anthropic · OpenAI · Updated for 2026

Which is better?

Claude Fable 5.1 and GPT-6 Astra are closely matched on the overall LLM Stats Score at 56.8 and 60.7.

In the 4 individual benchmarks reported for both models, GPT-6 Astra wins 3; this is a narrower head-to-head signal than the composite indexes.

GPT-6 Astra also accepts a larger context window (1,050,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Claude Fable 5.1

  • you want predictable pricing at $10.00/M input and $50.00/M output

Choose GPT-6 Astra

  • you value its reported benchmark strengths — it wins 3 of 4 exact shared results
  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Core performance indexes
56.8
#2
60.7
#1
53.9
#5
58.7
#1
36.0
#23
49.0
#1
41.9
#2
46.4
#1
Cost, coverage & limits
Benchmark wins
1 of 4
3 of 4
Input price
$10.00 / M
$10.00 / M
Output price
$50.00 / M
$50.00 / M
Context window
1,000,000
1,050,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Claude Fable 5.1
GPT-6 Astra
41.5#2
41.5#1
30.7#12
36.6#1
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

7 reported for Claude Fable 5.1 · 22 for GPT-6 Astra

4 shared

Claude Fable 5.1 outperforms in 1 benchmarks (OSWorld 2.0), while GPT-6 Astra is better at 3 benchmarks (AutomationBench, Terminal-Bench 4.0, Terminal-Bench-Science 0.1).

GPT-6 Astra shows notably better performance in the majority of benchmarks.

Fri Sep 04 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

For input processing, Claude Fable 5.1 ($10.00/1M tokens) costs the same as GPT-6 Astra ($10.00/1M tokens).

For output processing, Claude Fable 5.1 ($50.00/1M tokens) costs the same as GPT-6 Astra ($50.00/1M tokens).

In conclusion, Claude Fable 5.1 and GPT-6 Astra cost the same.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Fri Sep 04 2026 • llm-stats.com
Anthropic
Claude Fable 5.1
Input tokens$10.00
Output tokens$50.00
Best providerAnthropic
OpenAI
GPT-6 Astra
Input tokens$10.00
Output tokens$50.00
Best providerOpenAI
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-6 Astra accepts 1,050,000 input tokens compared to Claude Fable 5.1's 1,000,000 tokens. Both models can generate responses up to 128,000 tokens.

Anthropic
Claude Fable 5.1
Input1,000,000 tokens
Output128,000 tokens
OpenAI
GPT-6 Astra
Input1,050,000 tokens
Output128,000 tokens
Fri Sep 04 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Fable 5.1 and GPT-6 Astra support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Claude Fable 5.1

Text
Images
Audio
Video

GPT-6 Astra

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Claude Fable 5.1

Proprietary

Closed source

GPT-6 Astra

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Fable 5.1 was released on 2026-09-01, while GPT-6 Astra was released on 2026-09-03.

GPT-6 Astra is 0 month newer than Claude Fable 5.1.

Claude Fable 5.1

Sep 1, 2026

2 days ago

GPT-6 Astra

Sep 3, 2026

0 days ago

2d newer

Knowledge Cutoff

When training data ends

GPT-6 Astra has a documented knowledge cutoff of 2026-04-30, while Claude Fable 5.1's cutoff date is not specified.

We can confirm GPT-6 Astra's training data extends to 2026-04-30, but cannot make a direct comparison without Claude Fable 5.1's cutoff date.

Claude Fable 5.1

GPT-6 Astra

Apr 2026

Provider Availability

Claude Fable 5.1 is available from Anthropic. GPT-6 Astra is available from OpenAI.

Claude Fable 5.1

anthropic logo
Anthropic
Input Price:Input: $10.00/1MOutput Price:Output: $50.00/1M

GPT-6 Astra

openai logo
OpenAI
Input Price:Input: $10.00/1MOutput Price:Output: $50.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Claude Fable 5.1 and GPT-6 Astra side-by-side, then vote on the output you prefer.

Claude Fable 5.1
✓ Preferred
GPT-6 Astra
Open in Playground

FAQ

Common questions about Claude Fable 5.1 vs GPT-6 Astra.

Which is better, Claude Fable 5.1 or GPT-6 Astra?

Claude Fable 5.1 and GPT-6 Astra are closely matched on the LLM Stats Score at 56.8 and 60.7. Claude Fable 5.1 is made by Anthropic and GPT-6 Astra is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude Fable 5.1 compare to GPT-6 Astra in benchmarks?

Claude Fable 5.1 scores OSWorld 2.0: 77.9%, CursorBench v3.2: 73.4%, Humanity's Last Exam: 65.0%, GDPval-AA: 61.8%, Terminal-Bench 4.0: 55.8%. GPT-6 Astra scores ExploitBench: 100.0%, ARC-AGI-3: 99.9%, ARC-AGI: 98.5%, FrontierMath Tier 4 (v2): 97.6%, GPQA: 96.0%.

Is Claude Fable 5.1 cheaper than GPT-6 Astra?

Both models cost $10.00 per million input tokens.

What are the context window sizes for Claude Fable 5.1 and GPT-6 Astra?

Claude Fable 5.1 supports 1.0M tokens and GPT-6 Astra supports 1.1M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude Fable 5.1 and GPT-6 Astra?

Key differences include LLM Stats Score (56.8 vs 60.7), context window (1.0M vs 1.1M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Fable 5.1 and GPT-6 Astra?

Claude Fable 5.1 is developed by Anthropic and GPT-6 Astra is developed by OpenAI.