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Claude Fable 5.2 vs GPT-6 Astra

Claude Fable 5.2 and GPT-6 Astra are closely matched at 61.1 and 56.6 on the LLM Stats Score. Claude Fable 5.2 is 1.3x cheaper per token.

Anthropic · OpenAI · Updated for 2026

Which is better?

Claude Fable 5.2 and GPT-6 Astra are closely matched on the overall LLM Stats Score at 61.1 and 56.6.

In the 6 individual benchmarks reported for both models, Claude Fable 5.2 wins 5; this is a narrower head-to-head signal than the composite indexes.

On price, Claude Fable 5.2 is roughly 1.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

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 5.2

  • you value its reported benchmark strengths — it wins 5 of 6 exact shared results
  • cost matters — it's about 1.3x cheaper per token
  • you want the most recent training data — it shipped Nov 2026

Choose GPT-6 Astra

  • you process long inputs — it offers a 1,050,000 token context window

At a glance

The differences that matter most.

Core performance indexes
61.1
#1
56.6
#6
60.3
#1
55.4
#4
49.9
#1
44.1
#6
46.5
#1
42.5
#5
Cost, coverage & limits
Benchmark wins
5 of 6
1 of 6
Input price
$8.00 / M
$10.00 / M
Output price
$40.00 / M
$50.00 / M
Context window
1,000,000
1,050,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

4 shared
Index
Claude Fable 5.2
GPT-6 Astra
46.8#2
32.7#61
47.2#1
40.7#4
37.3#2
34.9#4
42.6#1
38.0#4
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

29 reported for Claude Fable 5.2 · 23 for GPT-6 Astra

6 shared

Claude Fable 5.2 outperforms in 5 benchmarks (AutomationBench, DeepSWE 1.1, HealthBench Professional, Terminal-Bench 4.0, Terminal-Bench-Science 0.1), while GPT-6 Astra is better at 1 benchmark (ARC-AGI-3).

Claude Fable 5.2 significantly outperforms across most benchmarks.

Thu Nov 12 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Claude Fable 5.2 costs less

For input processing, Claude Fable 5.2 ($8.00/1M tokens) is 1.3x cheaper than GPT-6 Astra ($10.00/1M tokens).

For output processing, Claude Fable 5.2 ($40.00/1M tokens) is 1.3x cheaper than GPT-6 Astra ($50.00/1M tokens).

In conclusion, GPT-6 Astra is more expensive than Claude Fable 5.2.*

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

Lowest available price from all providers
Thu Nov 12 2026 • llm-stats.com
Anthropic
Claude Fable 5.2
Input tokens$8.00
Output tokens$40.00
Best providerAnthropic
OpenAI
GPT-6 Astra
Input tokens$10.00
Output tokens$50.00
Best providerOpenAI
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-6 Astra accepts 1,050,000 input tokens compared to Claude Fable 5.2's 1,000,000 tokens. Both models can generate responses up to 128,000 tokens.

Anthropic
Claude Fable 5.2
Input1,000,000 tokens
Output128,000 tokens
OpenAI
GPT-6 Astra
Input1,050,000 tokens
Output128,000 tokens
Thu Nov 12 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Fable 5.2 and GPT-6 Astra support multimodal inputs.

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

Claude Fable 5.2

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 5.2

Proprietary

Closed source

GPT-6 Astra

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Fable 5.2 was released on 2026-11-09, while GPT-6 Astra was released on 2026-09-04.

Claude Fable 5.2 is 2 months newer than GPT-6 Astra.

Claude Fable 5.2

Nov 9, 2026

3 days ago

2mo newer
GPT-6 Astra

Sep 4, 2026

2 months ago

Knowledge Cutoff

When training data ends

Claude Fable 5.2 has a knowledge cutoff of 2026-06-01, while GPT-6 Astra has a cutoff of 2026-04-30.

Claude Fable 5.2 has more recent training data (up to 2026-06-01), making it potentially better informed about events through that date compared to GPT-6 Astra (2026-04-30).

Claude Fable 5.2

Jun 2026

2 mo newer
GPT-6 Astra

Apr 2026

Provider Availability

Claude Fable 5.2 is available from Anthropic. GPT-6 Astra is available from OpenAI.

Claude Fable 5.2

anthropic logo
Anthropic
Input Price:Input: $8.00/1MOutput Price:Output: $40.00/1M

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?

Judge for yourself.

Run your own prompts against Claude Fable 5.2 and GPT-6 Astra side-by-side, then vote on the output you prefer.

Claude Fable 5.2
✓ Preferred
GPT-6 Astra
Open in Playground

FAQ

Common questions about Claude Fable 5.2 vs GPT-6 Astra.

Which is better, Claude Fable 5.2 or GPT-6 Astra?

Claude Fable 5.2 and GPT-6 Astra are closely matched on the LLM Stats Score at 61.1 and 56.6. Claude Fable 5.2 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 5.2 compare to GPT-6 Astra in benchmarks?

Claude Fable 5.2 scores SWE-bench Multilingual: 96.6%, Global-MMLU: 96.0%, MILU: 94.1%, SWE-Bench Pro: 93.0%, Chartography: 91.6%. 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 5.2 cheaper than GPT-6 Astra?

Claude Fable 5.2 is 1.3x cheaper for input tokens. Claude Fable 5.2 costs $8.00/M input and $40.00/M output via anthropic. GPT-6 Astra costs $10.00/M input and $50.00/M output via openai.

What are the context window sizes for Claude Fable 5.2 and GPT-6 Astra?

Claude Fable 5.2 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 5.2 and GPT-6 Astra?

Key differences include LLM Stats Score (61.1 vs 56.6), context window (1.0M vs 1.1M), input pricing ($8.00 vs $10.00/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Fable 5.2 and GPT-6 Astra?

Claude Fable 5.2 is developed by Anthropic and GPT-6 Astra is developed by OpenAI.