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Claude Fable 5.1 vs GPT-5.4 nano

Claude Fable 5.1 leads the LLM Stats Score 54.5 to 26.6. GPT-5.4 nano is 43.2x cheaper per token.

Anthropic · OpenAI · Updated for 2026

Which is better?

Claude Fable 5.1 leads the overall LLM Stats Score 54.5 to 26.6, ranking #4 overall.

In the 1 individual benchmarks reported for both models, Claude Fable 5.1 wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, GPT-5.4 nano is roughly 43.2x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Claude Fable 5.1 also accepts a larger context window (1,000,000 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

  • overall performance matters — it scores 54.5 and ranks #4 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you process long inputs — it offers a 1,000,000 token context window
  • you want the most recent training data — it shipped Sep 2026

Choose GPT-5.4 nano

  • cost matters — it's about 43.2x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
54.5
#4
26.6
#156
51.8
#6
27.4
#142
35.3
#29
15.7
#134
39.8
#5
10.8
#118
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$10.00 / M
$0.20 / M
Output price
$50.00 / M
$1.25 / M
Context window
1,000,000
400,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Claude Fable 5.1
GPT-5.4 nano
40.2#3
9.5#130
26.9#24
10.6#127
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

7 reported for Claude Fable 5.1 · 15 for GPT-5.4 nano

1 shared

Claude Fable 5.1 outperforms in 1 benchmarks (Humanity's Last Exam), while GPT-5.4 nano is better at 0 benchmarks.

Claude Fable 5.1 significantly outperforms across most benchmarks.

Wed Sep 23 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-5.4 nano costs less

For input processing, Claude Fable 5.1 ($10.00/1M tokens) is 50.0x more expensive than GPT-5.4 nano ($0.20/1M tokens).

For output processing, Claude Fable 5.1 ($50.00/1M tokens) is 40.0x more expensive than GPT-5.4 nano ($1.25/1M tokens).

In conclusion, Claude Fable 5.1 is more expensive than GPT-5.4 nano.*

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

Lowest available price from all providers
Wed Sep 23 2026 • llm-stats.com
Anthropic
Claude Fable 5.1
Input tokens$10.00
Output tokens$50.00
Best providerAnthropic
OpenAI
GPT-5.4 nano
Input tokens$0.20
Output tokens$1.25
Best providerOpenAI
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Claude Fable 5.1 accepts 1,000,000 input tokens compared to GPT-5.4 nano's 400,000 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-5.4 nano
Input400,000 tokens
Output128,000 tokens
Wed Sep 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Fable 5.1 and GPT-5.4 nano 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-5.4 nano

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-5.4 nano

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Fable 5.1 was released on 2026-09-01, while GPT-5.4 nano was released on 2026-03-17.

Claude Fable 5.1 is 6 months newer than GPT-5.4 nano.

Claude Fable 5.1

Sep 1, 2026

3 weeks ago

5mo newer
GPT-5.4 nano

Mar 17, 2026

6 months ago

Knowledge Cutoff

When training data ends

GPT-5.4 nano has a documented knowledge cutoff of 2025-08-31, while Claude Fable 5.1's cutoff date is not specified.

We can confirm GPT-5.4 nano's training data extends to 2025-08-31, but cannot make a direct comparison without Claude Fable 5.1's cutoff date.

Claude Fable 5.1

GPT-5.4 nano

Aug 2025

Provider Availability

Claude Fable 5.1 is available from Anthropic. GPT-5.4 nano is available from OpenAI.

Claude Fable 5.1

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

GPT-5.4 nano

openai logo
OpenAI
Input Price:Input: $0.20/1MOutput Price:Output: $1.25/1M
* 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-5.4 nano side-by-side, then vote on the output you prefer.

Claude Fable 5.1
✓ Preferred
GPT-5.4 nano
Open in Playground

FAQ

Common questions about Claude Fable 5.1 vs GPT-5.4 nano.

Which is better, Claude Fable 5.1 or GPT-5.4 nano?

Claude Fable 5.1 leads the LLM Stats Score 54.5 to 26.6. Claude Fable 5.1 is made by Anthropic and GPT-5.4 nano 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-5.4 nano 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-5.4 nano scores Tau2 Telecom: 92.5%, GPQA: 82.8%, OmniDocBench 1.5: 75.8%, Graphwalks BFS <128k: 73.4%, LiveBench: 70.1%.

Is Claude Fable 5.1 cheaper than GPT-5.4 nano?

GPT-5.4 nano is 50.0x cheaper for input tokens. Claude Fable 5.1 costs $10.00/M input and $50.00/M output via anthropic. GPT-5.4 nano costs $0.20/M input and $1.25/M output via openai.

What are the context window sizes for Claude Fable 5.1 and GPT-5.4 nano?

Claude Fable 5.1 supports 1.0M tokens and GPT-5.4 nano supports 400K 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-5.4 nano?

Key differences include LLM Stats Score (54.5 vs 26.6), context window (1.0M vs 400K), input pricing ($10.00 vs $0.20/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Fable 5.1 and GPT-5.4 nano?

Claude Fable 5.1 is developed by Anthropic and GPT-5.4 nano is developed by OpenAI.