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Claude Fable 5.1 vs LongCat-Flash-Thinking

Claude Fable 5.1 leads the LLM Stats Score 56.8 to 28.8. LongCat-Flash-Thinking is 38.1x cheaper per token.

Anthropic · Meituan · Updated for 2026

Which is better?

Claude Fable 5.1 leads the overall LLM Stats Score 56.8 to 28.8, ranking #2 overall.

On price, LongCat-Flash-Thinking is roughly 38.1x 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 56.8 and ranks #2 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • 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 LongCat-Flash-Thinking

  • cost matters — it's about 38.1x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Claude Fable 5.1
Anthropic
LongCat-Flash-Thinking
Meituan
Core performance indexes
LLM Stats Score
56.8
#2
28.8
#124
Reasoning
53.9
#5
28.9
#116
Coding
36.0
#22
14.3
#127
Agents
41.9
#2
12.9
#91
Cost, coverage & limits
Benchmark wins
—
—
Input price
$10.00 / M
$0.30 / M
Output price
$50.00 / M
$1.20 / M
Context window
1,000,000
128,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude Fable 5.1
LongCat-Flash-Thinking
Tool use
30.7#12
16.6#80
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

7 reported for Claude Fable 5.1 · 14 for LongCat-Flash-Thinking

No common benchmarks found

Claude Fable 5.1 and LongCat-Flash-Thinkingdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

LongCat-Flash-Thinking costs less

For input processing, Claude Fable 5.1 ($10.00/1M tokens) is 33.3x more expensive than LongCat-Flash-Thinking ($0.30/1M tokens).

For output processing, Claude Fable 5.1 ($50.00/1M tokens) is 41.7x more expensive than LongCat-Flash-Thinking ($1.20/1M tokens).

In conclusion, Claude Fable 5.1 is more expensive than LongCat-Flash-Thinking.*

* 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
Meituan
LongCat-Flash-Thinking
Input tokens$0.30
Output tokens$1.20
Best providerMeituan
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 LongCat-Flash-Thinking's 128,000 tokens. Both models can generate responses up to 128,000 tokens.

Anthropic
Claude Fable 5.1
Input1,000,000 tokens
Output128,000 tokens
Meituan
LongCat-Flash-Thinking
Input128,000 tokens
Output128,000 tokens
Fri Sep 04 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Claude Fable 5.1 supports multimodal inputs, whereas LongCat-Flash-Thinking does not.

Claude Fable 5.1 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Claude Fable 5.1

Text
Images
Audio
Video

LongCat-Flash-Thinking

Text
Images
Audio
Video

License

Usage and distribution terms

Claude Fable 5.1 is licensed under a proprietary license, while LongCat-Flash-Thinking uses MIT.

License differences may affect how you can use these models in commercial or open-source projects.

Claude Fable 5.1

Proprietary

Closed source

LongCat-Flash-Thinking

MIT

Open weights

Release Timeline

When each model was launched

Claude Fable 5.1 was released on 2026-09-01, while LongCat-Flash-Thinking was released on 2025-09-22.

Claude Fable 5.1 is 11 months newer than LongCat-Flash-Thinking.

Claude Fable 5.1

Sep 1, 2026

3 days ago

11mo newer
LongCat-Flash-Thinking

Sep 22, 2025

11 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Claude Fable 5.1 is available from Anthropic. LongCat-Flash-Thinking is available from Meituan.

Claude Fable 5.1

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

LongCat-Flash-Thinking

meituan logo
Meituan
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
* 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 LongCat-Flash-Thinking side-by-side, then vote on the output you prefer.

Claude Fable 5.1
✓ Preferred
LongCat-Flash-Thinking
Open in Playground

FAQ

Common questions about Claude Fable 5.1 vs LongCat-Flash-Thinking.

Which is better, Claude Fable 5.1 or LongCat-Flash-Thinking?

Claude Fable 5.1 leads the LLM Stats Score 56.8 to 28.8. Claude Fable 5.1 is made by Anthropic and LongCat-Flash-Thinking is made by Meituan. 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 LongCat-Flash-Thinking 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%. LongCat-Flash-Thinking scores MATH-500: 99.2%, ZebraLogic: 95.5%, AIME 2024: 93.3%, AIME 2025: 90.6%, MMLU-Redux: 89.3%.

Is Claude Fable 5.1 cheaper than LongCat-Flash-Thinking?

LongCat-Flash-Thinking is 33.3x cheaper for input tokens. Claude Fable 5.1 costs $10.00/M input and $50.00/M output via anthropic. LongCat-Flash-Thinking costs $0.30/M input and $1.20/M output via meituan.

What are the context window sizes for Claude Fable 5.1 and LongCat-Flash-Thinking?

Claude Fable 5.1 supports 1.0M tokens and LongCat-Flash-Thinking supports 128K 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 LongCat-Flash-Thinking?

Key differences include LLM Stats Score (56.8 vs 28.8), context window (1.0M vs 128K), input pricing ($10.00 vs $0.30/M), multimodal support (yes vs no), licensing (Proprietary vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Fable 5.1 and LongCat-Flash-Thinking?

Claude Fable 5.1 is developed by Anthropic and LongCat-Flash-Thinking is developed by Meituan.

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