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GPT-6 Cyber vs LongCat-Flash-Thinking

GPT-6 Cyber leads the LLM Stats Score 41.0 to 27.9. LongCat-Flash-Thinking is 76.2x cheaper per token.

OpenAI · Meituan · Updated for 2026

Which is better?

GPT-6 Cyber leads the overall LLM Stats Score 41.0 to 27.9, ranking #79 overall.

On price, LongCat-Flash-Thinking is roughly 76.2x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-6 Cyber 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 GPT-6 Cyber

  • overall performance matters — it scores 41.0 and ranks #79 on LLM Stats
  • your work emphasizes coding and agents — it leads those capability indexes
  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Nov 2026

Choose LongCat-Flash-Thinking

  • cost matters — it's about 76.2x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
41.0
#79
27.9
#172
33.5
#46
13.7
#169
31.2
#47
12.6
#132
Cost, coverage & limits
Benchmark wins
—
—
Input price
$20.00 / M
$0.30 / M
Output price
$100.00 / M
$1.20 / M
Context window
1,050,000
128,000

Individual benchmarks

1 reported for GPT-6 Cyber · 14 for LongCat-Flash-Thinking

No common benchmarks found

GPT-6 Cyber 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, GPT-6 Cyber ($20.00/1M tokens) is 66.7x more expensive than LongCat-Flash-Thinking ($0.30/1M tokens).

For output processing, GPT-6 Cyber ($100.00/1M tokens) is 83.3x more expensive than LongCat-Flash-Thinking ($1.20/1M tokens).

In conclusion, GPT-6 Cyber is more expensive than LongCat-Flash-Thinking.*

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

Lowest available price from all providers
Wed Nov 11 2026 • llm-stats.com
OpenAI
GPT-6 Cyber
Input tokens$20.00
Output tokens$100.00
Best providerOpenAI
Meituan
LongCat-Flash-Thinking
Input tokens$0.30
Output tokens$1.20
Best providerMeituan
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-6 Cyber accepts 1,050,000 input tokens compared to LongCat-Flash-Thinking's 128,000 tokens. Both models can generate responses up to 128,000 tokens.

OpenAI
GPT-6 Cyber
Input1,050,000 tokens
Output128,000 tokens
Meituan
LongCat-Flash-Thinking
Input128,000 tokens
Output128,000 tokens
Wed Nov 11 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-6 Cyber supports multimodal inputs, whereas LongCat-Flash-Thinking does not.

GPT-6 Cyber can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-6 Cyber

Text
Images
Audio
Video

LongCat-Flash-Thinking

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-6 Cyber 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.

GPT-6 Cyber

Proprietary

Closed source

LongCat-Flash-Thinking

MIT

Open weights

Release Timeline

When each model was launched

GPT-6 Cyber was released on 2026-11-05, while LongCat-Flash-Thinking was released on 2025-09-22.

GPT-6 Cyber is 14 months newer than LongCat-Flash-Thinking.

GPT-6 Cyber

Nov 5, 2026

4 days ago

1.1yr newer
LongCat-Flash-Thinking

Sep 22, 2025

1.1 years 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

GPT-6 Cyber is available from OpenAI. LongCat-Flash-Thinking is available from Meituan.

GPT-6 Cyber

openai logo
OpenAI
Input Price:Input: $20.00/1MOutput Price:Output: $100.00/1M

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?

Judge for yourself.

Run your own prompts against GPT-6 Cyber and LongCat-Flash-Thinking side-by-side, then vote on the output you prefer.

GPT-6 Cyber
✓ Preferred
LongCat-Flash-Thinking
Open in Playground

FAQ

Common questions about GPT-6 Cyber vs LongCat-Flash-Thinking.

Which is better, GPT-6 Cyber or LongCat-Flash-Thinking?

GPT-6 Cyber leads the LLM Stats Score 41.0 to 27.9. GPT-6 Cyber is made by OpenAI 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 GPT-6 Cyber compare to LongCat-Flash-Thinking in benchmarks?

GPT-6 Cyber scores ExploitGym: 48.5%. LongCat-Flash-Thinking scores MATH-500: 99.2%, ZebraLogic: 95.5%, AIME 2024: 93.3%, AIME 2025: 90.6%, MMLU-Redux: 89.3%.

Is GPT-6 Cyber cheaper than LongCat-Flash-Thinking?

LongCat-Flash-Thinking is 66.7x cheaper for input tokens. GPT-6 Cyber costs $20.00/M input and $100.00/M output via openai. LongCat-Flash-Thinking costs $0.30/M input and $1.20/M output via meituan.

What are the context window sizes for GPT-6 Cyber and LongCat-Flash-Thinking?

GPT-6 Cyber supports 1.1M 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 GPT-6 Cyber and LongCat-Flash-Thinking?

Key differences include LLM Stats Score (41.0 vs 27.9), context window (1.1M vs 128K), input pricing ($20.00 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 GPT-6 Cyber and LongCat-Flash-Thinking?

GPT-6 Cyber is developed by OpenAI and LongCat-Flash-Thinking is developed by Meituan.