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Gemini 3.8 Flash Cyber vs LongCat-Flash-Lite

Gemini 3.8 Flash Cyber leads the LLM Stats Score 42.4 to 18.9.

Google · Meituan · Updated for 2026

Which is better?

Gemini 3.8 Flash Cyber leads the overall LLM Stats Score 42.4 to 18.9, ranking #46 overall.

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

Choose Gemini 3.8 Flash Cyber

  • overall performance matters — it scores 42.4 and ranks #46 on LLM Stats
  • your work emphasizes coding and agents — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose LongCat-Flash-Lite

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Gemini 3.8 Flash Cyber
Google
LongCat-Flash-Lite
Meituan
Core performance indexes
LLM Stats Score
42.4
#46
18.9
#199
Coding
35.6
#25
7.4
#177
Agents
31.2
#27
4.2
#148
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.10 / M
Output price
— / M
$0.40 / M
Context window
—
256,000

Individual benchmarks

4 reported for Gemini 3.8 Flash Cyber · 13 for LongCat-Flash-Lite

No common benchmarks found

Gemini 3.8 Flash Cyber and LongCat-Flash-Litedon'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

Context Window

Maximum input and output token capacity

Only LongCat-Flash-Lite specifies input context (256,000 tokens). Only LongCat-Flash-Lite specifies output context (128,000 tokens).

Google
Gemini 3.8 Flash Cyber
Input- tokens
Output- tokens
Meituan
LongCat-Flash-Lite
Input256,000 tokens
Output128,000 tokens
Fri Sep 04 2026 • llm-stats.com

License

Usage and distribution terms

Gemini 3.8 Flash Cyber is licensed under a proprietary license, while LongCat-Flash-Lite uses MIT.

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

Gemini 3.8 Flash Cyber

Proprietary

Closed source

LongCat-Flash-Lite

MIT

Open weights

Release Timeline

When each model was launched

Gemini 3.8 Flash Cyber was released on 2026-09-02, while LongCat-Flash-Lite was released on 2026-02-05.

Gemini 3.8 Flash Cyber is 7 months newer than LongCat-Flash-Lite.

Gemini 3.8 Flash Cyber

Sep 2, 2026

2 days ago

6mo newer
LongCat-Flash-Lite

Feb 5, 2026

7 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

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Gemini 3.8 Flash Cyber and LongCat-Flash-Lite side-by-side, then vote on the output you prefer.

Gemini 3.8 Flash Cyber
✓ Preferred
LongCat-Flash-Lite
Open in Playground

FAQ

Common questions about Gemini 3.8 Flash Cyber vs LongCat-Flash-Lite.

Which is better, Gemini 3.8 Flash Cyber or LongCat-Flash-Lite?

Gemini 3.8 Flash Cyber leads the LLM Stats Score 42.4 to 18.9. Gemini 3.8 Flash Cyber is made by Google and LongCat-Flash-Lite is made by Meituan. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Gemini 3.8 Flash Cyber compare to LongCat-Flash-Lite in benchmarks?

Gemini 3.8 Flash Cyber scores Gray Swan IPI Benchmark: 94.0%, CyberGym: 86.2%, Google Real-world Vulnerability Discovery: 71.0%, CWE-Bench: 47.2%. LongCat-Flash-Lite scores MATH-500: 96.8%, MMLU: 85.5%, CMMLU: 82.5%, MMLU-Pro: 78.3%, Tau2 Retail: 73.1%.

What are the context window sizes for Gemini 3.8 Flash Cyber and LongCat-Flash-Lite?

Gemini 3.8 Flash Cyber supports an unknown number of tokens and LongCat-Flash-Lite supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 3.8 Flash Cyber and LongCat-Flash-Lite?

Key differences include LLM Stats Score (42.4 vs 18.9), licensing (Proprietary vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 3.8 Flash Cyber and LongCat-Flash-Lite?

Gemini 3.8 Flash Cyber is developed by Google and LongCat-Flash-Lite is developed by Meituan.

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