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Gemini 3.8 Flash Cyber vs Muse Wonder

Gemini 3.8 Flash Cyber and Muse Wonder are closely matched at 39.4 and 47.9 on the LLM Stats Score.

Google · Meta · Updated for 2026

Which is better?

Gemini 3.8 Flash Cyber and Muse Wonder are closely matched on the overall LLM Stats Score at 39.4 and 47.9.

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

Choose Gemini 3.8 Flash Cyber

  • you are already invested in the Google ecosystem

Choose Muse Wonder

  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Gemini 3.8 Flash Cyber
Google
Muse Wonder
Meta
Core performance indexes
LLM Stats Score
39.4
#69
47.9
#29
Coding
32.1
#49
38.9
#18
Agents
28.4
#51
34.1
#24
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$4.00 / M
Output price
— / M
$20.00 / M
Context window
—
1,048,576

Individual benchmarks

4 reported for Gemini 3.8 Flash Cyber · 16 for Muse Wonder

No common benchmarks found

Gemini 3.8 Flash Cyber and Muse Wonderdon'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 Muse Wonder specifies input context (1,048,576 tokens).

Google
Gemini 3.8 Flash Cyber
Input- tokens
Output- tokens
Meta
Muse Wonder
Input1,048,576 tokens
Output- tokens
Mon Oct 19 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Muse Wonder supports multimodal inputs, whereas Gemini 3.8 Flash Cyber does not.

Muse Wonder can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemini 3.8 Flash Cyber

Text
Images
Audio
Video

Muse Wonder

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.

Gemini 3.8 Flash Cyber

Proprietary

Closed source

Muse Wonder

Proprietary

Closed source

Release Timeline

When each model was launched

Gemini 3.8 Flash Cyber was released on 2026-09-02, while Muse Wonder was released on 2026-10-12.

Muse Wonder is 1 month newer than Gemini 3.8 Flash Cyber.

Gemini 3.8 Flash Cyber

Sep 2, 2026

1 months ago

Muse Wonder

Oct 12, 2026

5 days ago

1mo newer

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?

Judge for yourself.

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

Gemini 3.8 Flash Cyber
✓ Preferred
Muse Wonder
Open in Playground

FAQ

Common questions about Gemini 3.8 Flash Cyber vs Muse Wonder.

Which is better, Gemini 3.8 Flash Cyber or Muse Wonder?

Gemini 3.8 Flash Cyber and Muse Wonder are closely matched on the LLM Stats Score at 39.4 and 47.9. Gemini 3.8 Flash Cyber is made by Google and Muse Wonder is made by Meta. 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 Muse Wonder 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%. Muse Wonder scores MemoryBench: 85.6%, DeepSWE 1.1: 78.8%, OSWorld 2.1 (partial): 72.6%, JobBench: 70.5%, HealthBench Professional: 60.5%.

What are the context window sizes for Gemini 3.8 Flash Cyber and Muse Wonder?

Gemini 3.8 Flash Cyber supports an unknown number of tokens and Muse Wonder supports 1.0M 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 Muse Wonder?

Key differences include LLM Stats Score (39.4 vs 47.9), multimodal support (no vs yes). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 3.8 Flash Cyber and Muse Wonder?

Gemini 3.8 Flash Cyber is developed by Google and Muse Wonder is developed by Meta.

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