Gemini 3.8 Flash Cyber vs Muse Spark 1.2
At a Glance
| Compare |  Gemini 3.8 Flash CyberGoogle DeepMind |  Muse Spark 1.2Meta |
|---|---|---|
| Pricing and Limits | ||
| Context windowMaximum documented tokens | Not reported | Not reported |
| Model facts checked | Sep 2, 2026View model evidence → | Sep 3, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | Gemini 3.8 Flash Cyber | Muse Spark 1.2 |
|---|---|---|
| Developer | Google DeepMind | Meta |
| Family | Gemini 3 | Muse Spark |
| Model | Gemini 3.8 Flash Cyber | Muse Spark 1.2 |
| Version | Gemini 3.8 Flash Cyber | Muse Spark 1.2 |
| Lifecycle | active | preview |
| Released | 2026-09-02 | 2026-08-05 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text, Image, Video, Audio |
| Output modalities | Text | Text |
| Context window | Unknown | Unknown |
| Total parameters | Unknown | Unknown |
| Active parameters | Unknown | Unknown |
| License | Unknown | Unknown |
| Open weights | No | No |
| API available | No | Yes |
| Self-hostable | No | No |
| Provider access | Unknown | Unknown |
| Capabilities | automated-patching, cybersecurity, reasoning, vulnerability-detection | chat, computer-use, generation, reasoning, research, structured_outputs, tools |
Gemini 3.8 Flash Cyber Capabilities
Muse Spark 1.2 Capabilities
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|---|---|---|---|
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Gemini 3.8 Flash CyberGoogle DeepMind | vs | Grok 4.6xAI | cross-developer peerstext |
Gemini 3.8 Flash CyberGoogle DeepMind | vs |  Qwen3.8-MaxQwen | cross-developer peerstext |
Gemini 3.8 Flash CyberGoogle DeepMind | vs |  Kimi-K3Moonshot AI | cross-developer peerstext |
 MiniMax-M3MiniMax | vs | Gemini 3.8 Flash CyberGoogle DeepMind | cross-developer peerstext |
Gemini 3.8 Flash CyberGoogle DeepMind | vs |  GLM-5.3Z.ai | cross-developer peerstext |
Gemini 3.8 Flash CyberGoogle DeepMind | vs |  Hy4 previewTencent | cross-developer peerstext |
Seed 2.1 ProByteDance Seed | vs | Gemini 3.8 Flash CyberGoogle DeepMind | cross-developer peerstext |
Gemini 3.8 Flash CyberGoogle DeepMind | vs |  Mistral Large 3Mistral AI | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Gemini 3.8 Flash Cyber vs Muse Spark 1.2 FAQs
Is Gemini 3.8 Flash Cyber or Muse Spark 1.2 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Gemini 3.8 Flash Cyber and Muse Spark 1.2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Gemini 3.8 Flash Cyber or Muse Spark 1.2?+
Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.
Which has a larger context window, Gemini 3.8 Flash Cyber or Muse Spark 1.2?+
Neither model has a larger sourced context window in this comparison. Gemini 3.8 Flash Cyber is — and Muse Spark 1.2 is —.
Which performs better in benchmarks, Gemini 3.8 Flash Cyber or Muse Spark 1.2?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Gemini 3.8 Flash Cyber or Muse Spark 1.2 be self-hosted?+
Both models have the same recorded self-hosting status: unsupported. Gemini 3.8 Flash Cyber is not marked open weight; Muse Spark 1.2 is not marked open weight.
Can Gemini 3.8 Flash Cyber and Muse Spark 1.2 understand images?+
Gemini 3.8 Flash Cyber is not documented with image input; Muse Spark 1.2 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Gemini 3.8 Flash Cyber or Muse Spark 1.2?+
Neither has a larger sourced maximum output. Gemini 3.8 Flash Cyber is — and Muse Spark 1.2 is —.
Do Gemini 3.8 Flash Cyber and Muse Spark 1.2 support reasoning and tool use?+
Gemini 3.8 Flash Cyber: reasoning. Muse Spark 1.2: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Gemini 3.8 Flash Cyber or Muse Spark 1.2?+
Gemini 3.8 Flash Cyber has 0 sourced provider routes; Muse Spark 1.2 has 0, a tie.
Which offers better value, Gemini 3.8 Flash Cyber or Muse Spark 1.2?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.