Seed 2.0 Code vs Gemini 3.8 Flash Cyber
At a Glance
| Compare | Seed 2.0 CodeByteDance Seed |  Gemini 3.8 Flash CyberGoogle DeepMind |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.50Openrouter ↗ · Oct 19, 2026 | Not reported |
| Output priceFrom · USD / 1M tokens | $3.00Openrouter ↗ · Oct 19, 2026 | Not reported |
| Context windowMaximum documented tokens | Not reported | Not reported |
| Model facts checked | Sep 3, 2026View model evidence → | Sep 2, 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 | Seed 2.0 Code | Gemini 3.8 Flash Cyber |
|---|---|---|
| Developer | ByteDance Seed | Google DeepMind |
| Family | Seed 2 0 | Gemini 3 |
| Model | Seed 2.0 Code | Gemini 3.8 Flash Cyber |
| Version | Seed 2.0 Code | Gemini 3.8 Flash Cyber |
| Lifecycle | active | active |
| Released | 2026-02-14 | 2026-09-02 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text |
| 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 | Yes | No |
| Self-hostable | No | No |
| Provider access | Openrouter (Standard) | Unknown |
| Capabilities | agents, chat, generation, reasoning, structured_outputs, tools | automated-patching, cybersecurity, reasoning, vulnerability-detection |
Seed 2.0 Code Capabilities
Gemini 3.8 Flash Cyber Capabilities
Related Comparisons
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|---|---|---|---|
Seed 2.0 CodeByteDance Seed | vs |  Solar Pro 4Upstage | cross-developer peerstext |
Claude Sonnet 4.6Anthropic | vs | Seed 2.0 CodeByteDance Seed | cross-developer peerstext |
Seed 2.0 CodeByteDance Seed | vs | Seed 2.0 LiteByteDance Seed | family variantstext |
Seed 2.0 CodeByteDance Seed | vs | Seed 2.0 MiniByteDance Seed | family variantstext |
Seed 2.0 CodeByteDance Seed | vs | Seed 2.1 EvolvingByteDance Seed | family variantstext |
Seed 2.0 CodeByteDance Seed | vs | Seed 2.1 TurboByteDance Seed | family variantstext |
Seed 2.0 CodeByteDance Seed | vs |  GPT-5 NanoOpenAI | cross-developer peerstext |
Seed 2.0 CodeByteDance Seed | vs | GPT-5.2 ProOpenAI | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Seed 2.0 Code vs Gemini 3.8 Flash Cyber FAQs
Is Seed 2.0 Code or Gemini 3.8 Flash Cyber better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Seed 2.0 Code and Gemini 3.8 Flash Cyber, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Seed 2.0 Code or Gemini 3.8 Flash Cyber?+
Only Seed 2.0 Code has a directly sourced input price: $0.50 per million tokens. Only Seed 2.0 Code has a directly sourced output price: $3.00 per million tokens.
Which has a larger context window, Seed 2.0 Code or Gemini 3.8 Flash Cyber?+
Neither model has a sourced context window in this comparison, so a larger limit cannot be determined.
Which performs better in benchmarks, Seed 2.0 Code or Gemini 3.8 Flash Cyber?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Seed 2.0 Code or Gemini 3.8 Flash Cyber be self-hosted?+
Both models have the same sourced self-hosting status: unsupported. Seed 2.0 Code is not marked open weight; Gemini 3.8 Flash Cyber is not marked open weight.
Can Seed 2.0 Code and Gemini 3.8 Flash Cyber understand images?+
Seed 2.0 Code is not documented with image input; Gemini 3.8 Flash Cyber is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Seed 2.0 Code or Gemini 3.8 Flash Cyber?+
Neither model has a sourced maximum output in this comparison, so a larger limit cannot be determined.
Do Seed 2.0 Code and Gemini 3.8 Flash Cyber support reasoning and tool use?+
Seed 2.0 Code: reasoning and tool calling. Gemini 3.8 Flash Cyber: reasoning. Feature support does not establish relative quality.
Which is available from more inference providers, Seed 2.0 Code or Gemini 3.8 Flash Cyber?+
Seed 2.0 Code has 1 sourced provider route; Gemini 3.8 Flash Cyber has 0, so Seed 2.0 Code has broader tracked availability.
Which offers better value, Seed 2.0 Code or Gemini 3.8 Flash Cyber?+
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.