Seed 2.0 Code vs DeepSeek V4 Pro
Model Markets Rankings
Intelligence, Cost, and Efficiency
| Ranking | Seed 2.0 Code | DeepSeek-V4-Pro |
|---|---|---|
| CostLower is better · Published-token output estimate | UnrankedNot in the 36-model eligible cohort | #9 of 36$0.054 per LiveBench case |
Ranks come from the current complete eligible cohorts. Green highlights appear only when both models are ranked in the same metric. Missing required inputs remain unranked, and the three dimensions are not collapsed into an overall winner.
Benchmark Performance
Available Benchmarks
Technical Differences
Side-by-Side Facts
| Field | Seed 2.0 Code | DeepSeek-V4-Pro |
|---|---|---|
| Developer | ByteDance Seed | DeepSeek |
| Family | Seed 2 0 | Deepseek V4 Pro |
| Model | Seed 2.0 Code | DeepSeek-V4-Pro |
| Version | Seed 2.0 Code | DeepSeek-V4-Pro |
| Lifecycle | active | active |
| Released | 2026-02-14 | 2026-04-24 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text |
| Output modalities | Text | Text |
| Context window | Unknown | 1,049K |
| Total parameters | Unknown | 1.6T |
| Active parameters | Unknown | 49B |
| License | Unknown | mit |
| Open weights | No | Yes |
| API available | Yes | Yes |
| Self-hostable | No | Yes |
| Provider access | Openrouter (Standard) | DeepSeek (Standard), Deepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | agents, chat, generation, reasoning, structured_outputs, tools | chat, generation, reasoning |
13 comparable fields · 9 material differences · Pair passes the primary-source comparison gate
Seed 2.0 Code Capabilities
DeepSeek V4 Pro Capabilities
Internal Comparison Graph
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Seed 2.0 CodeByteDance Seed | vs | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Seed 2.0 Code vs DeepSeek V4 Pro FAQs
Is Seed 2.0 Code or DeepSeek V4 Pro better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Seed 2.0 Code and DeepSeek V4 Pro, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Seed 2.0 Code or DeepSeek V4 Pro?+
Seed 2.0 Code is $0.50 and DeepSeek V4 Pro is $0.66 per million tokens, so Seed 2.0 Code is cheaper on this metric. Seed 2.0 Code is $3.00 and DeepSeek V4 Pro is $1.5441 per million tokens, so DeepSeek V4 Pro is cheaper on this metric.
Which has a larger context window, Seed 2.0 Code or DeepSeek V4 Pro?+
Neither model has a larger sourced context window in this comparison. Seed 2.0 Code is — and DeepSeek V4 Pro is 1,049K.
Which performs better in benchmarks, Seed 2.0 Code or DeepSeek V4 Pro?+
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 DeepSeek V4 Pro be self-hosted?+
DeepSeek V4 Pro is the only model in this pair currently marked as self-hostable. Seed 2.0 Code is not marked open weight; DeepSeek V4 Pro is open weight.
Can Seed 2.0 Code and DeepSeek V4 Pro understand images?+
Seed 2.0 Code is not documented with image input; DeepSeek V4 Pro is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Seed 2.0 Code or DeepSeek V4 Pro?+
Neither has a larger sourced maximum output. Seed 2.0 Code is — and DeepSeek V4 Pro is —.
Do Seed 2.0 Code and DeepSeek V4 Pro support reasoning and tool use?+
Seed 2.0 Code: reasoning and tool calling. DeepSeek V4 Pro: reasoning. Feature support does not establish relative quality.
Which is available from more inference providers, Seed 2.0 Code or DeepSeek V4 Pro?+
Seed 2.0 Code has 1 sourced provider route; DeepSeek V4 Pro has 6, so DeepSeek V4 Pro has broader tracked availability.
Which offers better value, Seed 2.0 Code or DeepSeek V4 Pro?+
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.