Capability badges appear only where the provider catalog explicitly lists support. A blank cell means the source is silent, not that the feature is absent.
Listed rates
Price across providers
Input price per million tokens as published by each provider. Bars are drawn from listed rates only — no traffic weighting, since the catalog observes no requests.
Lowest input$0.5/M
Across 4 priced providers
Median input$0.565/M
Midpoint of listed rates
Highest input$0.67/M
1.3× the lowest listed rate
Output range$3 – $3.79
Per million output tokens
Merge Gateway$0.5/M
Deep Infra$0.5/M
EmpirioLabs AI$0.63/M
Ofox$0.67/M
Cost calculator
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Excludes taxes, non-token charges, and tiered discounts.
2 providers list the identical $0.5 input rate, so price alone will not separate them — compare context limits, max output, and capabilities above.
Context limits also differ by provider, from 131.072K to 256K tokens. Compare the provider table above before choosing on price alone.
Specification
Capabilities
Recorded from the source catalog and provider listings.
Every result stays attached to its source, version, metric and harness. Scores from different versions are never merged, and the profile below plots each benchmark against its own population rather than on a shared scale.
ModelBench does not infer quality from price, context size, or model name. When a source publishes a comparable result, it appears here with its version and link.
Answered directly from the stored record — nothing here is generated beyond the catalog's own fields.
What is Seed 2.0 Pro?
Flagship ByteDance Seed 2.0 model for complex multimodal reasoning and long-horizon agent workflows. It is published by Bytedance Seed and catalogued here from Models.dev.
How much does Seed 2.0 Pro cost?
Listed input pricing starts at $0.5 per million tokens from Merge Gateway, rising to $0.67 across 4 listed providers.
What is the context length of Seed 2.0 Pro?
Seed 2.0 Pro accepts up to 256K tokens of context and returns up to 128K output tokens.
Does Seed 2.0 Pro support tool calling and structured output?
Provider catalogs list support for tool calling, structured output, reasoning, and image input.
Which providers serve Seed 2.0 Pro?
4 providers list this model: Merge Gateway, Deep Infra, EmpirioLabs AI, Ofox.
Are the weights for Seed 2.0 Pro open?
No. This model is served through hosted APIs only.
When was Seed 2.0 Pro released?
The catalog records a release date of 2026-02-14, last verified Aug 17, 2026.
Merge Gateway
Deep Infra
Ofox