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$0.884/M
Across 1 priced provider
Median input$0.884/M
Midpoint of listed rates
Highest input$0.884/M
Same as the lowest listed rate
Output range$4.42 – $4.42
Per million output tokens
Ofox$0.884/MLowest
Cost calculator
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Excludes taxes, non-token charges, and tiered discounts.
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.
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What is Seed Evolving?
Rolling ByteDance Seed model for rapidly updated reasoning, coding, and agent capabilities. It is published by Bytedance Seed and catalogued here from Models.dev.
How much does Seed Evolving cost?
Listed input pricing starts at $0.884 per million tokens from Ofox.
What is the context length of Seed Evolving?
Seed Evolving accepts up to 256K tokens of context and returns up to 256K output tokens.
Does Seed Evolving support tool calling and structured output?
Provider catalogs list support for tool calling, reasoning, and image input.
Which providers serve Seed Evolving?
1 provider list this model: Ofox.
Are the weights for Seed Evolving open?
No. This model is served through hosted APIs only.
When was Seed Evolving released?
The catalog records a release date of 2026-06-23, last verified Aug 17, 2026.
Ofox