ByteDance Seed: Seed 2.0 Pro
Seed 2.0 Pro is a reasoning model from ByteDance Seed released on Feb 14, 2026. It reads text and images and writes text, with a 256K token context window and up to 128K tokens per reply.
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It costs $0.50 per million input tokens and $3 per million output tokens. Cached input bills at $0.10, 80% less than fresh input.
It supports tool calling, structured JSON output and prompt caching.
5 providers serve it, including Volcengine Ark, Deep Infra and Requesty. The lowest input price is $0.475 per million tokens at Volcengine Ark.
- Modalities
- In / out price
- $0.50 / $3 per 1M
- Context
- 256K
- Max output
- 128K
- Released
- Feb 14, 2026
- Knowledge cutoff
- n/a
- Tool calling
- Structured output
- Reasoning
- Prompt caching
- Open weights
- Free to use
Seed 2.0 Pro pricing
USD, as listed on Oct 15, 2026. Most bills are input heavy, so the cached input rate matters as much as the headline price.
| Input | $0.50 / 1M tokens | |
|---|---|---|
| Output | $3 / 1M tokens | |
| Cached input (read) | $0.10 / 1M tokens | 80% off input |
| Prompts over 128K | $1 in, $6 out | long context rate |
Seed 2.0 Pro providers
5 providers serve it, including Volcengine Ark, Deep Infra and Requesty. The lowest input price is $0.475 per million tokens at Volcengine Ark. Each host sets its own price and limits, so the cheapest one is not always the one with the longest context.
| Provider | Input /M | Output /M | Cache read /M | Context | Max output |
|---|---|---|---|---|---|
| Volcengine Ark | $0.475 | $2.37 | $0.095 | 256K | 128K |
| Deep Infra | $0.50 | $3 | $0.10 | 256K | 128K |
| Requesty | $0.50 | $3 | $0.10 | 256K | 256K |
| EmpirioLabs AI | $0.63 | $3.79 | $0.63 | 256K | 128K |
| Ofox | $0.67 | $3.36 | $0.14 | 256K | 128K |
What Seed 2.0 Pro costs per month
Pick a workload close to yours or type your own volumes.
Supported request parameters
What you can set when you call Seed 2.0 Pro through an OpenAI compatible API.
- Tools
tools - Structured outputs
structured_outputs - Reasoning
reasoning - Temperature
temperature
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Seed 2.0 Pro questions
How much does the Seed 2.0 Pro API cost?
$0.50 per million input tokens and $3 per million output tokens, with cached input at $0.10. Prompts over 128K tokens bill at $1 input and $6 output. The estimator on this page turns that into a monthly bill for your own workload.
What is the context window of Seed 2.0 Pro?
256,000 tokens of input, and it can write up to 128,000 tokens in one reply. As a rough guide, a million tokens is around 750,000 English words.
Which providers serve Seed 2.0 Pro?
5 providers serve it, including Volcengine Ark, Deep Infra and Requesty. The lowest input price is $0.475 per million tokens at Volcengine Ark. Prices differ by host, so the Providers table on this page lists each one with its input and output price.
Does Seed 2.0 Pro support tool calling?
Yes. It accepts tool definitions and can return JSON that matches a schema, which is what an agent needs to call your APIs.
Is Seed 2.0 Pro open source?
No. ByteDance Seed serves it through an API only, so you cannot download the weights or host it yourself.
When was Seed 2.0 Pro released?
Feb 14, 2026.
Catalog data from models.dev (MIT licensed), refreshed daily, last on Oct 15, 2026. The summary is written from these facts.
Building on Seed 2.0 Pro?
I test your real tasks on it and the two closest alternatives, then ship the agent on whichever wins on cost and accuracy.
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