← Explore Seminal AI · AI reference · Snapshot captured September 7, 2026 · Understand model costs
Seminal AI
§1

Seed 2.1 Pro

ByteDance's strongest reasoning/agent model, sold via Volcengine Ark (CN) and BytePlus ModelArk (intl) — but you must pull the rate card from the console yourself, as no fetchable official page publishes it.

Data checked 2026-09-06

Chinese AI labs ga

Context window
256K tokens in
Max output
Input
$0.89 per 1M tokens
Output
$4.45 per 1M tokens
Blended
$1.78 3:1 in:out
Released
2026

A What it is for

At a three-to-one input-to-output ratio, Seed 2.1 Pro costs $1.78 per million tokens blended. A workload of one million input and 330,000 output tokens per day would run about $70.83 per month at list price, before caching or batch discounts.

B Capabilities

reasoning agentic execution coding long video understanding
Input modalitiestext, image, video
Output modalitiestext

C Others from Chinese AI labs

Model Context Max out In $/M Out $/M Blended Status
Kimi K3 kimi-k3 1M $2.98 $14.90 $5.96 ga open
Kimi K2.7 Code kimi-k2.7-code 262.1K $0.95 $4.00 $1.71 ga open
Kimi K2.7 Code Highspeed kimi-k2.7-code-highspeed 262.1K $1.90 $8.00 $3.42 ga open
Kimi K2.6 kimi-k2.6 262.1K $0.97 $4.02 $1.73 ga open
GLM-5.3 glm-5.3 1M 131.1K $1.40 $4.40 $2.15 ga open
GLM-5.3-Flash glm-5.3-flash 1M 131.1K $0.07 $0.25 $0.12 ga open
GLM-5.2 glm-5.2 1M 131.1K $1.40 $4.40 $2.15 ga open
GLM-5 glm-5 200K 131.1K $1.00 $3.20 $1.55 ga open
GLM-4.7 glm-4.7 200K 131.1K $0.60 $2.20 $1.00 ga open
GLM-4.7-FlashX glm-4.7-flashx 200K 131.1K $0.07 $0.40 $0.15 ga
GLM-4.7-Flash glm-4.7-flash 200K 131.1K $0.00 $0.00 $0.00 ga
GLM-4.6V glm-4.6v 128K $0.30 $0.90 $0.45 ga

How this model is billed. Volcengine Ark official price doc 模型价格 (last updated 2026-09-04), section 在线推理(常规), model ID doubao-seed-2.1-pro (versioned doubao-seed-2-1-pro-260628). Published CNY figures: input (non-audio) 6.00 元/百万token, output 30.00 元/百万token, cache-hit input 1.20 元/百万token, cache storage 0.017 元/百万token/hour; single tier 输入长度 [0, 256] 千token. Batch inference (批量推理) is half price: 3.00 in / 15.00 out. Conve

D Verify before you commit

Model pricing changes without notice and this page is a snapshot. Confirm against the vendor's own page before you build a budget on it.

Source: volcengine.com · checked 2026-09-06 · Chinese AI labs pricing · API docs