ByteDance: Seed 2.1 Pro API
Seed 2.1 Pro API is a ByteDance multimodal model with text and image input and a 262K context. Its relatively small 5% discount makes benchmark behavior and official price more important than the savings headline. [1]
Seed 2.1 Pro API — LLM2014 logic 2026-08: Doubao-Seed-2.1-pro (high) ranks #18 with a 45.78 median, 55.12 best score, and 2026s average time; Doubao-Seed-2.1-pro (standard) ranks #45 with a 6.17 median, 13.03 best score, and 319s average time. Configurations are separate. [1][2]
Playground
Try Seed 2.1 Pro in the API Need Playground.
Provider
Current API Need routing and live API pricing. [1]
Pricing
Pricing uses the current live API Need configuration for this model.
Availability
Recent public performance data for this model.
Benchmarks
Editorial benchmark data is shown when this model has a verified match. [2]Intelligence uses the source’s median-score ranking. Efficiency views are APINEED calculations, not official LLM2014 rankings. Test costs and reference prices are converted at ¥7 per US dollar; they are not APINEED selling prices. Missing values are N/A. These results describe the source’s tested configurations, not guaranteed APINEED endpoint performance.
| 1st | GPT-5.5 (xhigh) | 80.23 | 73.89 | 7.9% | 534s | 33,219 | $27.51 | $29.57 |
| 2nd | GPT-5.6 Sol (xhigh) | 78.37 | 69.42 | 11.42% | 381s | 17,769 | $14.71 | $29.57 |
| 3rd | Kimi-K3 (max) | 75.77 | 67.66 | 10.7% | 1144s | 41,432 | $17.40 | $15.00 |
| 4th | Claude Opus 5 (xhigh) | 71.24 | 64.74 | 9.12% | 437s | 26,705 | $18.43 | $24.64 |
| 5th | GLM-5.3 (max) | 74.48 | 63.91 | 14.19% | 1009s | 57,408 | $6.43 | $4.00 |
| 6th | GLM-5.3-Flash (max) | 69.55 | 60.52 | 12.98% | 863s | 38,787 | $0.22 | $0.20 |
| 7th | Qwen3.8-Max (xhigh) | 64.68 | 60.05 | 7.16% | 1297s | 65,135 | $9.38 | $5.14 |
| 8th | DeepSeek V4 Pro 0813(max) | 70.13 | 59.63 | 14.97% | 1601s | 73,350 | $7.92 | $3.86 |
| 9th | DeepSeek-V4-Flash-Vision-Exp (max) | 62.86 | 58.10 | 7.57% | 974s | 79,420 | $2.86 | $1.29 |
| 10th | Gemini 3.7 Flash (high) | 66.62 | 57.56 | 13.6% | 131s | 26,596 | $2.75 | $3.70 |
| 11th | Grok 4.6 (high) | 67.93 | 56.41 | 16.96% | 813s | 33,807 | $5.60 | $5.91 |
| 12th | Gemini 3.1 Pro (high) | 69.35 | 55.84 | 19.48% | 235s | 28,338 | $9.39 | $11.83 |
| 13th | DeepSeek V4 Flash 0731 (max) | 66.34 | 55.23 | 16.75% | 881s | 74,657 | $2.69 | $1.29 |
| 14th | GLM-5.2 (max) | 66.53 | 54.70 | 17.78% | 891s | 46,273 | $5.18 | $4.00 |
| 15th | Qwen3.8-Flash (xhigh) | 65.44 | 54.49 | 16.73% | 844s | 64,942 | $0.70 | $0.39 |
| 16th | GPT-5.6 Luna (xhigh) | 65.92 | 51.62 | 21.69% | 247s | 37,885 | $1.25 | $1.18 |
| 17th | Qwen3.8-27B (xhigh) | 58.48 | 47.65 | 18.52% | 2318s | 73,987 | $3.55 | $1.71 |
| 18th | Doubao-Seed-2.1-pro (high) | 55.12 | 45.78 | 16.94% | 2026s | 85,238 | $10.23 | $4.29 |
| 19th | Muse Spark 1.2 (xhigh) | 57.93 | 45.14 | 22.08% | 359s | 47,209 | $5.54 | $4.19 |
| 20th | Gemini 3.7 Flash (low) | 53.50 | 44.06 | 17.64% | 59s | 10,673 | $1.10 | $3.70 |
| 21st | Claude Sonnet 5 (xhigh) | 47.80 | 39.57 | 17.22% | 545s | 45,066 | $12.44 | $9.86 |
| 22nd | Tencent Hy3 (high) | 57.89 | 39.51 | 31.75% | 1076s | 53,214 | $0.85 | $0.57 |
| 23rd | Qwen3.7-Plus (high) | 51.36 | 38.74 | 24.57% | 1254s | 58,610 | $1.88 | $1.14 |
| 24th | MiniMax-M3 | 43.83 | 37.37 | 14.74% | 982s | 57,486 | $1.93 | $1.20 |
| 25th | Doubao-Seed-2.0-lite 0428 (high) | 34.13 | 26.18 | 23.29% | 669s | 27,845 | $0.40 | $0.51 |
| 26th | Claude Opus 5 | 34.94 | 24.58 | 29.65% | 156s | 10,261 | $7.08 | $24.64 |
| 27th | Gemini 3.5 Flash Lite (high) | 29.51 | 20.44 | 30.74% | 192s | 17,842 | $1.23 | $2.46 |
| 28th | Ling-3.0-flash | 28.37 | 17.05 | 39.9% | 735s | 95,538 | N/A | N/A |
| 29th | Gemma 4 31B | 21.36 | 16.09 | 24.67% | 756s | 15,290 | $0.17 | $0.39 |
| 30th | openPangu-2.0-Pro | 20.02 | 15.75 | 21.33% | 645s | 28,215 | $1.64 | $2.07 |
| 31st | Qwen3.7-Plus | 20.84 | 15.63 | 25% | 323s | 8,910 | $0.29 | $1.14 |
| 32nd | GPT-5.5 Instant | 21.73 | 14.09 | 35.16% | 28s | 1,712 | $1.42 | $29.57 |
| 33rd | Mistral Medium 3.5 | 17.25 | 13.87 | 19.59% | 200s | 28,129 | $5.82 | $7.39 |
| 34th | Step-3.7-Flash | 26.18 | 13.74 | 47.52% | 282s | 47,180 | $1.53 | $1.16 |
| 35th | MiMo-V2.5-Pro | 26.31 | 13.00 | 50.59% | 550s | 33,095 | $0.79 | $0.86 |
| 36th | Dots3-Note Preview | 18.63 | 12.95 | 30.49% | 210s | 28,386 | N/A | N/A |
| 37th | ERNIE 5.1 | 16.32 | 11.32 | 30.64% | 468s | 24,522 | $1.77 | $2.57 |
| 38th | Qwen3.8-27B | 16.48 | 10.61 | 35.62% | 192s | 8,914 | $0.43 | $1.71 |
| 39th | openPangu-2.0-Flash | 19.24 | 10.16 | 47.19% | 583s | 29,052 | $0.19 | $0.23 |
| 40th | LongCat-2.0 | 17.61 | 9.74 | 44.69% | 374s | 14,273 | $0.46 | $1.14 |
| 41st | Claude Sonnet 5 | 16.49 | 9.67 | 41.36% | 113s | 6,175 | $1.70 | $9.86 |
| 42nd | GLM-5.2 | 12.42 | 8.05 | 35.19% | 24s | 929 | $0.10 | $4.00 |
| 43rd | DeepSeek V4 Flash 0731 | 13.57 | 7.93 | 41.56% | 53s | 4,621 | $0.17 | $1.29 |
| 44th | Gemini 3.1 Flash Lite | 9.01 | 7.11 | 21.09% | 11s | 707 | $0.03 | $1.48 |
| 45th | Doubao-Seed-2.1-pro | 13.03 | 6.17 | 52.65% | 319s | 6,948 | $0.83 | $4.29 |
| 46th | Mistral Medium 3.5 | 8.45 | 5.93 | 29.82% | 18s | 2,589 | $0.54 | $7.39 |
Quick Start
Call Seed 2.1 Pro with its real backend model ID.
Get an API key
Create an API key in the product app.
export API_NEED_API_KEY=sk-apineed-v1-...Send a request
Call /v1/chat/completions with model seed-2.1-pro.
import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.API_NEED_API_KEY,
baseURL: "https://apineed.com/v1"
});
const result = await client.chat.completions.create({
model: "seed-2.1-pro",
messages: [
{ role: "user", content: "Why is the sky blue?" }
]
});
console.log(result.choices[0].message.content);Handle the response
Validate responses and errors in your application.
curl https://apineed.com/v1/chat/completions \
-H "Authorization: Bearer $API_NEED_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "seed-2.1-pro",
"stream": true,
"messages": [
{
"role": "user",
"content": "Hello"
}
]
}'Endpoints
Endpoints currently returned by the live pricing API.
/v1/responses- Authorization
- Bearer $API_NEED_API_KEY
- Content-Type
- application/json
- HTTP-Referer
- optional - your site URL, for rankings
- X-Title
- optional - your site name, for rankings
- Model
- seed-2.1-pro
/v1/chat/completions- Authorization
- Bearer $API_NEED_API_KEY
- Content-Type
- application/json
- HTTP-Referer
- optional - your site URL, for rankings
- X-Title
- optional - your site name, for rankings
- Model
- seed-2.1-pro
Parameters
Supported parameters are shown when verified metadata is available. [1]
No verified parameter metadata is currently available.
Seed 2.1 Pro API Q&A
Model-specific answers for teams comparing Seed 2.1 Pro API on capability, benchmark evidence, integration, and cost.
Is the Seed 2.1 Pro API discount 15%?
No. The current APINEED discount is 5%, based on $0.90 input and $4.50 output official rates.
Why are two Seed benchmark rows shown for Seed 2.1 Pro API?
Seed 2.1 Pro — LLM2014 logic 2026-08: Doubao-Seed-2.1-pro (high) ranks #18 with a 45.78 median, 55.12 best score, and 2026s average time; Doubao-Seed-2.1-pro (standard) ranks #45 with a 6.17 median, 13.03 best score, and 319s average time. Configurations are separate.
Can Seed 2.1 Pro API analyze images?
Yes. Its input modalities are text and image, with text output.
What should interactive apps test first for Seed 2.1 Pro?
For Seed 2.1 Pro API, measure real response latency and compare reasoning modes on representative multimodal prompts before selecting interactive defaults.
Which endpoint serves Seed 2.1 Pro API?
Call Seed 2.1 Pro API through https://apineed.com/v1/chat/completions with seed-2.1-pro as the model value. Existing OpenAI SDK clients usually need only the APINEED base URL and key.
How do I validate Seed 2.1 Pro API before release?
Evaluate Seed 2.1 Pro API on representative prompts, record quality, latency, and token use, then choose reasoning settings and fallbacks from those results.
How to deploy Seed 2.1 Pro
Connect the live model to your application.
Top up
Add usage credit in the product app.
Create a key
Create and securely store an API key.
Configure the endpoint
Send requests to /v1/chat/completions.
Monitor responses
Track status, latency, and errors in your application.
