doubao · Efficient
ByteDance Seed 2.0 Lite
ByteDance Seed 2.0 Lite is a balanced long-context model for high-frequency enterprise workloads, tuned for unstructured information processing, text creation, search and recommendation, and stable structured outputs. Supports a 262k context window.
- Vision
- Structured output
- Video input
- Input
- Text, Images, Video
- Output
- Text
- Discovery tier
- Efficient
Pricing
USD per 1M tokens- Input
- $0.25
- Output
- $2.00
Reference prices as published by the model provider. API example
Specifications
- Context window
- 262.1K
- Max output
- 131.1K
- Average output (7 days)
- 132 tokens
- Longer than 13% of 468 models
Side by side
ByteDance Seed 2.0 Lite compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| ByteDance Seed 2.0 LitedoubaoThis model | GPT 5.1 Codex MiniOpenAIRemove | |
|---|---|---|
| Provider | doubao | OpenAI |
| Discovery tier | Efficient | Efficient |
| Added | Mar 10, 2026 | Nov 13, 2025 |
| Limits | ||
| Context window | 262.14K | 400KBest |
| Max output | 131.07KBest | 128K |
| Average output | 132 tokens | 136 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $0.25 | $0.25 |
| Output | $2.00 | $2.00 |
| Cache read | — | $0.025 |
| Benchmark indexes | ||
| Intelligence Index | — | 20.4 |
| Math Index | — | 91.7 |
| Capabilities | ||
| Reasoning | No | Yes |
| Vision | Yes | Yes |
| Structured output | Yes | No |
| Video input | Yes | No |
| Reasoning effort | — | — |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- ByteDance Seed 2.0 Lite
- GPT 5.1 Codex Mini
Intelligence Index
- ByteDance Seed 2.0 Lite—
- GPT 5.1 Codex Mini20.4
Indexes
Math Index
Composite of the math evaluations
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 91.7
Document reasoning
AA-LCRv1.1
Reasoning across long documents
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 66.7%
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 18.5%
GPQA Diamond
Graduate-level science questions
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 81.3%
MMLU-Pro
Multi-subject knowledge and reasoning
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 82.0%
IFBench
Following precise output instructions
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 67.9%
Coding
LiveCodeBench
Recent competitive programming problems
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 83.6%
Math
AIME 2025
Competition mathematics, 2025 problems
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 91.7%
Legacy evaluations
Terminal-Bench Hard
Earlier terminal task suite
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 33.3%
τ²-Bench Telecom
Tool use in a customer-support simulation
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 62.9%
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- ByteDance Seed 2.0 Lite: —
- GPT 5.1 Codex Mini: 66.7%
Scores from Artificial Analysis, updated Oct 26, 2026. Artificial Analysis
Developers
Use it through the API
Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.
curl https://www.noumen.xyz/api/v1/chat/completions \
-H "Authorization: Bearer $NOUMEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "bytedance-seed/seed-2.0-lite",
"messages": [{ "role": "user", "content": "Explain this stack trace." }]
}'import os
from openai import OpenAI
client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
model="bytedance-seed/seed-2.0-lite",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)doubao
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