Dola-Seed 2.0 Mini overview
Dola-Seed 2.0 Mini specs
- Model ID
bytedance/seed-2-0-mini- Developer
- ByteDance
- Context window
- 256,000 tokens
- Max output
- 128,000 tokens
- Input
- Text
- Output
- Text
- API
- OpenAI-compatible, base URL
https://api.aimlapi.com/v1
Understanding Dola-Seed 2.0 Mini
Dola-Seed 2.0 Mini, also referred to as Doubao-Seed-2.0-Mini internally, is the smallest and cheapest model in ByteDance's second-generation Seed 2.0 foundation model series. Where its siblings focus on frontier reasoning (Pro) and balanced production workloads (Lite), Mini was purpose-built for one thing: throughput at volume, with a price that removes the hesitation of scale.
Seed 2.0 Mini is what you reach for when you need to run a million documents through a model, process content at the edge, or build a product where AI is deeply embedded in every interaction. It's not the most capable model on the leaderboard. It's the one that makes the invoice feel manageable.
Where Mini Sits in the Seed 2.0 Lineup
ByteDance doesn't sell a single model, it ships four distinct variants built on the same foundation, each carved out for a specific tier of use:
Technical Specifications
Seed 2.0 Mini is a heavily distilled version of the Pro model. The distillation process narrows the architecture, removing attention heads and reducing layer count, specifically to minimize inference latency and operating cost. Here are the key specs as of the February 2026 release:
| Specification | Value | Notes |
|---|---|---|
| Model ID | seed-2-0-mini-260215 | Date suffix = release version |
| Context Window | 32,000 tokens | Optimized for short-to-medium tasks |
| Multimodal Support | Text + Image | Inherited from Seed 2.0 backbone |
| Architecture | Distilled from Seed 2.0 Pro | Fewer attention heads, reduced layers |
| Tool Calling | Supported | Compatible with agent frameworks |
| API Compatibility | OpenAI-compatible | Minimal migration effort |
| Deployment | Cloud-only | Via Volcano Engine / BytePlus ModelArk |
| Release Date | February 14, 2026 | First in series live on BytePlus |
Mini's 32K window is smaller than Pro's 256K or Lite's 256K, a deliberate trade-off. For batch classification, content moderation, summarization, or any task involving documents that fit within 32K tokens, this is more than sufficient. Tasks requiring very long context should use Lite or Pro instead.
✓ Where Mini Wins
- Industry-leading price-per-token for a multimodal model with tool-calling support
- Inherits the Seed 2.0 backbone, prompt patterns port reliably across the family
- OpenAI-compatible API means low migration friction for teams currently on GPT
- Officially the first Seed 2.0 model live on the BytePlus international platform
- Consistent behavior at scale, distillation-first design minimizes unexpected outputs on in-distribution tasks
- Image understanding inherited from multimodal Seed 2.0 architecture
✗ Real Limitations
- 32K context window is a hard ceiling, unsuitable for long-document tasks
- No local deployment option; cloud-only inference means data leaves your environment
- Direct Volcengine access requires Chinese phone number and ID, international teams need BytePlus or third-party providers
- Weak brand recognition outside Chinese markets, not a "Powered by" statement for Western products
- Hallucination control trails GPT-5.2 and Claude Opus 4.5 in accuracy-critical domains
- Complex multi-step reasoning degrades noticeably vs. Pro, not a substitute where accuracy compounds
Frequently Asked Questions
Is Dola-Seed 2.0 Mini the same as Doubao-Seed-2.0-Mini?
Yes. "Dola" is the international branding for ByteDance's AI products, while "Doubao" is the domestic Chinese branding. They refer to the same underlying models from the same Seed research team. "Dola-Seed 2.0 Mini" and "Doubao-Seed-2.0-Mini" are the same model, the naming depends on which market or platform you're accessing it through.
How does Seed 2.0 Mini compare to GPT-4o Mini?
Seed 2.0 Mini is positioned at a significantly lower price point than GPT-4o Mini, roughly 2× cheaper on input and output based on published rates as of April 2026. In terms of capability, both models are designed for high-throughput, cost-sensitive tasks rather than frontier reasoning. Seed 2.0 Mini has multimodal support and tool-calling, but GPT-4o Mini benefits from broader ecosystem tooling, wider developer familiarity, and strong English-language performance. For teams already on the OpenAI ecosystem, the switching cost is low, but validate on your specific workload first.
Use cases
Dola-Seed 2.0 Mini is documented as suited for high-concurrency, batch-generation workloads where speed and deployment density matter. It is also suited for latency-sensitive, cost-sensitive, and lightweight tasks that prioritize fast response over peak capability.
It is documented for multimodal understanding, including accepting text, images, and video as input. It is also described as suitable for video analysis and document processing in high-volume API pipelines.
Capabilities
- Function calling
- Streaming
- Structured outputs
- Reasoning
Dola-Seed 2.0 Mini API pricing
| Usage | Price | Unit |
|---|---|---|
| Input | $0.1 | 1M tokens |
| Output | $0.4 | 1M tokens |
| Cached input | $0.02 | 1M tokens |
Prices from the AI/ML API price list, checked on Nov 4, 2026.
Dola-Seed 2.0 Mini vs other models: token prices
AI/ML API input and output rates for 5 models, per million tokens.
| Model | Input | Output |
|---|---|---|
| $0.1 | $0.4 | |
| $0.25 | $2 | |
| $0.529 | $2.65 | |
| $0.5 | $3 | |
| $0.529 | $3.17 |
How to use the Dola-Seed 2.0 Mini API
View docsBuild with your agent
Give your agent the model details, code and documentation.
1Get your API key
Create API keyexport AIMLAPI_KEY="8f2b4c7d9a1e6b3f…"2Make your first request
curl 'https://api.aimlapi.com/v1/chat/completions' \
-H "Authorization: Bearer $AIMLAPI_KEY" \
-H 'Content-Type: application/json' \
-d '{
"model": "bytedance/seed-2-0-mini",
"messages": [
{
"role": "user",
"content": "Write a haiku about the ocean."
}
]
}'import os
import requests
headers = {
"Authorization": f"Bearer {os.environ['AIMLAPI_KEY']}",
"Content-Type": "application/json",
}
payload = {
"model": "bytedance/seed-2-0-mini",
"messages": [
{
"role": "user",
"content": "Write a haiku about the ocean."
}
]
}
response = requests.post("https://api.aimlapi.com/v1/chat/completions", headers=headers, json=payload, timeout=120)
response.raise_for_status()
print(response.json())const response = await fetch("https://api.aimlapi.com/v1/chat/completions", {
method: "POST",
headers: {
Authorization: `Bearer ${process.env.AIMLAPI_KEY}`,
"Content-Type": "application/json",
},
body: JSON.stringify({
"model": "bytedance/seed-2-0-mini",
"messages": [
{
"role": "user",
"content": "Write a haiku about the ocean."
}
]
}),
});
if (!response.ok) throw new Error(`HTTP ${response.status}`);
console.log(await response.json());Related articles
Dola-Seed 2.0 Mini FAQ
What is the context window of Dola-Seed 2.0 Mini?
Dola-Seed 2.0 Mini has a 256,000 tokens context window and can return up to 128,000 tokens.
What inputs and outputs does Dola-Seed 2.0 Mini support?
Dola-Seed 2.0 Mini takes image, text, video as input and returns text.
What is the model ID for Dola-Seed 2.0 Mini?
Use bytedance/seed-2-0-mini as the model id. Requests go to https://api.aimlapi.com/v1/chat/completions.
How much does Dola-Seed 2.0 Mini cost?
Dola-Seed 2.0 Mini costs $0.1 input and $0.4 output per 1M tokens on AI/ML API, billed as you go with no subscription.
Does Dola-Seed 2.0 Mini support streaming?
Yes, Dola-Seed 2.0 Mini can stream responses as they are generated.
Can Dola-Seed 2.0 Mini read images?
Yes, Dola-Seed 2.0 Mini accepts image input alongside text.
Who created Dola-Seed 2.0 Mini?
Dola-Seed 2.0 Mini was built by ByteDance.
Does Dola-Seed 2.0 Mini support tool calling for building agents?
Yes. It supports function calling, parallel tool calls, and the Tools feature.
How can I call Dola-Seed 2.0 Mini via API?
Send requests to https://api.aimlapi.com/v1/chat/completions using the model id bytedance/seed-2-0-mini.

