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Tongyi DeepResearch 30B A3B

Alibaba CloudOpen-weight

131K context · — params · —

alibaba/tongyi-deepresearch-30b-a3b

Tongyi DeepResearch is an agentic large language model developed by Tongyi Lab, with 30 billion total parameters activating only 3 billion per token. It's optimized for long-horizon, deep information-seeking tasks...

Official Path Verified AWS Bedrock Azure AI Alibaba Cloud Intl (ap-southeast-1, us-east-1) Intl card
Cheapest blended: ¥0.18 / 1M tokens on Alibaba Cloud DashScopeGet custom quote

Reachability & verification

Live reachability

Probing…

Target (Alibaba Cloud DashScope): https://dashscope.aliyun.com/compatible-mode/v1

Overseas reference latency (est.)

Singapore 90 ms London 160 ms

Live reachability probe

Measured in real time from the ModelHub gateway egress to this model's API endpoint. Green means reachable right now. Overseas reference latencies are estimates; the live probe is the proof of current reachability.

Official Path Verified by ModelHub

Pricing across providers

1

Prices are shown in each provider's billing currency — ¥ (CNY) for Chinese providers, $ (USD) for overseas gateways.

ProviderInput /1MOutput /1MBlendedCtxp50 latencyAPIVerified
Alibaba Cloud DashScopetongyi-deepresearch-30b-a3b¥0.09¥0.45¥0.18131K OAI119d ago

Works with

CursorClineAiderContinueOpenCodeOpen WebUI

Any OpenAI-compatible client works — point the base URL at the provider endpoint.

Capabilities

Code samplesExample usingAlibaba Cloud DashScope— the cheapest hosting for this model as of last verification. Swapbase_urlandmodelto use a different provider from the matrix above.PythoncURLNode.jsCopyfrom openai import OpenAI client = OpenAI( api_key="YOUR_API_KEY", base_url="https://dashscope.aliyun.com/compatible-mode/v1", ) response = client.chat.completions.create( model="tongyi-deepresearch-30b-a3b", messages=[{"role": "user", "content": "Hello!"}], ) print(response.choices[0].message.content)code

Code samples

Python
from openai import OpenAI

client = OpenAI(
    base_url="https://dashscope.aliyun.com/compatible-mode/v1",
    api_key="YOUR_API_KEY",
)

resp = client.chat.completions.create(
    model="tongyi-deepresearch-30b-a3b",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(resp.choices[0].message.content)
cURL
curl https://dashscope.aliyun.com/compatible-mode/v1/chat/completions \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "tongyi-deepresearch-30b-a3b",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'
Node.js
import OpenAI from "openai";

const client = new OpenAI({
  baseURL: "https://dashscope.aliyun.com/compatible-mode/v1",
  apiKey: "YOUR_API_KEY",
});

const resp = await client.chat.completions.create({
  model: "tongyi-deepresearch-30b-a3b",
  messages: [{ role: "user", content: "Hello!" }],
});
console.log(resp.choices[0].message.content);

Technical specs

Context

131K

Max output

131K

Parameters

Release

Training cutoff

License

Similar models

Frequently asked questions

How much does Tongyi DeepResearch 30B A3B cost?

The cheapest tracked blended price is ¥0.18 per 1M tokens on Alibaba Cloud DashScope. See the pricing matrix above for input/output splits per provider.

Can I use Tongyi DeepResearch 30B A3B from outside China?

Availability depends on the hosting provider. Use our Path Planner on the Alibaba Cloud DashScope page to map a verified official-vs-brokered access path, including payment and KYC constraints.

Is Tongyi DeepResearch 30B A3B open source?

Yes — Tongyi DeepResearch 30B A3B is open-weight under the — license. You can self-host it or use any listed inference provider.

Is Tongyi DeepResearch 30B A3B OpenAI-compatible?

Yes — at least one tracked provider exposes an OpenAI-compatible endpoint, so Cursor, Cline, Aider and similar clients work with just a base-URL change.

What is the maximum context window?

Tongyi DeepResearch 30B A3B supports up to 131K tokens of context with a maximum output of 131K tokens.

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