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...
Reachability & verification
Live reachability
Target (Alibaba Cloud DashScope): https://dashscope.aliyun.com/compatible-mode/v1
Overseas reference latency (est.)
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
1Prices are shown in each provider's billing currency — ¥ (CNY) for Chinese providers, $ (USD) for overseas gateways.
| Provider | Input /1M | Output /1M | Blended | Ctx | p50 latency | API | Verified |
|---|---|---|---|---|---|---|---|
| Alibaba Cloud DashScopetongyi-deepresearch-30b-a3b | ¥0.09 | ¥0.45 | ¥0.18 | 131K | — | OAI | 119d ago |
Works with
Any OpenAI-compatible client works — point the base URL at the provider endpoint.
Capabilities
Code samples
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 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!"}]
}'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.
Need verified access to Tongyi DeepResearch 30B A3B?
We broker vetted intros to Alibaba Cloud DashScope — payment, KYC and endpoint verification handled.