Alibaba: Tongyi DeepResearch 30B A3B

Public pricingIntelligence 79/100Medium memoryDeep thinkingTool use

Tongyi DeepResearch 30B A3B is a text model for agent workflows and tool use. It combines reliable tool use and agent behavior with a 131K tokens context window and a low-cost profile. Use it for agent workflows, tool use, and orchestration when quality, speed, and cost matters. It is a practical choice for teams that need reliable output, flexible deployment, and room to scale.

Input

$0.09/1M

Output

$0.45/1M

Cached

$0.09/1M

Batch

$0.05/1M

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What would Tongyi DeepResearch 30B A3B cost you?

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Technical specifications

Tongyi DeepResearch 30B A3B at a glance.

Memory

131,072

tokens

Max reply

131,072

tokens

Memory tier

Medium

a long report or a codebase file

Tokenizer

—

Released

Sep 2025

Training cutoff

Jun 2025

Availability

Public pricing

Status

active

What it can do

Capabilities & limits.

  • Understands images
  • Deep step-by-step thinking
  • Uses tools / calls functions
  • Strict JSON output
  • Streams replies
  • Fine-tunable on your data

When to pick Tongyi DeepResearch 30B A3B

  • Multi-step reasoning, research agents, or hard math.
  • Agentic workflows that call tools or APIs.
  • High-volume workloads where unit cost matters.

When to look elsewhere

  • Your workload involves images — pick a vision-capable model instead.

Alternatives

Similar models to compare.

FAQ

Tongyi DeepResearch 30B A3B — the questions we see most.

Pricing, capabilities, alternatives — generated from the same data that powers the calculator above.

Get instant answers from our AI agent

At a typical workload of 50,000 conversations a month with 1,500-token prompts and 800-token replies, Tongyi DeepResearch 30B A3B costs roughly $25 per month. Input is $0.09 /1M tokens and output is $0.45 /1M tokens.
Tongyi DeepResearch 30B A3B has a 131,072-token context window (medium memory — a long report or a codebase file). That means you can fit about 24,576 words of input and history in a single call.
Beyond text generation, Tongyi DeepResearch 30B A3B supports deep step-by-step reasoning, calling functions / tools, strict JSON output, fine-tuning on your own data. It streams replies by default.
Tongyi DeepResearch 30B A3B was released in September 2025, with training data cut off around June 2025.
Models in a similar class include Nemotron 3 Super, MiMo-V2-Flash, Qwen3 Next 80B A3B Thinking. The "Similar models" section below this FAQ links into each.

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