Alibaba: Tongyi DeepResearch 30B A3B

Public pricingIntelligence 79/100Medium memoryتفكير عميقاستخدام الأدوات

Tongyi DeepResearch 30B A3B هو نموذج نصي مخصص لـسير عمل الوكلاء واستخدام الأدوات. يجمع بين استخدام موثوق للأدوات وسلوك الوكلاء وسياق بحجم 131K tokens وملف منخفض التكلفة لتقديم عمل موثوق في agent workflows, tool use, and orchestration. وهو خيار عملي عندما تكون الجودة والسرعة والتكلفة مهمة، خصوصًا للفرق التي تحتاج إلى مخرجات ثابتة ونشر مرن ومساحة للتوسع.

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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