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 and delivers state-of-the-art performance on benchmarks like Humanity's Last Exam, BrowserComp, BrowserComp-ZH, WebWalkerQA, GAIA, xbench-DeepSearch, and FRAMES. This makes it superior for complex agentic search, reasoning, and multi-step problem-solving compared to prior models. The model includes a fully automated synthetic data pipeline for scalable pre-training, fine-tuning, and reinforcement learning. It uses large-scale continual pre-training on diverse agentic data to boost reasoning and stay fresh. It also features end-to-end on-policy RL with a customized Group Relative Policy Optimization, including token-level gradients and negative sample filtering for stable training. The model supports ReAct for core ability checks and an IterResearch-based 'Heavy' mode for max performance through test-time scaling. It's ideal for advanced research agents, tool use, and heavy inference workflows.
料金
💱 匯率 USD/NTD = 32.34 · 不含稅 · 更新於 2026/07/22
Technical specifications
クイックスタート
BazaarLink API経由でTongyi Deepresearch 30b A3bを使用 — base_urlを変更するだけ：
from openai import OpenAI
client = OpenAI(
base_url="https://bazaarlink.ai/api/v1",
api_key="sk-bl-YOUR_API_KEY",
)
response = client.chat.completions.create(
model="tongyi-deepresearch-30b-a3b",
messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)import OpenAI from "openai";
const client = new OpenAI({
baseURL: "https://bazaarlink.ai/api/v1",
apiKey: "sk-bl-YOUR_API_KEY",
});
const response = await client.chat.completions.create({
model: "tongyi-deepresearch-30b-a3b",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);なぜBazaarLink経由でTongyi Deepresearch 30b A3bを使うのか？
- ✓台湾ドル請求＋統一発票 — 台湾チームは海外クレジットカード不要
- ✓OpenAI互換API — コード変更ゼロ
- ✓自動フェイルオーバー — 同一モデルのマルチプロバイダー冗長性
- ✓中国語サポート — ローカルチームによる即時サポート
よくある質問
Tongyi Deepresearch 30b A3bとは何ですか？
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 and delivers state-of-the-art performance on benchmarks like Humanity's Last Exam, BrowserComp, BrowserComp-ZH, WebWalkerQA, GAIA, xbench-DeepSearch, and FRAMES. This makes it superior for complex agentic search, reasoning, and multi-step problem-solving compared to prior models. The model includes a fully automated synthetic data pipeline for scalable pre-training, fine-tuning, and reinforcement learning. It uses large-scale continual pre-training on diverse agentic data to boost reasoning and stay fresh. It also features end-to-end on-policy RL with a customized Group Relative Policy Optimization, including token-level gradients and negative sample filtering for stable training. The model supports ReAct for core ability checks and an IterResearch-based 'Heavy' mode for max performance through test-time scaling. It's ideal for advanced research agents, tool use, and heavy inference workflows.
Tongyi Deepresearch 30b A3b APIの料金はいくらですか？
BazaarLink経由のTongyi Deepresearch 30b A3bは入力1Kトークンあたり$0.0900、出力1Kトークンあたり$0.4500です。モデル料金への上乗せはありません。
Tongyi Deepresearch 30b A3bをOpenAI SDKで使うには？
base_urlを「https://bazaarlink.ai/api/v1」に設定し、モデルIDに「tongyi-deepresearch-30b-a3b」を指定するだけです。chat.completions・embeddings・streamingなどOpenAI SDKのメソッドはコード変更なしで動作します。
請求書（インボイス）は発行されますか？経費精算に使えますか？
台湾の事業者が発行する正式な請求書（外銷サービス憑証）を発行します。社内の請求・支払い・調達・経費計上の証憑としてご利用いただけます。ただし日本のインボイス制度上の「適格請求書」ではないため、日本の消費税の仕入税額控除には使用できません。JPY見積もりとクレジットカード決済に対応しています。
Tongyi Deepresearch 30b A3bのコンテキストウィンドウはどのくらいですか？
Tongyi Deepresearch 30b A3bは131,072トークンのコンテキストウィンドウに対応しています。
Tongyi Deepresearch 30b A3bは無料で使えますか？
Tongyi Deepresearch 30b A3bは有料モデルです。登録時に無料トライアルクレジットを付与するため、クレジットカードなしでお試しいただけます。