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- Tongyi DeepResearch 30B A3BAlibabaRemove
| Attribute | Tongyi DeepResearch 30B A3Btongyi-deepresearch-30b-a3b |
|---|---|
| Pricing | |
| Input | $0.135 / 1M |
| Output | $0.675 / 1M |
| Cache Write (5m) | $0.135 / 1M |
| Cache Write (1h) | $0.135 / 1M |
| Cache Read | $0.135 / 1M |
| Web Search | $0 / 1M |
| Context | |
| Max context | 131.1K |
| Max output | N/A |
| Capabilities | |
| Vision | No |
| Function Calling | Yes |
| JSON Mode | Yes |
| Streaming | Yes |
| Catalogue | |
| Provider | Alibaba |
| Category | chat |
| Charge type | Pay As You Go |
| Released | — |
| Description | |
| Summary | Tongyi DeepResearch is a 30B-parameter agentic model (3B active per token) built for long-horizon, deep research and information-seeking tasks. It achieves state-of-the-art results on major agentic search and reasoning benchmarks, outperforming prior models in complex multi-step problem solving. Trained with a fully automated synthetic data pipeline and advanced on-policy RL, it supports ReAct workflows and a high-performance “Heavy” mode for test-time scaling, making it well suited for advanced research agents, tool use, and intensive inference workloads. |