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-…
Model details →Tongyi DeepResearch 30B A3B vs DeepSeek: DeepSeek V3.2 Speciale
Tongyi DeepResearch 30B A3B wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinfor…
Model details →Side-by-side comparison
| Capability | Tongyi DeepResearch 30B A3B | DeepSeek: DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 131K | 164K | 🏆 DeepSeek: DeepSeek V3.2 Speciale |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.09 | $0.40 | 🏆 Tongyi DeepResearch 30B A3B |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.45 | $1.20 | 🏆 Tongyi DeepResearch 30B A3B |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | — | 🏆 Tongyi DeepResearch 30B A3B |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | Yes | Tie |
Frequently asked questions
Is Tongyi DeepResearch 30B A3B better than DeepSeek: DeepSeek V3.2 Speciale?
Tongyi DeepResearch 30B A3B wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Tongyi DeepResearch 30B A3B and DeepSeek: DeepSeek V3.2 Speciale?
Input: $0.09 vs $0.40 per 1M tokens. Output: $0.45 vs $1.20 per 1M tokens.
What context windows do Tongyi DeepResearch 30B A3B and DeepSeek: DeepSeek V3.2 Speciale support?
Tongyi DeepResearch 30B A3B supports up to 131K tokens. DeepSeek: DeepSeek V3.2 Speciale supports up to 164K tokens.
Do both Tongyi DeepResearch 30B A3B and DeepSeek: DeepSeek V3.2 Speciale support tool calling?
Tongyi DeepResearch 30B A3B: yes. DeepSeek: DeepSeek V3.2 Speciale: not advertised.