Olmo 3 32B Think is a large-scale, 32-billion-parameter model purpose-built for deep reasoning, complex logic chains and advanced instruction-following scenarios. Its capacity enables strong performance on demanding evaluation tasks and hig…
Model details →AllenAI: Olmo 3 32B Think vs DeepSeek: DeepSeek V3.2 Speciale
AllenAI: Olmo 3 32B Think wins on 2 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 | AllenAI: Olmo 3 32B Think | DeepSeek: DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 66K | 164K | 🏆 DeepSeek: DeepSeek V3.2 Speciale |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.15 | $0.40 | 🏆 AllenAI: Olmo 3 32B Think |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.50 | $1.20 | 🏆 AllenAI: Olmo 3 32B Think |
| Tool / function calling First-class support for emitting structured tool calls. | — | — | Tie |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | Yes | Tie |
Frequently asked questions
Is AllenAI: Olmo 3 32B Think better than DeepSeek: DeepSeek V3.2 Speciale?
AllenAI: Olmo 3 32B Think wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between AllenAI: Olmo 3 32B Think and DeepSeek: DeepSeek V3.2 Speciale?
Input: $0.15 vs $0.40 per 1M tokens. Output: $0.50 vs $1.20 per 1M tokens.
What context windows do AllenAI: Olmo 3 32B Think and DeepSeek: DeepSeek V3.2 Speciale support?
AllenAI: Olmo 3 32B Think supports up to 66K tokens. DeepSeek: DeepSeek V3.2 Speciale supports up to 164K tokens.
Do both AllenAI: Olmo 3 32B Think and DeepSeek: DeepSeek V3.2 Speciale support tool calling?
AllenAI: Olmo 3 32B Think: not advertised. DeepSeek: DeepSeek V3.2 Speciale: not advertised.