Olmo 3.1 32B Think is a large-scale, 32-billion-parameter model designed for deep reasoning, complex multi-step logic, and advanced instruction following. Building on the Olmo 3 series, version 3.1 delivers refined reasoning behavior and st…
Model details →AllenAI: Olmo 3.1 32B Think vs DeepSeek: DeepSeek V3.1 Terminus
AllenAI: Olmo 3.1 32B Think and DeepSeek: DeepSeek V3.1 Terminus are evenly matched on 6 axes — pick the one whose provider, latency, or licensing fits your stack.
DeepSeek-V3.1 Terminus is an update to [DeepSeek V3.1](/deepseek/deepseek-chat-v3.1) that maintains the model's original capabilities while addressing issues reported by users, including language consistency and agent capabilities, further …
Model details →Side-by-side comparison
| Capability | AllenAI: Olmo 3.1 32B Think | DeepSeek: DeepSeek V3.1 Terminus | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 66K | 164K | 🏆 DeepSeek: DeepSeek V3.1 Terminus |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.15 | $0.21 | 🏆 AllenAI: Olmo 3.1 32B Think |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.50 | $0.79 | 🏆 AllenAI: Olmo 3.1 32B Think |
| Tool / function calling First-class support for emitting structured tool calls. | — | Yes | 🏆 DeepSeek: DeepSeek V3.1 Terminus |
| 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 3.1 32B Think better than DeepSeek: DeepSeek V3.1 Terminus?
AllenAI: Olmo 3.1 32B Think and DeepSeek: DeepSeek V3.1 Terminus are evenly matched on 6 axes — pick the one whose provider, latency, or licensing fits your stack.
What's the price difference between AllenAI: Olmo 3.1 32B Think and DeepSeek: DeepSeek V3.1 Terminus?
Input: $0.15 vs $0.21 per 1M tokens. Output: $0.50 vs $0.79 per 1M tokens.
What context windows do AllenAI: Olmo 3.1 32B Think and DeepSeek: DeepSeek V3.1 Terminus support?
AllenAI: Olmo 3.1 32B Think supports up to 66K tokens. DeepSeek: DeepSeek V3.1 Terminus supports up to 164K tokens.
Do both AllenAI: Olmo 3.1 32B Think and DeepSeek: DeepSeek V3.1 Terminus support tool calling?
AllenAI: Olmo 3.1 32B Think: not advertised. DeepSeek: DeepSeek V3.1 Terminus: yes.