OLMo-2 32B Instruct is a supervised instruction-finetuned variant of the OLMo-2 32B March 2025 base model. It excels in complex reasoning and instruction-following tasks across diverse benchmarks such as GSM8K, MATH, IFEval, and general NLP…
Model details →AllenAI: Olmo 2 32B Instruct vs DeepSeek: DeepSeek V3.1 Terminus
DeepSeek: DeepSeek V3.1 Terminus wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
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 2 32B Instruct | DeepSeek: DeepSeek V3.1 Terminus | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 128K | 164K | 🏆 DeepSeek: DeepSeek V3.1 Terminus |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.05 | $0.21 | 🏆 AllenAI: Olmo 2 32B Instruct |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.20 | $0.79 | 🏆 AllenAI: Olmo 2 32B Instruct |
| 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 | 🏆 DeepSeek: DeepSeek V3.1 Terminus |
Frequently asked questions
Is AllenAI: Olmo 2 32B Instruct better than DeepSeek: DeepSeek V3.1 Terminus?
DeepSeek: DeepSeek V3.1 Terminus wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between AllenAI: Olmo 2 32B Instruct and DeepSeek: DeepSeek V3.1 Terminus?
Input: $0.05 vs $0.21 per 1M tokens. Output: $0.20 vs $0.79 per 1M tokens.
What context windows do AllenAI: Olmo 2 32B Instruct and DeepSeek: DeepSeek V3.1 Terminus support?
AllenAI: Olmo 2 32B Instruct supports up to 128K tokens. DeepSeek: DeepSeek V3.1 Terminus supports up to 164K tokens.
Do both AllenAI: Olmo 2 32B Instruct and DeepSeek: DeepSeek V3.1 Terminus support tool calling?
AllenAI: Olmo 2 32B Instruct: not advertised. DeepSeek: DeepSeek V3.1 Terminus: yes.