Olmo 3.1 32B Instruct is a large-scale, 32-billion-parameter instruction-tuned language model engineered for high-performance conversational AI, multi-turn dialogue, and practical instruction following. As part of the Olmo 3.1 family, this …
Model details →AllenAI: Olmo 3.1 32B Instruct vs DeepSeek: DeepSeek V4 Flash 0423
DeepSeek: DeepSeek V4 Flash 0423 wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
DeepSeek V4 Flash is an efficiency-optimized Mixture-of-Experts model from DeepSeek with 284B total parameters and 13B activated parameters, supporting a 1M-token context window. It is designed for fast inference and...
Model details →Side-by-side comparison
| Capability | AllenAI: Olmo 3.1 32B Instruct | DeepSeek: DeepSeek V4 Flash 0423 | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 66K | 1.0M | 🏆 DeepSeek: DeepSeek V4 Flash 0423 |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.20 | $0.05 | 🏆 DeepSeek: DeepSeek V4 Flash 0423 |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.60 | $0.10 | 🏆 DeepSeek: DeepSeek V4 Flash 0423 |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | Yes | 🏆 DeepSeek: DeepSeek V4 Flash 0423 |
Frequently asked questions
Is AllenAI: Olmo 3.1 32B Instruct better than DeepSeek: DeepSeek V4 Flash 0423?
DeepSeek: DeepSeek V4 Flash 0423 wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between AllenAI: Olmo 3.1 32B Instruct and DeepSeek: DeepSeek V4 Flash 0423?
Input: $0.20 vs $0.05 per 1M tokens. Output: $0.60 vs $0.10 per 1M tokens.
What context windows do AllenAI: Olmo 3.1 32B Instruct and DeepSeek: DeepSeek V4 Flash 0423 support?
AllenAI: Olmo 3.1 32B Instruct supports up to 66K tokens. DeepSeek: DeepSeek V4 Flash 0423 supports up to 1.0M tokens.
Do both AllenAI: Olmo 3.1 32B Instruct and DeepSeek: DeepSeek V4 Flash 0423 support tool calling?
AllenAI: Olmo 3.1 32B Instruct: yes. DeepSeek: DeepSeek V4 Flash 0423: yes.