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 TheDrummer: Rocinante 12B
TheDrummer: Rocinante 12B wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
Rocinante 12B is designed for engaging storytelling and rich prose. Early testers have reported: - Expanded vocabulary with unique and expressive word choices - Enhanced creativity for vivid narratives - Adventure-filled and captivating st…
Model details →Side-by-side comparison
| Capability | AllenAI: Olmo 3.1 32B Instruct | TheDrummer: Rocinante 12B | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 66K | 33K | 🏆 AllenAI: Olmo 3.1 32B Instruct |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.20 | $0.17 | 🏆 TheDrummer: Rocinante 12B |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.60 | $0.43 | 🏆 TheDrummer: Rocinante 12B |
| 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. | — | — | Tie |
Frequently asked questions
Is AllenAI: Olmo 3.1 32B Instruct better than TheDrummer: Rocinante 12B?
TheDrummer: Rocinante 12B wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between AllenAI: Olmo 3.1 32B Instruct and TheDrummer: Rocinante 12B?
Input: $0.20 vs $0.17 per 1M tokens. Output: $0.60 vs $0.43 per 1M tokens.
What context windows do AllenAI: Olmo 3.1 32B Instruct and TheDrummer: Rocinante 12B support?
AllenAI: Olmo 3.1 32B Instruct supports up to 66K tokens. TheDrummer: Rocinante 12B supports up to 33K tokens.
Do both AllenAI: Olmo 3.1 32B Instruct and TheDrummer: Rocinante 12B support tool calling?
AllenAI: Olmo 3.1 32B Instruct: yes. TheDrummer: Rocinante 12B: yes.