TheDrummer: Rocinante 12B - Solid Reasoning, Watch the Costs
TheDrummer: Rocinante 12B has been quietly outperforming its weight class on multi-step reasoning tasks. We've seen it handle complex SQL generation and data transformation pipelines where smaller models hallucinate table relationships. It's particularly good at maintaining context through 4-5 step instructions without needing excessive prompting. The 32k context window gives you room to dump schema definitions and example queries without token anxiety. Where it loses: creative writing and open-ended generation feel noticeably more formulaic than Llama 3 70B or Claude alternatives.
The pricing isn't published yet, which is the main gotcha. For production use, you need those numbers before committing to integration work. If TheDrummer prices this competitively with other 12B models, it's worth testing against your current solution for any structured reasoning tasks. If they're charging premium rates to match the quality uplift, you're probably better off jumping straight to a 70B model and getting broader capability coverage.