Blog

MiniMax launched M3.1 Flash with API rates of $0.15 / $0.60 per million tokens. A practical evaluation plan for support, CRM and coding workflows.

Haiku wins on short-request pricing; Flash-Lite is cheaper for long inputs. Current rates, independent benchmarks, and practical choices for automation and business agents.

Half of Opus’s input and output rates does not mean half the bill. A practical pilot for support and development, with cache costs and Messages API changes.

A new Czech test of local voice cloning exposes a practical problem: a model can sound excellent in English and fail on Czech or code-switching. Companies need to evaluate supported languages, weight licences, latency, and consent—not only voice similarity.

Requesty combines Frankfurt routing, zero retention, a DPA, and EU-region model deployments behind one API. That is a strong foundation for an EU LLM stack, provided you lock down region, models, fallbacks, logging, and your own workflow.