Architecture guide

Should this workload use an LQM or an LLM?

Answer five questions. The recommendation runs entirely in your browser and is a starting architecture guide—not a claim that every workload fits one model class.

Will the output be scored against a numerical outcome in the real world?Can the result change money, risk, capacity, pricing or resource allocation?Does the problem require constraints, optimization, simulation or calibrated uncertainty?Must the result be reproducible, benchmarked, stress-tested or audited?Is the primary output language rather than a numerical decision or state?

Recommendation

Answer the questions.

LargeQuant separates language interaction from numerical authority when both are required.