Together AI Cost Tuning

Overview

This skill builds a reproducible cost model from actual usage and current pricing rather than embedding a price table that will drift.

Prerequisites

• A representative usage window with input, cached-input, output, and request counts
• Current model catalog/pricing and billing analytics access
• Quality, latency, context, and availability requirements
• A monthly budget and an owner for model or capacity changes

Tool Discipline

Use Read, Glob, and Grep to find model selection, token bounds, caching, batch, and telemetry logic. Use WebFetch only for current official pricing and eligibility. Use Write or Edit for an approved cost model, instrumentation, or configuration change.

Current Contract