Token pricing models: calculate real API costs
DeepSeek V4 Flash lists at $0.14 per million input tokens, yet most enterprises still guess at their total spend.
DeepSeek V4 Flash lists at $0.14 per million input tokens, yet most enterprises still guess at their total spend.
Prompt caching cuts call costs by 90%. Learn to audit token pricing, context limits, and retry rates to stop bleeding margin on inefficient models.
A single coding agent session on Claude Opus 4.6 can burn through $7 if it makes 200 API calls. This isn't a bug; it's the math of agentic systems.
Analyze 2026 LLM API pricing across 305 models. See how input costs range from $0.44 to $30 per million tokens and optimize your spend.