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Cost planning / Browser-local tool

Token & agent workflow cost calculator

Model input, RAG, reasoning, cache, retries and tools. Compare API snapshots with the self-hosted bill and capacity.

Pricing reviewed 2026-10-29. Calculations run in your browser; calculator inputs are not uploaded. Rates are snapshots, not live quotes.

Explain inputs and results without changing your estimate.

Estimate level

Price one input/output token sample without monthly usage or workflow setup.

Deployment mode

Use provider token rates. GPU costs remain available as a deployment comparison.

1. Pricing snapshot

Rates are USD. The result currency converts totals only. Named models describe direct API text billing, not deployment approval.

Text API; Standard or Batch. Cache writes use the default 30-minute rate. Prompts over 272,000 input tokens use 2× input/cache and 1.5× output rates. Regional premiums, Fast/Ultrafast and subscription usage are excluded.

Official source · reviewed 2026-10-29

Standard snapshot loaded · The source long-context rule remains active. Choose Custom to remove it.

Token usage

One usage sample only. No monthly request volume or pipeline, tool or cache-storage fees are included.

Optional reasoning and caching

Read the estimate correctly

  • Use observed billable token counts. Reasoning, tool schemas, tool results and conversation history can change the bill.
  • Cache shares assume eligible billed tokens. Check minimum prefix sizes, retention and billing rules before budgeting savings.
  • In Self-hosted GPU mode, set external embedding, reranking and tool fees to zero when those services are included in your infrastructure bill. Snapshots cover specific direct API text profiles. Managed clouds, regional processing, contracts, multimodal inputs and hosted tools can have different charges.
  • Self-hosting requires verified identity, data, telemetry, egress, supply-chain and operating controls. A price or model name does not establish sovereignty.