Cost optimization
Batch API Pricing: OpenAI, Claude & Gemini Costs
Compare standard and Batch API costs with a calculator using official model prices. Understand turnaround time, caching, retries, and budget assumptions.
Read articleCompare selected Gemini Developer API paid text models using Google's official rates. These are direct Developer API prices; Vertex AI, consumer subscriptions, and Live audio use different pricing scopes.
| Model | Input | Cached input | Output | Batch input | Batch output |
|---|---|---|---|---|---|
| gemini-4-argon | $2.00 | $0.10 | $10.00 | $1.00 | $5.00 |
| gemini-3.8-flash | $0.75 | $0.075 | $3.75 | $0.375 | $1.875 |
| gemini-3.6-flash | $0.75 | $0.075 | $3.75 | $0.375 | $1.875 |
| gemini-3.5-flash-lite | $0.30 | $0.03 | $2.50 | $0.15 | $1.25 |
Uses official list prices for input and output tokens only. Cache, long context, tools, regional uplifts, taxes, and discounts are excluded.
Quota Monitor reads Gemini Developer API project costs and Spend Cap information through a preview reporting API; verification with a real account is still pending and costs can be delayed. It does not read prepaid credit balances or the remaining allowance of a consumer Gemini subscription.
Read the Gemini API monitoring guideCost optimization
Compare standard and Batch API costs with a calculator using official model prices. Understand turnaround time, caching, retries, and budget assumptions.
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Calculate cache reads, writes, and break-even reuse. A worked Claude example and a checklist for comparing prompt caching costs across providers.
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Separate Claude Code subscription limits, API charges, and local ccusage estimates. Learn what to measure and how to reconcile a real bill.
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Compare Haiku 5.5 and Sonnet 5.5 token costs for short prompts, long prompts, output-heavy tasks, and cache reuse using shared pricing data.
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