Capture Official Price Page Drift Before AI API Workbooks Ship

说明与用途

自动化捕获和规范 AI API 定价数据的流程，防止成本表格漂移。

问题

AI API cost workbooks drift faster than teams expect, leading to discrepancies between workbook estimates, SDK examples, and runtime ledgers.

结果

Workbooks now reference a verifiable snapshot of pricing data, eliminating drift and providing clear receipts for cost estimates.

工作流

• 1. Run a snapshot script that fetches the public pricing endpoint (e.g., https://aiwave.live/api/v1/pricing).
• 2. Record metadata: captured_at, pricing_checked, pricing_updated_at, pricing_version, content_sha256, row_count, and the list of models.
• 3. Write the snapshot to pricing‑snapshot.json for version control and diffing.
• 4. Normalize the snapshot to only the fields needed by the workbook (model, provider, base_rate, effective_rate, etc.).
• 5. Import the normalized rows into the workbook, ensuring each row references the snapshot’s captured_at and pricing_version.
• 6. Use the snapshot artifact in release notes and budget reviews to provide a receipt of pricing assumptions.

证据

The workbook starts as a useful bridge between engineering, finance, and procurement.

来源

A compact normalized row can look like this:

来源