feat(audit): add pricing signature guards and reporting

Add snapshot, signature, and drift guard support for Vertex AI, Cloudflare Workers AI, and Perplexity API, backed by a queryable audit table and recent-window view.

This commit also wires the audit query layer into daily signal materialization and report generation so structure drift becomes a first-class signal instead of a log-only artifact.
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2026-05-15 22:34:22 +08:00
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## LLM model pricing
| Model | Price in Tokens | Price in Neurons |
| -------------------------------------------- | --------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------- |
| @cf/meta/llama-3.2-1b-instruct | $0.027 per M input tokens $0.201 per M output tokens | 2457 neurons per M input tokens 18252 neurons per M output tokens |
| @cf/meta/llama-3.3-70b-instruct-fp8-fast | $0.293 per M input tokens $2.253 per M output tokens | 26668 neurons per M input tokens 204805 neurons per M output tokens |
| @cf/qwen/qwen2.5-coder-32b-instruct | $0.660 per M input tokens $1.000 per M output tokens | 60000 neurons per M input tokens 90909 neurons per M output tokens |
| @cf/moonshotai/kimi-k2.5 | $0.600 per M input tokens $0.100 per M cached input tokens $3.000 per M output tokens | 54545 neurons per M input tokens 9091 neurons per M cached input tokens 272727 neurons per M output tokens |
## Embeddings model pricing