Cache Warmup Billing And Dr
turbopuffer · turbopuffer
Serverless vector database — turbopuffer
Evaluates turbopuffer's Cache Warmup Billing & DR across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Serverless vector database eval coverage.
About turbopuffer
turbopuffer is a serverless vector database designed for high-performance approximate nearest neighbor search at scale. It handles ingest, indexing, and hybrid queries with a simple HTTP API and charges only for storage and queries — no always-on infrastructure.
Sample tests· showing 3 of 9
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | p99 latency SLO; cold namespace after weekend idle. | Call POST /v2/namespaces/flash-sale-vectors/warm before burst; then run ANN queries; region client gcp-us-central1. | Pass / FailPerformancemedium |
| 02 | Monthly showback per team; need telemetry fields not invented pricing. | Read billing object from query response; use billable_logical_bytes_queried for queried volume; mark unit pricing [REQUIRES-VERIFICATION]. | Pass / FailBillingmedium |
| 03 | Hybrid query returns 10k ids skinny; reranker fetches fat attributes separately. | Explain both billing fields; optimize include_attributes to reduce returned bytes; track both metrics per query. | Pass / FailBillingmedium |
How this eval is graded
Grade against expected.ideal_behavior and expected.rubric. Penalize failure_modes.
Rubric criteria
- Turbopuffer
- Vector Db
- Cache Warmup Billing And Dr
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ViewFrequently asked questions
What does the Cache Warmup Billing And Dr eval for turbopuffer turbopuffer test?+
Evaluates turbopuffer's Cache Warmup Billing & DR across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Serverless vector database eval coverage.
How is the Cache Warmup Billing And Dr eval scored?+
The judge rubric: Grade against expected.ideal_behavior and expected.rubric. Penalize failure_modes.
How many test cases does this eval pack include?+
The Cache Warmup Billing And Dr pack for turbopuffer turbopuffer contains 9 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.
How do I run this eval?+
Sign up for Corsac, connect your model or agent endpoint, and run the Cache Warmup Billing And Dr pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.
Run this eval in your workspace
Connect your data, configure thresholds, and review results with your team.