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ANN v3: 200ms p99 query latency over 100 billion vectors

turbopuffer · published 21 January 2026

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1blogs citing
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3 Feb 2026
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3 Feb 2026
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14
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terencezl.github.io
Case Study: turbopuffer ANN v3 Read at the source ↗
3 Feb 2026

Links from this post

Link
Host
https://turbopuffer.com/docs/architecture
turbopuffer.com
https://en.wikipedia.org/wiki/Roofline_model
en.wikipedia.org
https://dl.acm.org/doi/10.1145/3600006.3613166
dl.acm.org
https://dl.acm.org/doi/pdf/10.1145/3654970
dl.acm.org
https://en.wikipedia.org/wiki/Concentration_of_measure
en.wikipedia.org
https://en.wikipedia.org/wiki/Gather/scatter_(vector_addressing
en.wikipedia.org
https://arxiv.org/pdf/2405.12497
arxiv.org
https://en.wikipedia.org/wiki/Advanced_Vector_Extensions
en.wikipedia.org
https://en.wikichip.org/wiki/population_count
en.wikichip.org
https://en.wikipedia.org/wiki/AVX-512
en.wikipedia.org
https://turbopuffer.com/docs/sharding
turbopuffer.com
https://turbopuffer.com/docs/pinning
turbopuffer.com
https://turbopuffer.com/join
turbopuffer.com
https://modal.com/gpu-glossary/perf/arithmetic-intensity
modal.com