Turbopuffer

Fast growing
Most switched to
Updated Nov 11, 2026
38%
23% YoY
#2

Summary

  • Turbopuffer ranks #2 within the Vector Databases category, maintaining its position month-over-month.
  • As of November 2026, 38% of organizations who have a vendor in the Vector Databases category use Turbopuffer: up 23 percentage points from last year.
  • Turbopuffer has the highest adoption among micro-SMB companies (44%), compared to small-to-medium businesses (41%), mid-market (26%), and enterprise (31%).

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Key stats

38%
23% YoY
Mid-Market, 42%
64%
45%
#1
#1

Adoption Rates by company size

Company sizeAdoption rate
SMB41%
Mid-market26%
Enterprise31%

About Turbopuffer

Turbopuffer is a serverless vector database backed by object storage that provides cost-efficient similarity search at scale.

About this data

These insights come from Ramp’s procurement and renewal data, built on real-world transactions observed across our platform. Figures represent aggregated observations from Ramp Procurement and Renewals activity.

DateNew adopter shareCompetitor switch rateDominant FTE segmentAdoption rate (Enterprise)Adoption rate (Mid-Market)Adoption rate (SMB)
Oct 202664%45%Mid-Market, 42%31%26%41%
Sep 202658%45%Mid-Market, 44%31%26%38%
Aug 202649%45%Mid-Market, 44%27%25%36%
Jul 202640%47%Mid-Market, 43%25%24%34%
Jun 202641%46%Mid-Market, 41%22%23%32%
May 202645%47%Mid-Market, 39%22%21%31%
Apr 202645%45%Enterprise, 38%22%20%29%
Mar 202629%43%Enterprise, 39%24%19%26%
Feb 202654%43%Mid-Market, 41%25%19%25%
Jan 202643%38%Enterprise, 39%20%18%22%
Dec 202529%32%Enterprise, 44%20%16%19%
Nov 202535%32%Enterprise, 50%21%14%18%
Oct 202535%28%Enterprise, 59%21%11%16%
Sep 202542%23%SMB, 67%21%7%14%
Aug 202524%18%SMB, 58%0%3%12%
Jul 202525%12%SMB, 57%0%3%9%
Jun 202524%—Mid-Market, 51%0%2%6%
May 202513%—Mid-Market, 58%0%2%5%
Apr 202511%—SMB, 51%0%2%4%
Mar 20253%—Mid-Market, 52%0%1%3%
Feb 20255%—Mid-Market, 56%0%1%3%
Jan 20256%—SMB, 100%0%1%3%
Dec 2024——SMB, 100%0%0%3%
Nov 20248%—SMB, 100%0%0%3%

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