35%
23% YoY
#2
Summary
- Turbopuffer ranks #2 within the Vector Databases category, maintaining its position month-over-month.
- As of October 2026, 35% 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 (41%), compared to small-to-medium businesses (38%), mid-market (26%), and enterprise (27%).
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Key stats
35%
23% YoY
Mid-Market, 46%
59%
45%
#1
#1
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 38% |
| Mid-market | 26% |
| Enterprise | 27% |
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.
| Date | New adopter share | Competitor switch rate | Dominant FTE segment | Adoption rate (Enterprise) | Adoption rate (Mid-Market) | Adoption rate (SMB) |
|---|---|---|---|---|---|---|
| Sep 2026 | 59% | 45% | Mid-Market, 46% | 27% | 26% | 38% |
| Aug 2026 | 48% | 45% | Mid-Market, 46% | 21% | 24% | 36% |
| Jul 2026 | 40% | 47% | Mid-Market, 46% | 20% | 24% | 34% |
| Jun 2026 | 41% | 46% | Mid-Market, 44% | 18% | 22% | 33% |
| May 2026 | 47% | 47% | Mid-Market, 42% | 18% | 21% | 31% |
| Apr 2026 | 45% | 45% | Mid-Market, 40% | 18% | 20% | 29% |
| Mar 2026 | 28% | 42% | Mid-Market, 40% | 19% | 19% | 26% |
| Feb 2026 | 54% | 42% | Mid-Market, 46% | 20% | 19% | 25% |
| Jan 2026 | 42% | 37% | Mid-Market, 44% | 14% | 18% | 22% |
| Dec 2025 | 29% | 31% | Mid-Market, 39% | 14% | 16% | 19% |
| Nov 2025 | 35% | 31% | Enterprise, 40% | 15% | 13% | 18% |
| Oct 2025 | 35% | 27% | Enterprise, 50% | 15% | 11% | 16% |
| Sep 2025 | 42% | 20% | SMB, 67% | 15% | 7% | 14% |
| Aug 2025 | 24% | 17% | SMB, 59% | 0% | 3% | 12% |
| Jul 2025 | 25% | 12% | SMB, 57% | 0% | 3% | 9% |
| Jun 2025 | 24% | — | Mid-Market, 50% | 0% | 2% | 6% |
| May 2025 | 13% | — | Mid-Market, 58% | 0% | 2% | 5% |
| Apr 2025 | 11% | — | SMB, 51% | 0% | 2% | 4% |
| Mar 2025 | 3% | — | Mid-Market, 52% | 0% | 1% | 3% |
| Feb 2025 | 5% | — | Mid-Market, 56% | 0% | 1% | 3% |
| Jan 2025 | 6% | — | SMB, 100% | 0% | 1% | 3% |
| Dec 2024 | — | — | SMB, 100% | 0% | 0% | 3% |
| Nov 2024 | 7% | — | SMB, 100% | 0% | 0% | 3% |
| Oct 2024 | — | — | SMB, 100% | 0% | 0% | 2% |
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