15%
10% YoY
#2
Summary
- Turbopuffer ranks #2 within the Vector Databases category, maintaining its position month-over-month.
- As of September 2026, 15% of organizations who have a vendor in the Vector Databases category use Turbopuffer: up 10 percentage points from last year.
- Turbopuffer has the highest adoption among small-to-medium businesses (16%), compared to mid-market (12%), enterprise (9%), and micro-SMB (16%).
Are businesses buying Turbopuffer?
Key stats
15%
10% YoY
Mid-Market, 48%
13%
29%
#3
#1
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 16% |
| Mid-market | 12% |
| Enterprise | 9% |
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) |
|---|---|---|---|---|---|---|
| Aug 2026 | 13% | 29% | Mid-Market, 48% | 9% | 12% | 16% |
| Jul 2026 | 19% | 32% | Mid-Market, 49% | 8% | 11% | 16% |
| Jun 2026 | 14% | 31% | Mid-Market, 49% | 7% | 11% | 15% |
| May 2026 | 29% | 31% | Mid-Market, 49% | 7% | 11% | 15% |
| Apr 2026 | 26% | 29% | Mid-Market, 49% | 7% | 11% | 13% |
| Mar 2026 | 4% | 28% | Mid-Market, 49% | 7% | 11% | 12% |
| Feb 2026 | 17% | 29% | Mid-Market, 48% | 7% | 11% | 12% |
| Jan 2026 | 26% | 26% | Mid-Market, 43% | 8% | 11% | 11% |
| Dec 2025 | 21% | 24% | Mid-Market, 39% | 8% | 8% | 10% |
| Nov 2025 | 24% | 24% | Enterprise, 44% | 8% | 7% | 9% |
| Oct 2025 | 16% | 16% | Enterprise, 56% | 8% | 6% | 7% |
| Sep 2025 | 25% | 11% | SMB, 72% | 8% | 3% | 6% |
| Aug 2025 | 6% | 13% | SMB, 67% | 0% | 1% | 6% |
| Jul 2025 | 3% | 11% | SMB, 62% | 0% | 1% | 5% |
| Jun 2025 | 11% | — | SMB, 58% | 0% | 1% | 4% |
| May 2025 | 3% | — | SMB, 55% | 0% | 1% | 4% |
| Apr 2025 | 11% | — | SMB, 100% | 0% | 1% | 4% |
| Mar 2025 | 4% | — | SMB, 100% | 0% | 0% | 3% |
| Feb 2025 | 5% | — | SMB, 100% | 0% | 0% | 2% |
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