10%
#5
Summary
- QumulusAI ranks #5 within the Wholesale GPU Capacity category, up 2 positions month-over-month.
- QumulusAI has the highest adoption among small-to-medium businesses (12%), compared to mid-market (< 1%), enterprise (< 1%), and micro-SMB (10%).
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Key stats
10%
SMB, 100%
17%
27%
#2
#1
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 12% |
| Mid-market | 0% |
| Enterprise | 0% |
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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 | 17% | 27% | SMB, 100% | 0% | 0% | 12% |
| Aug 2026 | — | 23% | SMB, 100% | 0% | 0% | 9% |
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