9%
#6
Summary
- QumulusAI ranks #6 within the Wholesale GPU Capacity category, maintaining its position month-over-month.
- QumulusAI has the highest adoption among micro-SMB companies (11%), compared to small-to-medium businesses (10%), mid-market (< 1%), and enterprise (< 1%).
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Key stats
9%
SMB, 100%
14%
#2
#6
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 10% |
| 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) |
|---|---|---|---|---|---|---|
| Oct 2026 | 14% | — | SMB, 100% | 0% | 0% | 10% |
| Sep 2026 | 17% | 13% | SMB, 100% | 0% | 0% | 10% |
| Aug 2026 | — | 13% | SMB, 100% | 0% | 0% | 7% |
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