2%
1% YoY
#11
Summary
- Atlas Cloud ranks #11 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of October 2026, 2% of organizations who have a vendor in the Model Serving & Inference category use Atlas Cloud: up < 1 percentage points from last year.
- Atlas Cloud has the highest adoption among mid-market companies (3%), compared to enterprise (2%), small-to-medium businesses (2%), and micro-SMB (2%).
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Key stats
2%
1% YoY
Mid-Market, 44%
2%
2%
#9
#11
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 2% |
| Mid-market | 3% |
| Enterprise | 2% |
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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 | 2% | 2% | Mid-Market, 44% | 2% | 3% | 2% |
| Aug 2026 | 1% | 2% | Mid-Market, 52% | 3% | 3% | 2% |
| Jul 2026 | 2% | 1% | Mid-Market, 52% | 1% | 3% | 2% |
| Jun 2026 | 2% | 1% | Mid-Market, 52% | 2% | 3% | 2% |
| May 2026 | 3% | 1% | Mid-Market, 50% | 2% | 3% | 2% |
| Apr 2026 | 1% | 1% | Mid-Market, 44% | 2% | 3% | 2% |
| Mar 2026 | 2% | 0% | Mid-Market, 40% | 2% | 2% | 2% |
| Feb 2026 | 1% | 0% | Mid-Market, 43% | 2% | 2% | 2% |
| Jan 2026 | 2% | 0% | Mid-Market, 44% | 3% | 2% | 2% |
| Dec 2025 | 2% | 0% | Mid-Market, 43% | 3% | 2% | 2% |
| Nov 2025 | 1% | 0% | Mid-Market, 44% | 3% | 2% | 1% |
| Oct 2025 | 2% | 0% | Enterprise, 44% | 3% | 2% | 1% |
| Sep 2025 | 2% | 0% | Enterprise, 51% | 3% | 2% | 1% |
| Aug 2025 | 1% | — | Enterprise, 56% | 3% | 2% | 1% |
| Jul 2025 | 1% | — | Enterprise, 57% | 3% | 2% | 1% |
| Jun 2025 | — | — | Enterprise, 57% | 4% | 2% | 1% |
| May 2025 | 2% | — | Mid-Market, 73% | 4% | 2% | 1% |
| Apr 2025 | — | — | Mid-Market, 73% | 0% | 2% | 1% |
| Mar 2025 | 2% | — | Mid-Market, 77% | 0% | 2% | 1% |
| Feb 2025 | 1% | — | Mid-Market, 79% | 0% | 3% | 1% |
| Jan 2025 | 2% | — | Mid-Market, 65% | 0% | 3% | 1% |
| Dec 2024 | 1% | — | Mid-Market, 68% | 0% | 2% | 2% |
| Nov 2024 | 2% | — | Mid-Market, 52% | 0% | 2% | 1% |
| Oct 2024 | 7% | — | SMB, 100% | 0% | 1% | 2% |
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