4%
2% YoY
#10
Summary
- Atlas Cloud ranks #10 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of November 2026, 4% of organizations who have a vendor in the Model Serving & Inference category use Atlas Cloud: up 2 percentage points from last year.
- Atlas Cloud has the highest adoption among enterprise companies (6%), compared to mid-market (5%), small-to-medium businesses (4%), and micro-SMB (4%).
Are businesses buying Atlas Cloud?
Add this chart to your website.
Key stats
4%
2% YoY
Mid-Market, 45%
4%
2%
#9
#10
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 4% |
| Mid-market | 5% |
| Enterprise | 6% |
Don’t miss key shifts in business spend.
Similar solutions
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 | 4% | 2% | Mid-Market, 45% | 6% | 5% | 4% |
| Sep 2026 | 3% | 2% | Mid-Market, 45% | 4% | 5% | 4% |
| Aug 2026 | 3% | 2% | Mid-Market, 53% | 4% | 5% | 4% |
| Jul 2026 | 3% | 2% | Mid-Market, 53% | 2% | 5% | 4% |
| Jun 2026 | 4% | 2% | Mid-Market, 53% | 3% | 5% | 4% |
| May 2026 | 5% | 2% | Mid-Market, 51% | 3% | 5% | 3% |
| Apr 2026 | 4% | 2% | Mid-Market, 45% | 3% | 4% | 3% |
| Mar 2026 | 3% | 0% | Mid-Market, 41% | 3% | 3% | 3% |
| Feb 2026 | 1% | 0% | Mid-Market, 44% | 3% | 3% | 2% |
| Jan 2026 | 3% | 0% | Mid-Market, 43% | 3% | 3% | 3% |
| Dec 2025 | 3% | 0% | Mid-Market, 41% | 3% | 3% | 2% |
| Nov 2025 | 2% | 0% | Mid-Market, 42% | 3% | 3% | 2% |
| Oct 2025 | 3% | — | Enterprise, 45% | 3% | 3% | 2% |
| Sep 2025 | 4% | — | Enterprise, 50% | 4% | 3% | 2% |
| Aug 2025 | 1% | — | Enterprise, 55% | 4% | 3% | 2% |
| Jul 2025 | 2% | — | Enterprise, 56% | 5% | 2% | 2% |
| Jun 2025 | — | — | Enterprise, 56% | 5% | 3% | 2% |
| May 2025 | 3% | — | Mid-Market, 73% | 5% | 3% | 2% |
| Apr 2025 | — | — | Mid-Market, 73% | 0% | 3% | 2% |
| Mar 2025 | 2% | — | Mid-Market, 77% | 0% | 3% | 2% |
| Feb 2025 | 1% | — | Mid-Market, 79% | 0% | 3% | 2% |
| Jan 2025 | 2% | — | Mid-Market, 66% | 0% | 4% | 2% |
| Dec 2024 | 2% | — | Mid-Market, 69% | 0% | 2% | 2% |
| Nov 2024 | 2% | — | Mid-Market, 52% | 0% | 2% | 2% |
Have feedback?
Share your feedback, suggest improvements, or tell us what vendors you'd like to see covered next.