2%
1% YoY
#11
Summary
- Novita AI 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 Novita AI: up < 1 percentage points from last year.
- Novita AI has an adoption rate of 2% across all FTE segments (micro-SMB, small-to-medium businesses, mid-market, and enterprise).
- Novita AI key capabilities include GPU cloud infrastructure, model deployment APIs, and scalable inference endpoints, supporting enterprise AI application hosting and serving.
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Key stats
2%
1% YoY
Mid-Market, 44%
2%
#13
#11
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 2% |
| Mid-market | 2% |
| Enterprise | 2% |
About Novita AI
Novita AI provides GPU cloud infrastructure and model hosting services optimized for generative AI applications.
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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% | Mid-Market, 44% | 2% | 2% | 2% |
| Aug 2026 | 1% | 2% | Mid-Market, 39% | 2% | 2% | 2% |
| Jul 2026 | 1% | 2% | Enterprise, 39% | 2% | 2% | 2% |
| Jun 2026 | 0% | 2% | Mid-Market, 41% | 3% | 2% | 2% |
| May 2026 | — | 2% | Enterprise, 42% | 3% | 2% | 2% |
| Apr 2026 | — | 2% | Enterprise, 42% | 3% | 2% | 2% |
| Mar 2026 | — | 2% | Enterprise, 42% | 3% | 2% | 2% |
| Feb 2026 | 1% | 2% | Enterprise, 44% | 3% | 2% | 2% |
| Jan 2026 | 1% | 2% | Enterprise, 47% | 3% | 2% | 2% |
| Dec 2025 | — | 2% | Mid-Market, 67% | 3% | 2% | 2% |
| Nov 2025 | 1% | 2% | Mid-Market, 67% | 0% | 2% | 2% |
| Oct 2025 | 1% | 1% | Mid-Market, 75% | 0% | 2% | 1% |
| Sep 2025 | 2% | 1% | Mid-Market, 72% | 0% | 2% | 1% |
| Aug 2025 | 2% | 1% | Mid-Market, 82% | 0% | 2% | 1% |
| Jul 2025 | — | 1% | Mid-Market, 88% | 0% | 2% | 1% |
| Jun 2025 | 3% | — | SMB, 100% | 0% | 2% | 0% |
| May 2025 | — | — | SMB, 100% | 0% | 0% | 0% |
| Apr 2025 | — | — | SMB, 100% | 0% | 0% | 0% |
| Mar 2025 | — | — | SMB, 100% | 0% | 0% | 0% |
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