1%
#18
Summary
- Pruna AI ranks #18 within the Model Serving & Inference category, maintaining its position month-over-month.
- Pruna AI has an adoption rate of < 1% across all FTE segments (micro-SMB, small-to-medium businesses, mid-market, and enterprise).
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Key stats
1%
Mid-Market, 71%
0%
#15
#18
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 0% |
| 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 | Competitor switch rate | Dominant FTE segment | Adoption rate (Enterprise) | Adoption rate (Mid-Market) | Adoption rate (SMB) |
|---|---|---|---|---|---|
| Sep 2026 | 0% | Mid-Market, 71% | 0% | 0% | 0% |
| Aug 2026 | 0% | Mid-Market, 71% | 0% | 0% | 0% |
| Jul 2026 | 0% | Mid-Market, 79% | 0% | 0% | 0% |
| Jun 2026 | 0% | Mid-Market, 79% | 0% | 0% | 0% |
| May 2026 | 0% | SMB, 100% | 0% | 0% | 0% |
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