1%
#16
Summary
- Featherless AI ranks #16 within the Model Serving & Inference category, up 1 position month-over-month.
- Featherless AI has the highest adoption among small-to-medium businesses (< 1%), compared to mid-market (< 1%), enterprise (< 1%), and micro-SMB (< 1%).
- Model hosting, GPU orchestration, and serverless inference APIs.
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Key stats
1%
SMB, 57%
2%
0%
#11
#16
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 1% |
| Mid-market | 0% |
| Enterprise | 0% |
About Featherless AI
Featherless AI operates serverless inference infrastructure for open-weight AI models.
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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% | 0% | SMB, 57% | 0% | 0% | 1% |
| Aug 2026 | 0% | 0% | SMB, 55% | 0% | 0% | 0% |
| Jul 2026 | 0% | 0% | SMB, 100% | 0% | 0% | 0% |
| Jun 2026 | 0% | 0% | SMB, 100% | 0% | 0% | 0% |
| May 2026 | — | 0% | SMB, 100% | 0% | 0% | 0% |
| Apr 2026 | — | 0% | SMB, 100% | 0% | 0% | 0% |
| Mar 2026 | 1% | 0% | SMB, 100% | 0% | 0% | 0% |
| Feb 2026 | — | — | SMB, 100% | 0% | 0% | 0% |
| Jan 2026 | — | 0% | SMB, 100% | 0% | 0% | 0% |
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