16%
9% YoY
#5
Summary
- Replicate ranks #5 within the Model Serving & Inference category, down 1 position month-over-month.
- As of November 2026, 16% of organizations who have a vendor in the Model Serving & Inference category use Replicate: down 9 percentage points from last year.
- Replicate has the highest adoption among enterprise companies (22%), compared to mid-market (15%), small-to-medium businesses (16%), and micro-SMB (16%).
- Replicate key capabilities include one-click model deployment, auto-scaling infrastructure, and API-first serving, supporting developers running machine learning models in production.
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Key stats
16%
9% YoY
Mid-Market, 39%
5%
7%
#7
#7
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 16% |
| Mid-market | 15% |
| Enterprise | 22% |
About Replicate
Replicate is a platform for running machine learning models in the cloud with simple API access to thousands of open-source 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) |
|---|---|---|---|---|---|---|
| Oct 2026 | 5% | 7% | Mid-Market, 39% | 22% | 15% | 16% |
| Sep 2026 | 8% | 8% | Enterprise, 38% | 23% | 17% | 17% |
| Aug 2026 | 4% | 8% | Enterprise, 40% | 29% | 20% | 18% |
| Jul 2026 | 6% | 10% | Enterprise, 44% | 37% | 22% | 20% |
| Jun 2026 | 10% | 12% | Enterprise, 44% | 44% | 23% | 22% |
| May 2026 | 13% | 13% | Enterprise, 44% | 41% | 23% | 23% |
| Apr 2026 | 16% | 13% | Enterprise, 44% | 41% | 24% | 23% |
| Mar 2026 | 15% | 12% | Enterprise, 46% | 39% | 24% | 24% |
| Feb 2026 | 22% | 12% | Enterprise, 50% | 44% | 24% | 24% |
| Jan 2026 | 29% | 11% | Enterprise, 51% | 48% | 23% | 24% |
| Dec 2025 | 16% | 12% | Enterprise, 54% | 44% | 23% | 22% |
| Nov 2025 | 19% | 12% | Enterprise, 53% | 47% | 23% | 23% |
| Oct 2025 | 18% | 11% | Enterprise, 55% | 47% | 24% | 24% |
| Sep 2025 | 24% | 9% | Enterprise, 54% | 50% | 23% | 24% |
| Aug 2025 | 22% | 9% | Enterprise, 53% | 44% | 22% | 24% |
| Jul 2025 | 23% | 8% | Enterprise, 51% | 43% | 21% | 23% |
| Jun 2025 | 16% | 7% | Enterprise, 48% | 35% | 20% | 23% |
| May 2025 | 10% | 7% | Enterprise, 48% | 35% | 21% | 22% |
| Apr 2025 | 7% | 7% | Enterprise, 48% | 37% | 24% | 23% |
| Mar 2025 | 6% | 8% | Enterprise, 47% | 37% | 25% | 25% |
| Feb 2025 | 8% | 9% | Enterprise, 48% | 37% | 28% | 27% |
| Jan 2025 | 20% | 10% | Enterprise, 46% | 41% | 31% | 31% |
| Dec 2024 | 20% | 15% | Enterprise, 47% | 38% | 31% | 33% |
| Nov 2024 | 30% | 12% | Enterprise, 45% | 35% | 29% | 34% |
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