20%
arrow_upward2% YoY
#4
Summary
- Replicate ranks #4 within the Model Serving & Inference category, down 1 position month-over-month.
- As of May 2026, 20% of organizations who have a vendor in the Model Serving & Inference category use Replicate: up 2 percentage points from last year.
- Replicate has the highest adoption among enterprise companies (29%), compared to mid-market (21%), small-to-medium businesses (19%), and micro-SMB (19%).
- Replicate key capabilities include one-click model deployment, auto-scaling infrastructure, and API-first serving, supporting developers running machine learning models in production.
Are businesses buying Replicate?
Key stats
20%
arrow_upward2% YoY
Enterprise, 45%
10%
10%
#4
#5
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 19% |
| Mid-market | 21% |
| Enterprise | 29% |
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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Have feedback?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) |
|---|---|---|---|---|---|---|
| Apr 2026 | 10% | 10% | Enterprise, 45% | 29% | 21% | 19% |
| Mar 2026 | 14% | 11% | Enterprise, 47% | 32% | 23% | 20% |
| Feb 2026 | 19% | 12% | Enterprise, 51% | 36% | 23% | 21% |
| Jan 2026 | 22% | 13% | Enterprise, 53% | 43% | 22% | 20% |
| Dec 2025 | 16% | 14% | Enterprise, 55% | 43% | 23% | 20% |
| Nov 2025 | 23% | 15% | Enterprise, 51% | 43% | 22% | 20% |
| Oct 2025 | 19% | 15% | Enterprise, 56% | 37% | 23% | 18% |
| Sep 2025 | 24% | 15% | Enterprise, 56% | 39% | 22% | 17% |
| Aug 2025 | 13% | 16% | Enterprise, 54% | 35% | 20% | 16% |
| Jul 2025 | 13% | 16% | Enterprise, 46% | 29% | 18% | 17% |
| Jun 2025 | 15% | 17% | Enterprise, 48% | 21% | 18% | 17% |
| May 2025 | 15% | 17% | Enterprise, 39% | 27% | 17% | 17% |
| Apr 2025 | 15% | 18% | Enterprise, 45% | 18% | 19% | 17% |
| Mar 2025 | 7% | 17% | Enterprise, 56% | 18% | 16% | 18% |
| Feb 2025 | 5% | 20% | Enterprise, 59% | 27% | 19% | 20% |
| Jan 2025 | 27% | 18% | Enterprise, 62% | 30% | 16% | 24% |
| Dec 2024 | 28% | 19% | Enterprise, 63% | 33% | 15% | 24% |
| Nov 2024 | 7% | 12% | Enterprise, 65% | 33% | 14% | 22% |
| Oct 2024 | 24% | 14% | Enterprise, 66% | 33% | 13% | 26% |
| Sep 2024 | 24% | 20% | Enterprise, 58% | 30% | 13% | 25% |
| Aug 2024 | 22% | 22% | Enterprise, 42% | 22% | 15% | 25% |
| Jul 2024 | 11% | 14% | Enterprise, 44% | 11% | 17% | 25% |
| Jun 2024 | — | 25% | Enterprise, 45% | 13% | 16% | 27% |
| May 2024 | 14% | — | Enterprise, 45% | 14% | 17% | 28% |
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