17%
7% YoY
#5
Summary
- Replicate ranks #5 within the Model Serving & Inference category, down 1 position month-over-month.
- As of October 2026, 17% of organizations who have a vendor in the Model Serving & Inference category use Replicate: down 7 percentage points from last year.
- Replicate has the highest adoption among enterprise companies (22%), compared to mid-market (17%), small-to-medium businesses (17%), and micro-SMB (17%).
- 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
17%
7% YoY
Enterprise, 39%
8%
7%
#4
#7
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 17% |
| Mid-market | 17% |
| 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) |
|---|---|---|---|---|---|---|
| Sep 2026 | 8% | 7% | Enterprise, 39% | 22% | 17% | 17% |
| Aug 2026 | 4% | 8% | Enterprise, 41% | 28% | 20% | 18% |
| Jul 2026 | 6% | 10% | Enterprise, 45% | 36% | 22% | 20% |
| Jun 2026 | 10% | 12% | Enterprise, 44% | 43% | 23% | 22% |
| May 2026 | 13% | 13% | Enterprise, 44% | 40% | 23% | 23% |
| Apr 2026 | 16% | 13% | Enterprise, 44% | 39% | 24% | 23% |
| Mar 2026 | 15% | 13% | Enterprise, 46% | 39% | 24% | 23% |
| Feb 2026 | 21% | 13% | Enterprise, 51% | 44% | 24% | 24% |
| Jan 2026 | 29% | 11% | Enterprise, 51% | 50% | 23% | 23% |
| Dec 2025 | 16% | 12% | Enterprise, 53% | 45% | 23% | 22% |
| Nov 2025 | 19% | 12% | Enterprise, 52% | 45% | 23% | 23% |
| Oct 2025 | 18% | 12% | Enterprise, 54% | 45% | 24% | 24% |
| Sep 2025 | 24% | 11% | Enterprise, 52% | 48% | 23% | 24% |
| Aug 2025 | 22% | 8% | Enterprise, 50% | 42% | 22% | 24% |
| Jul 2025 | 23% | 8% | Enterprise, 48% | 41% | 21% | 23% |
| Jun 2025 | 15% | 7% | Enterprise, 45% | 32% | 20% | 22% |
| May 2025 | 10% | 7% | Enterprise, 44% | 32% | 21% | 22% |
| Apr 2025 | 7% | 8% | Enterprise, 45% | 33% | 24% | 23% |
| Mar 2025 | 6% | 8% | Enterprise, 44% | 33% | 25% | 25% |
| Feb 2025 | 10% | 9% | Enterprise, 45% | 33% | 28% | 27% |
| Jan 2025 | 20% | 9% | Enterprise, 42% | 38% | 31% | 30% |
| Dec 2024 | 20% | 11% | Enterprise, 43% | 33% | 30% | 33% |
| Nov 2024 | 30% | 7% | Enterprise, 45% | 31% | 29% | 34% |
| Oct 2024 | 29% | 5% | Enterprise, 48% | 31% | 29% | 34% |
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