query_stats
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13%
arrow_downward0% YoY
#6
Summary
- Replicate ranks #6 within the Model Serving & Inference category, down 1 position month-over-month.
- As of August 2026, 13% of organizations who have a vendor in the Model Serving & Inference category use Replicate: down < 1 percentage points from last year.
- Replicate has the highest adoption among enterprise companies (21%), compared to mid-market (14%), small-to-medium businesses (13%), and micro-SMB (14%).
- 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
13%
arrow_downward0% YoY
Enterprise, 43%
3%
8%
#9
#8
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 13% |
| Mid-market | 14% |
| Enterprise | 21% |
About Replicate
Replicate is a platform for running machine learning models in the cloud with simple API access to thousands of open-source models.
Procure Replicate with Ramp
AI agents handle purchasing from source to payment. Employees buy faster. Finance controls every dollar.
- checkMatches POs to invoices automatically
- checkManages intake, approvals, and vendor onboarding in one system
- checkEnforces policy controls before purchases are made
Similar solutions
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) |
|---|---|---|---|---|---|---|
| Jul 2026 | 3% | 8% | Enterprise, 43% | 21% | 14% | 13% |
| Jun 2026 | 6% | 8% | Enterprise, 43% | 24% | 14% | 14% |
| May 2026 | 8% | 9% | Enterprise, 43% | 23% | 15% | 14% |
| Apr 2026 | 8% | 8% | Enterprise, 45% | 23% | 15% | 14% |
| Mar 2026 | 9% | 9% | Enterprise, 47% | 26% | 15% | 15% |
| Feb 2026 | 11% | 10% | Enterprise, 53% | 29% | 15% | 15% |
| Jan 2026 | 17% | 10% | Enterprise, 54% | 36% | 14% | 15% |
| Dec 2025 | 8% | 9% | Enterprise, 55% | 32% | 14% | 14% |
| Nov 2025 | 15% | 9% | Enterprise, 55% | 33% | 14% | 14% |
| Oct 2025 | 11% | 9% | Enterprise, 58% | 32% | 14% | 13% |
| Sep 2025 | 16% | 8% | Enterprise, 55% | 34% | 13% | 13% |
| Aug 2025 | 8% | 8% | Enterprise, 59% | 30% | 13% | 13% |
| Jul 2025 | 9% | 7% | Enterprise, 61% | 32% | 12% | 13% |
| Jun 2025 | 4% | 6% | Enterprise, 58% | 28% | 11% | 13% |
| May 2025 | 5% | 6% | Enterprise, 58% | 29% | 12% | 13% |
| Apr 2025 | 4% | 6% | Enterprise, 58% | 30% | 14% | 14% |
| Mar 2025 | 4% | 7% | Enterprise, 58% | 35% | 16% | 15% |
| Feb 2025 | 4% | 8% | Enterprise, 60% | 35% | 18% | 17% |
| Jan 2025 | 11% | 9% | Enterprise, 57% | 43% | 20% | 20% |
| Dec 2024 | 16% | 9% | Enterprise, 53% | 38% | 21% | 23% |
| Nov 2024 | 16% | 10% | Enterprise, 55% | 36% | 20% | 23% |
| Oct 2024 | 20% | 9% | Enterprise, 57% | 36% | 19% | 24% |
| Sep 2024 | 17% | 13% | Enterprise, 51% | 33% | 20% | 23% |
| Aug 2024 | 26% | 25% | Mid-Market, 44% | 30% | 22% | 24% |
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