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5%
1% YoY
#11
Summary
- DeepInfra ranks #11 within the Model Serving & Inference category, down 1 position month-over-month.
- As of August 2026, 5% of organizations who have a vendor in the Model Serving & Inference category use DeepInfra: up 1 percentage points from last year.
- DeepInfra has the highest adoption among small-to-medium businesses (5%), compared to mid-market (4%), enterprise (3%), and micro-SMB (5%).
- DeepInfra key capabilities include serverless AI model deployment, auto-scaling infrastructure, and pay-per-use pricing, supporting cost-effective AI agent hosting and inference.
Are businesses buying DeepInfra?
Key stats
5%
1% YoY
Mid-Market, 44%
1%
4%
#10
#11
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 5% |
| Mid-market | 4% |
| Enterprise | 3% |
About DeepInfra
DeepInfra is an AI inference platform that provides fast and cost-effective API access to open-source large language models and generative AI.
Procure DeepInfra with Ramp
AI agents handle purchasing from source to payment. Employees buy faster. Finance controls every dollar.
- Matches POs to invoices automatically
- Manages intake, approvals, and vendor onboarding in one system
- Enforces policy controls before purchases are made
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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) |
|---|---|---|---|---|---|---|
| Jul 2026 | 1% | 4% | Mid-Market, 44% | 3% | 4% | 5% |
| Jun 2026 | 3% | 4% | Mid-Market, 45% | 4% | 5% | 5% |
| May 2026 | 4% | 4% | Mid-Market, 41% | 4% | 5% | 5% |
| Apr 2026 | 3% | 4% | Enterprise, 41% | 4% | 4% | 4% |
| Mar 2026 | 2% | 3% | Enterprise, 43% | 5% | 3% | 4% |
| Feb 2026 | 2% | 3% | Enterprise, 44% | 5% | 3% | 4% |
| Jan 2026 | 1% | 4% | Mid-Market, 36% | 6% | 3% | 4% |
| Dec 2025 | 3% | 4% | Enterprise, 35% | 3% | 3% | 4% |
| Nov 2025 | 2% | 4% | Enterprise, 38% | 3% | 2% | 4% |
| Oct 2025 | 1% | 4% | Enterprise, 38% | 3% | 2% | 4% |
| Sep 2025 | — | 4% | Enterprise, 41% | 3% | 2% | 4% |
| Aug 2025 | 2% | 4% | Enterprise, 45% | 4% | 2% | 4% |
| Jul 2025 | 4% | 4% | Enterprise, 49% | 4% | 2% | 4% |
| Jun 2025 | 2% | 5% | Enterprise, 55% | 4% | 2% | 3% |
| May 2025 | 1% | 5% | Enterprise, 57% | 5% | 2% | 3% |
| Apr 2025 | — | 5% | Mid-Market, 55% | 5% | 2% | 3% |
| Mar 2025 | 1% | 3% | SMB, 54% | 0% | 2% | 3% |
| Feb 2025 | 2% | 3% | SMB, 51% | 0% | 2% | 3% |
| Jan 2025 | 1% | 4% | SMB, 66% | 0% | 2% | 3% |
| Dec 2024 | — | 5% | SMB, 64% | 0% | 1% | 3% |
| Nov 2024 | 7% | 4% | SMB, 58% | 0% | 1% | 3% |
| Oct 2024 | 4% | 5% | Mid-Market, 59% | 0% | 1% | 3% |
| Sep 2024 | — | 3% | SMB, 100% | 0% | 1% | 2% |
| Aug 2024 | 2% | — | SMB, 100% | 0% | 0% | 2% |
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