7%
arrow_upward3% YoY
#8
Summary
- DeepInfra ranks #8 within the Model Serving & Inference category, up 1 position month-over-month.
- As of June 2026, 7% of organizations who have a vendor in the Model Serving & Inference category use DeepInfra: up 3 percentage points from last year.
- DeepInfra has the highest adoption among mid-market companies (9%), compared to enterprise (5%), small-to-medium businesses (7%), and micro-SMB (7%).
- 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
7%
arrow_upward3% YoY
Mid-Market, 40%
8%
5%
#5
#9
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 7% |
| Mid-market | 9% |
| Enterprise | 5% |
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.
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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) |
|---|---|---|---|---|---|---|
| May 2026 | 8% | 5% | Mid-Market, 40% | 5% | 9% | 7% |
| Apr 2026 | 9% | 4% | Enterprise, 41% | 6% | 7% | 6% |
| Mar 2026 | 3% | 5% | Enterprise, 43% | 6% | 4% | 6% |
| Feb 2026 | 4% | 4% | Enterprise, 44% | 7% | 5% | 6% |
| Jan 2026 | 5% | 4% | Mid-Market, 36% | 8% | 5% | 6% |
| Dec 2025 | 3% | 4% | Enterprise, 35% | 4% | 4% | 6% |
| Nov 2025 | 4% | 4% | Enterprise, 38% | 4% | 4% | 6% |
| Oct 2025 | 2% | 6% | Enterprise, 38% | 5% | 4% | 6% |
| Sep 2025 | 1% | 7% | Enterprise, 42% | 5% | 4% | 6% |
| Aug 2025 | 6% | 6% | Enterprise, 46% | 6% | 4% | 7% |
| Jul 2025 | 7% | 6% | Enterprise, 50% | 6% | 3% | 7% |
| Jun 2025 | 9% | 7% | Enterprise, 56% | 7% | 4% | 6% |
| May 2025 | 4% | 8% | Enterprise, 58% | 9% | 3% | 5% |
| Apr 2025 | 2% | 9% | Mid-Market, 59% | 9% | 3% | 5% |
| Mar 2025 | 2% | 6% | Mid-Market, 51% | 0% | 4% | 5% |
| Feb 2025 | 5% | 6% | Mid-Market, 55% | 0% | 3% | 5% |
| Jan 2025 | 3% | 7% | SMB, 59% | 0% | 4% | 5% |
| Dec 2024 | — | 5% | SMB, 57% | 0% | 2% | 5% |
| Nov 2024 | 10% | — | Mid-Market, 53% | 0% | 2% | 5% |
| Oct 2024 | 11% | — | Mid-Market, 63% | 0% | 2% | 3% |
| Sep 2024 | 3% | — | SMB, 100% | 0% | 2% | 2% |
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