8%
4% YoY
#9
Summary
- DeepInfra ranks #9 within the Model Serving & Inference category, maintaining its position month-over-month.
- As of November 2026, 8% of organizations who have a vendor in the Model Serving & Inference category use DeepInfra: up 4 percentage points from last year.
- DeepInfra has the highest adoption among micro-SMB companies (9%), compared to small-to-medium businesses (8%), mid-market (7%), and enterprise (8%).
- DeepInfra key capabilities include serverless AI model deployment, auto-scaling infrastructure, and pay-per-use pricing, supporting cost-effective AI agent hosting and inference.
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Key stats
8%
4% YoY
Mid-Market, 42%
7%
5%
#6
#9
Adoption Rates by company size
| Company size | Adoption rate |
|---|---|
| SMB | 8% |
| Mid-market | 7% |
| Enterprise | 8% |
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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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) |
|---|---|---|---|---|---|---|
| Oct 2026 | 7% | 5% | Mid-Market, 42% | 8% | 7% | 8% |
| Sep 2026 | 6% | 5% | Mid-Market, 40% | 6% | 7% | 8% |
| Aug 2026 | 6% | 5% | Mid-Market, 38% | 7% | 7% | 8% |
| Jul 2026 | 3% | 5% | Mid-Market, 39% | 7% | 6% | 7% |
| Jun 2026 | 6% | 5% | Mid-Market, 40% | 8% | 7% | 8% |
| May 2026 | 6% | 4% | Enterprise, 39% | 8% | 7% | 7% |
| Apr 2026 | 9% | 4% | Enterprise, 50% | 8% | 5% | 6% |
| Mar 2026 | 3% | 4% | Enterprise, 52% | 8% | 3% | 6% |
| Feb 2026 | 4% | 4% | Enterprise, 54% | 9% | 3% | 5% |
| Jan 2026 | 5% | 4% | Enterprise, 47% | 10% | 3% | 5% |
| Dec 2025 | 4% | 4% | Enterprise, 52% | 6% | 3% | 5% |
| Nov 2025 | 3% | 4% | Enterprise, 54% | 6% | 2% | 5% |
| Oct 2025 | 1% | 5% | Enterprise, 55% | 7% | 2% | 5% |
| Sep 2025 | 1% | 5% | Enterprise, 58% | 7% | 2% | 5% |
| Aug 2025 | 4% | 4% | Enterprise, 62% | 7% | 2% | 5% |
| Jul 2025 | 6% | 4% | Enterprise, 66% | 9% | 2% | 5% |
| Jun 2025 | 5% | 5% | Enterprise, 72% | 9% | 2% | 4% |
| May 2025 | 2% | 5% | Enterprise, 73% | 10% | 1% | 4% |
| Apr 2025 | — | 4% | Enterprise, 60% | 11% | 1% | 3% |
| Mar 2025 | 1% | 3% | SMB, 55% | 5% | 2% | 3% |
| Feb 2025 | 2% | 3% | SMB, 53% | 0% | 2% | 3% |
| Jan 2025 | 1% | 4% | SMB, 66% | 0% | 2% | 3% |
| Dec 2024 | — | 4% | SMB, 65% | 0% | 1% | 3% |
| Nov 2024 | 7% | — | SMB, 59% | 0% | 1% | 3% |
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