Vendors
Data last updated Data updated
Model Serving & Inference
Category adoption
5.6%
of businesses on Ramp purchased a product in this category (#21 / 33)
YoY change
2.4%
in category adoption over the past 12 months (−0.0% MoM)
Growth rank
#11
by adoption growth across all 33 categories (#5 over the last 3 months)
Customer mix
81% SMB
SMB 81%MM 17%Ent 2%
Top Vendors
| Compare | ||||||
|---|---|---|---|---|---|---|
Fireworks AI | 10% | 6% | 9% | 3% | ||
Together AI | 6% | 3% | 5% | 2% | ||
Baseten | 4% | 2% | 4% | 2% | ||
Fal AI | 22% | 22% | 15% | 6% | ||
Cerebras | 10% | 5% | 8% | 9% | ||
Modal | 14% | 7% | 10% | 1% | ||
Openrouter | 45% | 40% | 16% | 14% | ||
Runware | 1% | — | 0% | — | ||
Deepinfra | 5% | 4% | 4% | 2% | ||
Hugging Face | 20% | 9% | 12% | 14% | ||
Groq | 11% | 2% | 7% | 1% | ||
Replicate AI Platform | 14% | 8% | 10% | 1% | ||
Novita AI | 0% | — | 0% | — | ||
Sambanova | 0% | — | 0% | — |

