Vendors
Data last updated Data updated
Model Serving & Inference
Category adoption
3.7%
of businesses on Ramp purchased a product in this category (#22 / 73)
YoY change
1.7%
in category adoption over the past 12 months (+0.2% MoM)
Growth rank
#5
by adoption growth across all 73 categories (#7 over the last 3 months)
Customer mix
82% SMB
SMB 82%MM 17%Ent 2%
Top Vendors
| Compare | ||||||
|---|---|---|---|---|---|---|
Fireworks AI | 11% | 13% | 12% | 1% | ||
Together AI | 8% | 7% | 8% | 4% | ||
Baseten | 6% | 4% | 8% | 3% | ||
Cerebras | 4% | 1% | 3% | 3% | ||
Fal AI | 20% | 29% | 17% | 19% | ||
Modal | 22% | 19% | 14% | 6% | ||
Deepinfra | 6% | 9% | 4% | 2% | ||
Groq | 18% | 7% | 12% | 12% | ||
Replicate AI Platform | 18% | 10% | 9% | 1% | ||
Novita AI | 0% | — | 0% | — | ||
Hugging Face | 30% | 5% | 9% | 27% | ||
Openrouter | 7% | 1% | 3% | 6% | ||
Sambanova | 0% | — | 0% | 0% |

