Best Novita AI Alternatives in 2026

B

Baseten

Inference Platform: Deploy AI models in production

• ✓Pre-optimized Model APIs
• ✓Dedicated Deployments
• ✓Cross-Cloud Availability

C

Cerebras

The world's fastest AI inference on the biggest wafer chip

• ✓CS-4 Wafer-Scale Processor
• ✓Integrated Memory & High Bandwidth
• ✓Software & SDK

D

DeepInfra

Machine Learning Models and Infrastructure

• ✓Model Catalog & APIs
• ✓Pricing & Usage Visibility
• ✓GPU-backed Infrastructure

FA

Fireworks AI

Own Your Specialized Intelligence

• ✓Model Routing Engine
• ✓Drop-in API Replacement
• ✓Cost Reduction

M

Modal

High-performance AI infrastructure

• ✓Sub-second cold starts
• ✓Instant autoscaling
• ✓Local-like developer experience

N

Nebius

The Ultimate AI Cloud

• ✓Fast cluster provisioning
• ✓Dedicated AI hardware with InfiniBand
• ✓Built-in MLOps, serverless, and managed inference

R

Replicate

Run AI with an API

• ✓One-line API integration
• ✓Run and fine-tune models
• ✓Custom deployment & hosting at scale

R

Runpod

The AI Developer Cloud

• ✓GPU Pods
• ✓Serverless Compute
• ✓Clusters, Pods, and Serverless in One Account

TA

Together AI

The AI Native Cloud

• ✓Open Source AI Stack
• ✓GPU Clusters with On-Demand Compute
• ✓End-to-end Development to Deployment

A

ai&

Sovereign AI Inference, Built in Japan

• ✓Single API for frontier models
• ✓Japan-hosted, data-resident infrastructure
• ✓End-to-end deployment stack