Alternatives to Cerebrium

Serverless GPU cloud for production AI — declare Python functions and hardware in one file and pay per second.

EnCharge AI builds analog in-memory computing silicon that runs AI inference at roughly 200 TOPS on about 8 watts.

Serverless AI inference on 100+ open models via an OpenAI-compatible API, billed per token with no GPU overhead.

Run open-weight model inference on Together AI — serverless APIs, batch jobs, and GPU clusters.

Rent per-second GPU pods, autoscaling serverless inference endpoints and multi-node clusters on Runpod's AI developer cloud.

Serverless APIs for 200+ open-weight LLM, image, audio, video and vision models, plus GPU cloud and an agent sandbox.

Serverless GPU compute with forkable microVMs and millisecond-billed sandboxes for AI agents.

Lilac turns idle GPU clusters into a white-labeled neocloud with spot H100 leases and serverless inference.

Axelera AI builds European edge inference accelerators — Metis and Europa AIPUs for vision, agentic and GenAI workloads from M.2 modules to

Deploy your own ML models on serverless Nvidia GPUs, billed per second with scale-to-zero.

ViewComfy turns ComfyUI workflows into no-code web apps and autoscaling serverless APIs, billed per active GPU second.

European GPU cloud with self-service NVIDIA GB300, B300 and H200 instances plus serverless GPU inference

Rent GPU instances and per-second GPU sandboxes for AI training, RL rollouts, and agent workloads from $0.35/hr.

Crusoe Cloud GPU instances, serverless inference, and fine-tuning priced for AI teams that want orchestration included

Rain AI is a pre-production hardware company building energy-efficient, brain-inspired analog in-memory chips for ultra-low-power AI inference at the edge.

Mini Infer is a readable Python LLM inference engine with hand-written CUDA and Triton kernels for learning LLM serving.

Synexa AI runs 100+ image, video, and 3D diffusion models through one serverless GPU API call at up to 60% below Replicate and Fal.ai.

Groq delivers fast LLM inference on its own LPU and LPX silicon through an OpenAI-compatible API.

Run and fine-tune image, video, speech and LLM models with one Replicate API call

Managed Ray platform for distributed training, multimodal data curation, batch embedding, and post-training on your own GPUs

Run fast, production-grade GPU inference on dedicated GPUs or token-priced Model APIs — with per-minute billing.

Distributed compute clusters across hyperscalers and neoclouds for massively parallel AI workloads

Runware is one inference API for 400K+ image, video, audio, LLM and 3D models on a single endpoint.

Cerebras inference cloud: frontier LLMs at up to 750 tokens/sec for real-time agents and voice AI.

Query image, video, speech, music and text generation through one multimodal API key

Fireworks AI runs open-model inference with per-token pricing, model routing, and fine-tuning on one platform.

MAX Engine serves open models through one OpenAI-compatible endpoint across NVIDIA, AMD, Apple silicon, CPUs, and ASICs.

Rent GPUs on Vast.ai's marketplace — 20,000+ cards, per-second billing, and API-native provisioning agents can drive.

Open-source LLM fine-tuning framework for MoE, LoRA, and GRPO runs on your own GPUs

CoreWeave is the AI-native GPU cloud for training, reinforcement learning post-training, and low-latency inference on NVIDIA cluster-scale