Alternatives to Cocoon

Run Llama 3.1 405B and other huge language models at home over a BitTorrent-style decentralized inference network.

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

Rack-scale AI inference system using log-space math to serve multi-trillion-parameter models at 608 PFLOPS per rack.

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

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.

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

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

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

Rebellions builds chiplet-based AI inference hardware — Rebel100 silicon, RebelCard, RebelServer, RebelRack and RebelPOD for enterprise LLM

FuriosaAI's RNGD inference accelerators and NXT RNGD Server serve LLMs in 3 kW air-cooled racks via OpenAI-compatible APIs.

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

Flat-rate subscription offering unlimited inference on open models GLM, Qwen, DeepSeek, and Kimi, tuned continuously for your traffic type.

Mesh LLM splits large open-weight models into layer ranges across your own GPUs and serves them through one OpenAI-compatible endpoint at localhost:9337.

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

Nscale sells sovereign GPU cloud capacity — reserved compute, inference endpoints, and AI data centers it owns and powers.

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

Run fast, self-hosted inference for LLMs, vision-language and diffusion models with SGLang serving.

Decentralized, unfiltered AI inference on a peer-to-peer GPU network.

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.

NOS serves LLMs, diffusion, CLIP embeddings, Whisper and YOLOX from one PyTorch inference server.

High-performance AI inference platform for production ML models.

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

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

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

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

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

Cerebrium is a serverless GPU platform for real-time AI, with memory and GPU snapshotting that restores CUDA workloads in about 3.38

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