Alternatives to Hailo

European edge AI inference accelerators — the Metis and Europa AIPU lines run vision, agentic and GenAI workloads from embedded modules to server cards.

Free Apache-2.0 command-line framework for fine-tuning and post-training LLMs, vision-language and MoE models on GPUs you own or rent

PEFT is Hugging Face's free library for parameter-efficient fine-tuning of LLMs, vision and diffusion models.

DeepInfra runs serverless AI inference on 100+ open models with pay-per-token pricing and an OpenAI-compatible API.

Vast.ai is a GPU rental marketplace where market-set prices and per-second billing let you provision 20,000+ GPUs from code.

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

Cactus runs on-device function calling and speech-to-text models in sub-30 MB binaries on phones, wearables, and Raspberry Pi.

FuriosaAI builds RNGD inference accelerators and the 3 kW NXT RNGD Server for power-efficient LLM serving in standard air-cooled racks.

fal.ai is a generative media API for image, video, audio, and 3D models with per-output pricing.

Wafer Pass swaps per-token inference billing for a flat-rate subscription on open models like GLM, Qwen, DeepSeek, and Kimi.

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.

Freesolo is a managed post-training platform that turns your dataset into a production-ready small language model via Claude Code, Cursor,

Open-source serving engine for LLMs, vision-language and diffusion models on GPUs you already own.

SambaNova Cloud runs open-weight models like MiniMax M2.7 and DeepSeek-V3.1 on custom RDU chips for fast, power-efficient inference.

Training-free distributed inference that splits SDXL generation across multiple GPUs for up to 6.1x lower latency

Open-source worker client that donates your idle GPU or CPU cycles to the AI Horde so anyone can generate images and text for free.

Serverless GPU cloud for production AI — declare Python functions and hardware in one file, scale to thousands of GPUs, pay per second.

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

Run image, video, speech, music and LLM models through one Replicate API call and one bill

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

Deploy AI models in production with dedicated GPU inference and pre-optimized Model APIs.

DeepSim is an AI-driven multi-scale physics simulator that runs nano-to-macro semiconductor simulations in a single pass, claiming 1000X speedup.

One pay-as-you-go inference API for image, video, audio, LLM and 3D generation across 400K+ models.

Cerebras runs frontier models at up to 750 tokens/sec for latency-critical AI agents and voice apps.

Together AI runs open-weight model inference through serverless APIs, batch jobs, and GPU clusters.

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

Open infrastructure giving builders one API for image, video, speech, music, text, agents and MCP tools

Fireworks AI runs open-weight model inference, orchestration and training on one platform with per-token and per-GPU-second pricing.

Serverless GPU platform for real-time AI, with memory and GPU snapshotting that cuts cold starts to roughly 3.4s.

MAX is Modular's AI serving and modeling framework: one package for NVIDIA, AMD, Apple silicon, and CPUs, with an OpenAI-compatible endpoint.