Best BentoML Alternatives in 2026

#1 alternative

Together AI

Inference, fine-tuning, and GPU clusters for open models.

#2 alternative

Groq

Very fast LLM inference on custom LPU hardware.

#3 alternative

vLLM

High-throughput open-source LLM inference engine

#4 alternative

Ollama

Run open LLMs locally with a single command.

#5 alternative

Anyscale

Managed Ray for scaling AI and Python workloads

#6 alternative

SkyPilot

Open-source framework to run AI workloads on any cloud, cluster, or GPU

#7 alternative

OpenRouter

One API for hundreds of AI models across providers.

#8 alternative

GoModel

Open-source self-hosted AI gateway putting 31 providers behind one endpoint

#9 alternative

Civitai

Open model hub and image generator for Stable Diffusion, LoRAs and custom checkpoints

#10 alternative

Plandex

Open-source terminal AI coding agent built for large, multi-file projects

#11 alternative

LlamaIndex

Data framework for LLM apps and knowledge agents

#12 alternative

Kilo Code

Open-source, model-agnostic AI coding agent for VS Code and JetBrains