Best Alternatives to llama.cpp

Envoy AI Gateway

LLM Providers· aigateway.envoyproxy.io

Open source

Open-source Envoy Gateway extension for routing, policy, observability, and unified access across generative AI providers.

Groq

LLM Providers· groq.com

Freemium

Hosted low-latency LLM inference API for open models and cost-sensitive apps.

KServe

LLM Providers· kserve.github.io

Open source

Kubernetes-native inference platform for serving predictive and generative AI models at scale.

LiteLLM

LLM Providers· litellm.ai

Open source

Open-source LLM gateway and SDK that standardizes access to 100+ model providers with routing, logging, guardrails, and spend controls.

LMCache

LLM Providers· lmcache.ai

Open source

KV-cache layer for LLM serving that reduces latency and cost for repeated or shared model context.

Mistral AI

LLM Providers· mistral.ai

Freemium

Open and commercial model APIs for efficient inference.

OpenAI API

LLM Providers· platform.openai.com

Freemium

Model APIs for assistants, embeddings, retrieval, and production AI apps.

OpenRouter

LLM Providers· openrouter.ai

Freemium

Model routing API with live model catalog metadata for comparing providers, fallbacks, and cost controls.

Replicate

LLM Providers· replicate.com

Freemium

Cloud API and hosting platform for running, fine-tuning, and deploying open and custom AI models without managing GPU infrastructure.

SGLang

LLM Providers· docs.sglang.io

Open source

Fast open-source serving framework for LLM and vision-language model programs with structured generation and runtime optimization.

vLLM

LLM Providers· docs.vllm.ai

Open source

High-throughput open-source inference and serving engine for LLMs with OpenAI-compatible APIs and production deployment patterns.