Best ZenML Alternatives in 2025
-
ZenMux simplifies enterprise LLM orchestration. Unified API, intelligent routing, and pioneering AI model insurance ensure guaranteed quality & reliability.
-
TensorZero: The open-source, unified LLMOps stack. Build & optimize production-grade LLM applications with high performance & confidence.
-
Build better models and generative AI apps on a unified, end-to-end,open source MLOps platform
-
Helix is a private GenAI stack for building AI agents with declarative pipelines, knowledge (RAG), API bindings, and first-class testing.
-
GoML specializes in Generative AI solutions, collaborating with major players like AWS, Google, Microsoft, and OpenAI.
-
LazyLLM: Low-code for multi-agent LLM apps. Build, iterate & deploy complex AI solutions fast, from prototype to production. Focus on algorithms, not engineering.
-
Jumpstart your project in seconds, bundled with built-in Data Ingestion, Processing, Modeling, Montioring, and Deployment!
-
CentML streamlines LLM deployment, reduces costs up to 65%, and ensures peak performance. Ideal for enterprises and startups. Try it now!
-
Metaflow is a human-friendly Python library that makes it straightforward to develop, deploy, and operate various kinds of data-intensive applications, in particular those involving data science, ML, and AI.
-
Openlayer: Unified AI governance & observability for enterprise ML & GenAI. Ensure trust, security, & compliance; prevent prompt injection & PII leakage. Deploy AI with confidence.
-
Accelerate AI development with Comet. Track experiments, evaluate LLMs with Opik, manage models & monitor production all in one platform.
-
Zenbase simplifies AI dev. It automates prompt eng. & model opt., offers reliable tool calls, continuous opt., & enterprise-grade security. Save time, scale smarter. Ideal for devs!
-
LM Studio is an easy to use desktop app for experimenting with local and open-source Large Language Models (LLMs). The LM Studio cross platform desktop app allows you to download and run any ggml-compatible model from Hugging Face, and provides a simple yet powerful model configuration and inferencing UI. The app leverages your GPU when possible.
-
LlamaFarm: Build & deploy production-ready AI apps fast. Define your AI with configuration as code for full control & model portability.
-
TitanML Enterprise Inference Stack enables businesses to build secure AI apps. Flexible deployment, high performance, extensive ecosystem. Compatibility with OpenAI APIs. Save up to 80% on costs.
-
ManyLLM: Unify & secure your local LLM workflows. A privacy-first workspace for developers, researchers, with OpenAI API compatibility & local RAG.
-
Build private GenAI apps with HelixML. Control your data & models with our self-hosted platform. Deploy on-prem, VPC, or our cloud.
-
Flowstack: Monitor LLM usage, analyze costs, & optimize performance. Supports OpenAI, Anthropic, & more.
-
Zo: The intelligent cloud computer. Unify your digital workspace with AI for powerful automation, custom apps & deep research. Own your data.
-
ModelOp is the leading AI Governance software that helps enterprises safeguard all AI initiatives — including generative AI, Large Language Models (LLMs), in-house, third-party vendor, and embedded systems — without stifling innovation
-
Laminar is a developer platform that combines orchestration, evaluations, data, and observability to empower AI developers to ship reliable LLM applications 10x faster.
-
Build powerful AI apps with Mastra, an open - source Typescript agent framework. It offers model routing, agent memory, workflow graphs, a dev environment, RAG, easy deployment, and evals. Create AI agents with memory, execute functions, and chain LLM calls in deterministic workflows. Simplify AI development today!
-
Build, manage, and scale production-ready AI workflows in minutes, not months. Get complete observability, intelligent routing, and cost optimization for all your AI integrations.
-
Opik: The open-source platform to debug, evaluate, and optimize your LLM, RAG, and agentic applications for production.
-
LLM Gateway: Unify & optimize multi-provider LLM APIs. Route intelligently, track costs, and boost performance for OpenAI, Anthropic & more. Open-source.
-
Datawizz helps companies reduce LLM costs by 85% while improving accuracy by over 20% by combining large and small models and automatically routing requests.
-
Meta's Llama 4: Open AI with MoE. Process text, images, video. Huge context window. Build smarter, faster!
-
AirMCP offers a single, unified tool that connects your AI to Gmail, Slack, GitHub, Google Sheets, and 20+ other popular applications.
-
Robust and modular LLM prompting using types, templates, constraints and an optimizing runtime.
-
Powerful model serving and orchestration for your AI & ML projects, without the hassle of managing Kubernetes & cloud infrastructure.