Best Flyte Alternatives in 2025
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Skyflo.ai: AI agent for Kubernetes. Troubleshoot & manage clusters with natural language. Open source & secure.
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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.
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Fly.io transforms containers into micro-VMs that run on our hardware in 30+ regions on six continents.*
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Fleak is a low-code serverless API Builder for data teams that requires no infrastructure and allows you to instantly embed API endpoints to your existing modern AI & Data tech stack.
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Dagster is the unified control plane for your data and AI Pipelines, built for modern data teams. Break down data silos, ship faster, and gain full visibility across your platform.
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Kestra: Open-source declarative orchestration. Simplify & unify all your workflows – data pipelines, infra, business – with unified UI & code.
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Flytest revolutionizes QA. Automate testing with AI & no-code, generate test cases instantly, and ship web & mobile apps faster with confidence.
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Hatchet: Durable workflow orchestration for scalable distributed apps & AI. Guarantee task completion, build resilient systems, ditch complex queues.
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Fleek: Deploy AI Agents & Web Apps fast. Secure, scalable platform with global edge network & CI/CD. Code, don't manage infra.
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Prefect: Modern workflow orchestration for data & ML engineers. Streamline pipelines with pure Python, full visibility, quick recovery. Run anywhere. Ideal for automation & collaboration.
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Build cheaper, faster, smarter custom AI models. FinetuneDB helps you fine-tune LLMs with your data for better performance & lower costs.
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Simplify workflow orchestration, scalability, and observability to modernize applications and accelerate development, all on the Orkes Workflow Orchestration Platform
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Accelerate Kubernetes development with Okteto's automated cloud dev environments. Get instant code sync & shareable preview environments. Stop waiting!
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SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
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Scale enterprise Generative AI & agentic workflows securely in your VPC with TrueFoundry. Achieve data sovereignty, cut costs, & boost GPU efficiency.
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ByteNite lets you run distributed workloads at scale—no cluster setup, no YAML. Get the power of containers with the simplicity of serverless. Just write code, define your fan-out/fan-in logic, and let our platform handle the rest.
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Ray is the AI Compute Engine. It powers the world's top AI platforms, supports all AI/ML workloads, scales from laptop to thousands of GPUs, and is Python - native. Unlock AI potential with Ray!
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Foundry is a cloud platform with on-demand NVIDIA GPUs. Offers reserved/spot instances, high-performance networking, and enterprise-grade security. Ideal for AI devs. Accelerate your work!
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Bytewax is an open-source Python framework for scalable dataflows. Process real-time streams 5x faster, lower TCO. Python-native, easy deployment. Ideal for GenAI, IoT, real-time ML. Streamline your data processing!
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Temporal: Build exceptionally reliable distributed apps with durable execution. Focus on logic, not complex failures. Ship faster.
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LambdaTest: The AI testing cloud for dev & QA. Accelerate software testing, automate across 3000+ browsers/devices, and ship faster with confidence.
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Leap AI: Build & deploy production-ready full-stack apps fast to your AWS/GCP cloud. Accelerate development & keep control.
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Refuel is a platform to clean, structure and transform your data at scale and superhuman quality by leveraging state-of-the-art large language models (LLMs).Refuel Overview
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CoreWeave is a specialized cloud provider, delivering a massive scale of NVIDIA GPUs on top of the industry’s fastest and most flexible infrastructure.
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Bring battle-tested MLOps and LLMOps practices to evaluate, monitor, and deploy AI applications at scale
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ML is difficult, so is finetuning. But what if you could get your text-to-image model, or your LLM finetuned in no time? FinetuneFast is the ML model boilerplate to finetune and ship AI models and SaaS in production.
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Lumigo: AI observability for microservices. Troubleshoot faster with AI-powered insights. Trace, log, & optimize your apps.
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Dreamflow: AI-powered, browser-based Flutter app builder. Develop cross-platform apps with AI code generation, visual UI, and instant deployment. No installs needed.
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FastRouter.ai optimizes production AI with smart LLM routing. Unify 100+ models, cut costs, ensure reliability & scale effortlessly with one API.
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Build with AI or code, deploy instantly. One platform with everything you need to make real apps live.