#1Vercel★ Buy· free★ 4.5 · 164 reviews The frontend cloud — deploy, scale, and iterate on web applications instantly.
The hosting platform that became a framework opinion
Vercel remains the most productive way to ship a Next.js or React app to production. Pricing has matured, the AI tier is genuinely useful, but you are buying into a platform opinion that is hard to walk back.
Serverless compute for AI — run Python functions on GPUs with one decorator, no infra to manage.
Serverless Python compute that feels like local
Modal is the best developer experience for running Python workloads (ML, data pipelines, batch jobs) in the cloud. Pricing is fair and the developer experience is genuinely delightful.
Run open-source AI models via API — thousands of image, video, and audio models with one HTTP call.
The marketplace for open-source AI models
Replicate makes it trivially easy to run open-source models via API. Cold starts and pricing at scale are the recurring complaints, but for prototyping and specialty models there's nothing better.
#4Groq★ Cautious-Buy· starter Ultra-low-latency LLM inference on custom LPU chips — the fastest way to serve open-weights models.
The fastest inference you can buy
Groq's LPU inference delivers latency that no GPU-based competitor matches. But the model selection is limited and capacity constraints have been a real headache for production customers.
Open-source tool that scans Kubernetes clusters and uses LLMs to explain failures in plain English.
CNCF GitOps toolkit for Kubernetes — a set of controllers that keep clusters in sync with Git repositories.
Infrastructure-as-code CI/CD platform — policy-driven workflows for Terraform, OpenTofu, Pulumi, and Kubernetes.
Remote state and operations platform for Terraform and OpenTofu with a hierarchical environment model.
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