Lowest cold-starts to deploy any machine learning model in production stress-free. Scale from single user to billions and only pay when they use.




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👋 Hi Product Hunt!
I'm Aishwarya, co-founder of Inferless with @nilesh_agarwal22 . We're thrilled to officially launch Inferless today!
Background Story: Two years ago, while running an AI-powered app startup, we hit a big wall: deploying AI models was expensive, complicated, and involved lots of idle GPU costs. The process simply didn’t make sense, so we decided to fix it ourselves.
Inferless is a Serverless GPU inference platform that helps developers deploy AI models effortlessly:
✅ Instant Deployments: Deploy any ML model within minutes—no hassle of managing infrastructure.
✅ Ultra-Low Cold Starts: Optimized for instant model loading
✅ Auto-Scaling & Cost-Efficient: Scale instantly from one to millions and only pay for what you actually use.
✅ Flexible Deployment: Use our UI, CLI, or run models remotely—however you prefer.
Since our private beta, we've processed millions of API requests and helped customers like Cleanlab, Spoofsense, Omi, Ushur etc move their production workloads to us.
And now, Inferless is open for everyone—no waitlists, just sign up and deploy instantly!
Feel free to ask me anything in the comments or provide any feedback. Your feedback and support mean the world. 🙌
Helpful links:
Docs: docs.inferless.com
Website: inferless.com
Looking forward to see what you ship with Inferless! Also, thank you @fmerian for hunting us! 💚
@aishwaryagoel_08 congratulations! let's go
@nilesh_agarwal22 @aishwaryagoel_08 Congrats on the launch, Aishwarya and team! 🚀 Inferless looks like a much-needed step forward in AI infra.
how would you compare Inferless with alternatives like Modal, Banana, or Replicate? Particularly around cold starts, GPU utilization, and pricing transparency? 🔍
Also wondering: any plans to support fine-tuning or model training in the future, or is the focus staying purely on inference?
Excited to see how you reshape AI deployment! ⚡️
Congratulations on the launch, Inferless! It's inspiring to see how you've turned deployment challenges into a streamlined, cost-efficient solution. As a long time, data scientist and data engineer this looks like a great tool to utilize. Wishing you continued success and can’t wait to see what comes next!
Been using Inferless since 1.5 years now. Absolutely seamless product and their support is awesome! They made deploying models to GPUs super easy for small team like ours and are always available incase of any questions or problems. Also their shared GPU pricing is not something I have seen anywhere. Love the product!
Infersess sounds like abreakthroughger for deploying machine learning models! The stress-free and scalable approach is really impressive. Great job! 👍
It’s super cool how easy GPU deployment has become — and the cost savings are a huge bonus! Wish you good luck with the launch! 🎉
@kay_arkain Thanks a lot! Do try us out
ML deployment made easy - no cold starts, scalable, and PAYG. Perfect for devs who want to focus on building, not infrastructure headaches. Kudos to the team.
@ashish_bedi Thank you so much Ashish. Do give Inferless a spin for your usecases.