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crunr
Launch and run any compute job on AWS with 1 command
crunr — run it, ghost it. GPU compute is $1.5/hr. But your real bill looks like this: - Idle time sitting there: $800/mo - Infra team to manage it: $3,000/mo - Failed setups and debugging: days lost - 3am emergency fixes: priceless crunr fixes all of it. $ crunr run train.py --gpu Spins up → runs → terminates. You pay for compute only. Nothing else. No idle bills. No DevOps. No lingering servers. Built for ML researchers, indie AI builders, and startup teams who just want their job to run.
Top comment
Hey PH 👋 I'm Sandeep, the infra guy my data science team DM'd every time they needed GPUs. We had a ₹9,000/day GPU server. And a Slack thread. The message was always the same: "GPU's free, who wants it next?" If nobody replied fast enough, the meter kept going🔥. Full rate. Whether anyone was training or not. I ran the numbers. 65% idle. We were paying for a machine doing absolutely nothing most of the day. Renting compute per day when you need it per job is like hiring a full-time delivery driver because you order food three times a week. So I built crunr. $ crunr run train.py --gpu Spins up → runs → saves your outputs → terminates. Job done; instance gone. Every time. No exceptions. No controller VM. No SaaS layer. No data moving through infrastructure we control, because there is no infrastructure we control. Your AWS. Your CloudTrail. Your data. A 3-hour training run now costs ₹170. Between runs: ₹0. Not rounded. Exactly zero. No more Slack thread. No more idle bills. No more 3am fixes. Just crunr run. Free to start 👇
About crunr on Product Hunt
“Launch and run any compute job on AWS with 1 command”
crunr launched on Product Hunt on May 26th, 2026 and earned 99 upvotes and 8 comments, placing #14 on the daily leaderboard. crunr — run it, ghost it. GPU compute is $1.5/hr. But your real bill looks like this: - Idle time sitting there: $800/mo - Infra team to manage it: $3,000/mo - Failed setups and debugging: days lost - 3am emergency fixes: priceless crunr fixes all of it. $ crunr run train.py --gpu Spins up → runs → terminates. You pay for compute only. Nothing else. No idle bills. No DevOps. No lingering servers. Built for ML researchers, indie AI builders, and startup teams who just want their job to run.
On the analytics side, crunr competes within Developer Tools and Tech — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how crunr performed against the three products that launched closest to it on the same day.
Who hunted crunr ?
crunr was hunted by Sandeep Singh. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of crunr including community comment highlights and product details, visit the product overview.