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Feedback Bench by Enterpret
AI agents, ranked weekly by what users actually say
Feedback Bench ranks AI agents by what users actually say about them. Our first bench covers coding agents. We read 287,903 posts from 101,338 users across Reddit, X and beyond, and scored 17 agents on 63 criteria in 9 areas. Benchmarks tell you what's possible. Users tell you what's real. Compare any two head to head, see where each wins on price, limits and reliability, and find the best fit for how you work. New rankings every week, with personal agents up next. Built by Enterpret.
Hey Product Hunt 👋 my name is Jeff and I'm with the team here at Enterpret.
Everyone has a favorite coding agent, and everyone is pretty sure theirs is the best. Benchmarks don't settle the argument. They tell you what an agent can do on a test set, not what it's like to live with one every day, with real limits, real sessions and a real bill.
Making sense of what customers say is what we do at Enterpret, so we pointed that at coding agents. We read 285,697 posts from 98,493 developers about 17 agents, sorted everything they said into 63 criteria across 9 areas, and scored every agent on each one.
A few things surprised us. Price tracks how much people love an agent more closely than anything else we measured. Some things almost never earn praise no matter how well they work, like getting billing right or not getting stuck in a loop. And the agent at the top changes depending on what you care about, which is why you can compare any two head to head and see exactly where each one wins.
Rankings update every week as new posts come in.
Coding agents are just the first bench. Personal agents are next, and we plan to cover more AI categories after that.
Tell us which agent you use and whether the rankings match your experience. If something looks off, we want to hear it.
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About Feedback Bench by Enterpret on Product Hunt
“AI agents, ranked weekly by what users actually say”
Feedback Bench by Enterpret was submitted on Product Hunt and earned 8 upvotes and 1 comments, placing #69 on the daily leaderboard. Feedback Bench ranks AI agents by what users actually say about them. Our first bench covers coding agents. We read 287,903 posts from 101,338 users across Reddit, X and beyond, and scored 17 agents on 63 criteria in 9 areas. Benchmarks tell you what's possible. Users tell you what's real. Compare any two head to head, see where each wins on price, limits and reliability, and find the best fit for how you work. New rankings every week, with personal agents up next. Built by Enterpret.
Feedback Bench by Enterpret was featured in Developer Tools (521.5k followers), Artificial Intelligence (481.6k followers) and Tech (635k followers) on Product Hunt. Together, these topics include over 390.4k products, making this a competitive space to launch in.
Who hunted Feedback Bench by Enterpret?
Feedback Bench by Enterpret was hunted by Jeff Chase. 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.
Want to see how Feedback Bench by Enterpret stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Jeff Chase
Hey Product Hunt 👋 my name is Jeff and I'm with the team here at Enterpret.
Everyone has a favorite coding agent, and everyone is pretty sure theirs is the best. Benchmarks don't settle the argument. They tell you what an agent can do on a test set, not what it's like to live with one every day, with real limits, real sessions and a real bill.
Making sense of what customers say is what we do at Enterpret, so we pointed that at coding agents. We read 285,697 posts from 98,493 developers about 17 agents, sorted everything they said into 63 criteria across 9 areas, and scored every agent on each one.
A few things surprised us. Price tracks how much people love an agent more closely than anything else we measured. Some things almost never earn praise no matter how well they work, like getting billing right or not getting stuck in a loop. And the agent at the top changes depending on what you care about, which is why you can compare any two head to head and see exactly where each one wins.
Rankings update every week as new posts come in.
Coding agents are just the first bench. Personal agents are next, and we plan to cover more AI categories after that.
Tell us which agent you use and whether the rankings match your experience. If something looks off, we want to hear it.
- Jeff