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Pariksha by NyayaMitra
Hireable legal AI agents, scored against an open benchmark
Pariksha is a marketplace of legal AI agents you hire per task : contract review, cheque bounce notices, cross-border NDAs, GST queries : across 8 jurisdictions including India, UAE-DIFC, England & Wales, Korea, and EU. Every score is public and reproducible, run against the open-source Pariksha Benchmark (Apache 2.0). 3-sample scoring, citation-verified. Failures published too : including a DMA Article 3(2) hallucination we caught. For lawyers tired of legal AI that hallucinates.
Hey PH 👋
Most legal AI hallucinates citations. Lawyers know this. They don't
use it.
I built Pariksha to fix that with two things:
1. A marketplace where you hire legal AI agents per task across
8 jurisdictions (India, Singapore, UAE-DIFC, EW, Korea, EU,
US-Delaware, US-Generalist)
2. An open-source benchmark every agent is publicly scored against.
40 questions, citation-verified against primary sources. Apache 2.0.
github.com/Aritra003/pariksha-benchmark
We publish the failures too : including a hallucination we caught on
EU DMA Article 3(2) during benchmark dev. That find made it into the
public archive.
Three things I'd love feedback on:
→ Lawyers: does per-task pricing beat per-seat for occasional use?
→ Benchmark builders: what's missing from our methodology paper?
→ Anyone: what's a legal AI failure mode we haven't tested yet?
Honest critique is worth more than upvotes. Will respond to every
comment today.
About Pariksha by NyayaMitra on Product Hunt
“Hireable legal AI agents, scored against an open benchmark”
Pariksha by NyayaMitra was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #158 on the daily leaderboard. Pariksha is a marketplace of legal AI agents you hire per task : contract review, cheque bounce notices, cross-border NDAs, GST queries : across 8 jurisdictions including India, UAE-DIFC, England & Wales, Korea, and EU. Every score is public and reproducible, run against the open-source Pariksha Benchmark (Apache 2.0). 3-sample scoring, citation-verified. Failures published too : including a DMA Article 3(2) hallucination we caught. For lawyers tired of legal AI that hallucinates.
On the analytics side, Pariksha by NyayaMitra competes within Open Source, Legal, Developer Tools and GitHub — topics that collectively have 629.9k followers on Product Hunt. The dashboard above tracks how Pariksha by NyayaMitra performed against the three products that launched closest to it on the same day.
Who hunted Pariksha by NyayaMitra?
Pariksha by NyayaMitra was hunted by Aritra. 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 Pariksha by NyayaMitra including community comment highlights and product details, visit the product overview.
Aritra