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Reppo benchmarks its Eval API against Jev

Reppo's weekly update says its Eval API, served by 5 Orquestra nodes, matched Jev's speed and cost 15% less, while positioning Jev for repetitive tasks with known answers.

Joey Horvitz
@joey_horvitzArchived 13 days agoOriginally posted 2026.10.16
Reppo benchmarks its Eval API against Jev
Joey Horvitz @joey_horvitzOriginally posted 2026.10.16
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Another big week of shipping at @reppo. Here’s what’s going on: 1️⃣ Eval Lite is live. Real-time evaluation with every verdict verifiable onchain, so you’re not trusting one provider’s judgment. The network served 500+ new evals this week across answers, plans, traces, and artifacts, with a 99% settlement rate. Target is 5K API requests by end of month. Try it at http://eval.reppo.xyz, first 10 are free. 2️⃣ The week of October 21st, you’ll be able to ask Reppo directly. We’re shipping a mascot agent for day-to-day decisions: ask a subjective question, get a trust score, confidence level, and recommendation back. No execution yet, just judgment you can act on. Decision support for everyone, not just developers with an API key. 3️⃣ We started benchmarking the Eval API against JEV. Initial results: with just 5 Orquestra nodes serving requests, we matched JEV’s speed and beat it on cost by 15%. The difference is what each one is for. JEV targets repetitive tasks with known answers. Reppo handles subjective, high-volume decisions where the right answer isn’t known up front. Think of it as decentralized JEV. Full benchmark coming, and we’re in final stages with a world model team using the Eval API for recursive feedback loops. 4️⃣ Product polish shipped across the board. New landing page at http://eval.reppo.xyz so you know what to do the moment you arrive. http://reppo.ai is being redesigned with a cleaner explore page, new resources section, and simpler navigation. And http://docs.reppo.ai is fully refreshed for the Eval API, from concepts to endpoint reference. 5️⃣ The core protocol keeps compounding. 904M total volume traded, with 1B in sight. 5M new votes this week. Network fees past 9.5M $REPPO. 20 datanets across Base and Robinhood Chain. Lock renewal holds at 97 to 98% and over 28% of circulating $REPPO is locked and off the market. ⛽

x.com/joey_horvitz/status/2111123655165903215Archived 2026.10.17 10:05