
How hard can it be to price a token on-chain? (very)
What happens between fetch(“api.jup.ag/price/v3”) and the number you get back.
Last-swap pricing, path derivation, heuristic filters, and why your token is missing from the response.
Anmol·PriceMar 20, 2026


Ultra vs Metis: Execution Engine or Routing Primitive
Should you integrate Ultra or Metis? A technical comparison between Jupiter’s Swap APIs offering
both execution engine or routing primitive options. Find out which one is right for you.

YY and Anmol·SwapJan 16, 2026



600 Lines of Code Nobody Asked For
Better execution, zero infrastructure, faster shipping. Why teams should just use Ultra V3.
Anmol·SwapNov 12, 2025


Ultra V3: The Ultimate Trading Engine
A technical deep dive into Jupiter’s most comprehensive trading engine, Ultra V3,
featuring exclusive new capabilities: Iris, Jupiter Beam, and Predictive Execution.
Learn how it redefines swap execution and brings major improvements across every
aspect that matters.
YY·SwapOct 15, 2025


Metis v7
Metis is now an independent public good at metis.builders with a new access model for v7. This separation
establishes Metis as a standalone instruction-level swap primitive for builders who need full control
over transaction execution. Additionally, Metis Binary moving forward will require authenticated access
with a staked JUP requirement.
YY·SwapNov 17, 2025

