propfirms_compare

io.github.LuxAlgo/luxalgo-mcp-server · Verify this server

Simulate the SAME trader across several challenges (directory references and/or inline specs, up to 12) under identical options and seed, and return one row per challenge sorted by expected value. THIS IS NOT A RANKING: rows are ordered by EV for the caller's specific inputs - trader stats, risk sizing, and options - and a different trader profile reorders them. The tool computes data for the user's own decision; it implies no endorsement, league table, or recommendation of any firm, and results should be presented that way ('best EV for these inputs', never 'best firm'). Each row carries perAttemptPassProbability, fundedProbability, expectedAttempts, expectedCost, evTotal, pEvPositive, daysToFundedP50, and the challenge's flagsNotSimulated - challenges with more unsimulated rules have optimistic numbers, so compare flags alongside EV, not EV alone. Consistency rules and funded payout gating ARE simulated (engine v1), so EV already reflects them where a ruleset has them. For full per-challenge distributions run propfirms_simulate on the interesting rows. UNITS: every *Pct rule field and every percent-mode risk value is in PERCENT UNITS (5 = 5%, 0.5 = 0.5%). The one exception is winRate, which is a FRACTION in [0, 1] (0.55 = 55% winners). Probabilities in results are fractions in [0, 1]. DETERMINISM: identical inputs including `seed` reproduce byte-identical results on any platform. Include the seed and path count when reporting numbers so users can reproduce them exactly; re-run with a few different seeds to gauge Monte Carlo spread. ASSUMPTIONS: every result carries assumptions.flags - dataset-declared rules the engine does NOT simulate (e.g. scaling plans or soft daily lockouts, which make real odds worse than simulated) plus engine simplifications - and assumptions.disclaimer. These are material: always surface the flags and the disclaimer to the user alongside the numbers, never just the headline probability. Results are distributions under stated assumptions, not promises.