Quick Summary — LYTS scores higher on quality with 9.8/10 vs MSAI's 4.6/10. LYTS trades at $24.09 while MSAI trades at $5.45. Both analyzed daily using SEC EDGAR data across 13 institutional models.
LYTS scores higher with a 9.8/10 quality rating vs MSAI's 4.6/10. Both stocks are analyzed daily using SEC EDGAR filings across 13 independent models.
At $24.09, LYTS trades +84.1% above its Bayesian DCF fair value of $3.82, while MSAI at $5.45 trades +37.7% below its estimate of $7.50. LYTS shows a wider gap between price and intrinsic value.
LYTS earns a Quality of Company score of 9.8/10 compared to MSAI's 4.6/10. This is a significant quality gap — the higher-scoring company demonstrates materially stronger fundamentals across profitability, growth consistency, and balance sheet health. The QOC score synthesizes 32 signals spanning profitability margins, revenue growth, free cash flow, capital allocation, and leverage.
LYTS carries a SAFE value trap risk (23/100) while MSAI shows SAFE risk (24/100). Both companies show manageable value trap risk, suggesting their current valuations are not artificially depressed by fundamental deterioration.
Both LYTS and MSAI operate in Electronic Components, which has 46 stocks tracked by CirclFi. Same-industry comparisons provide the most direct insight into relative valuation since both companies face similar regulatory environments, market dynamics, and competitive pressures. Both companies are analyzed with models spanning intrinsic (Bayesian DCF, EPV), scenario-based (First Chicago), regime-switching (Markov DDM, RCMH-DCF), machine learning (ML-RIV, FTNN), and ensemble methods (CUCE).
11 hidden models compare LYTS vs MSAI differently — including EROIC Spread, First Chicago, Markov DDM, PWERM, and 7 more. Some may disagree with the 2 you see above.
Bloomberg Terminal: ~$2,000/mo · FactSet: ~$1,000/mo · CirclFi: $0.90/day
See All 13 Models — $0.90/dayWe don’t predict prices. We show you what 13 independent mathematical frameworks say a stock is worth — and let you decide.