- information Richness
- B-level information richness. nLIGHT has public SEC filings including the Q1 2026 Form 10-Q, analyst coverage from 9 firms with a Strong Buy consensus, and active market data, but it is a small-cap with limited media attention and a short public history since IPO in 2018. The August 4, 2026 full refresh re-fetched and re-validated the key figures: the $71.25 live reading at 12:28 PM EDT, $4.02 billion market cap consistent with $71.25 times 56.41 million shares, $289.84 million TTM revenue, TTM net loss of -$14.73 million, and the balance sheet figures of $332.59 million cash and investments, $35.58 million total debt, and $297.01 million net cash, which matched across StockAnalysis.com and SEC EDGAR XBRL company-concept JSON.
- bias Check
- The main AI bias risk is recency anchoring because the July 9, 2026 JLWS contract generated intense short-term momentum and a 254.55% 52-week gain. This page separates verified contract news from execution risk, checks the mirror-image risk of chasing a post-catalyst spike, and asks what the stock would look like without the contract announcement. The reverse check also flags confirmation bias from a 9-analyst Strong Buy consensus with a $90.71 average target.
- ai Confidence
- High for filings, market data, Q1 2026 results, balance sheet math, and valuation ratios that cross-validated across StockAnalysis.com, SEC EDGAR XBRL company-concept JSON, Barchart, and the July 2026 JLWS announcement during the August 4, 2026 refresh. Lower for forward return estimates because Q2 2026 earnings had not been reported as of the cutoff and JLWS revenue recognition, contract milestones, and multiple assumptions are uncertain.
- investment Certainty
- Low. nLIGHT has strong net cash and a transformative contract, but the company is still TTM unprofitable, trades at an extreme valuation of 152.37x forward earnings, and depends on defense contract execution, which carries timeline, budget, and political risks.