- information Richness
- B-level information richness. Liberty Energy has SEC filings including the Q2 2026 Form 10-Q filed July 23, 2026, the Q2 2026 earnings release and call transcript, coverage from 13 analysts, and liquid market data, but it is a mid-cap energy service company without the depth of coverage that larger integrated peers receive. The August 4, 2026 full refresh re-fetched and re-validated the key figures: the $18.78 reading, $3.06 billion market cap, $4.20 billion TTM revenue, $555.36 million cash, $1.292 billion total debt net of deferred financing costs, $1.964 billion equity, and Q2 2026 revenue of $1.19 billion and net income of $43 million, which matched across StockAnalysis.com, Barchart, SEC EDGAR XBRL, the earnings release, the earnings call transcript, and the Q2 2026 Form 10-Q.
- bias Check
- The main AI research risk is anchoring to the run from the $9.90 52-week low to the $34.48 52-week high and then to the roughly 22% post-earnings collapse, which creates recency bias in both directions. The mirror-image check asks whether the stock is cheap after the drawdown or expensive on a forward basis: the trailing P/E near 25.6x sits on collapsing earnings, the forward P/E near 81x prices in a large earnings recovery, and consensus free cash flow for 2026 is deeply negative because of the power build-out. Another bias risk is over-weighting the analyst Buy consensus and the $29.81 average target, which still sits about 59% above the price while every major firm cut its target after Q2.
- ai Confidence
- High for filings, market data, Q2 2026 results, balance sheet math, and valuation ratios that cross-validated across StockAnalysis.com, Barchart, SEC EDGAR XBRL, the Q2 2026 earnings release, the Q2 2026 Form 10-Q, and the earnings call transcript during the August 4, 2026 refresh. StockAnalysis.com reports total debt of about $1.61 billion under S&P Global classification, which includes finance and operating leases, while the Q2 2026 Form 10-Q reports total debt of $1.292 billion net of deferred financing costs, consisting of $1.295 billion of 0% convertible senior notes due 2031 and 2032, a $32 million term loan, and no revolving credit borrowings at June 30, 2026; this page uses the 10-Q figure as primary. Medium for forward valuation because frac pricing, commodity prices, power offtake signings, and the pace of power generation investment can change quickly.
- investment Certainty
- Low-medium. Liberty Energy operates in a cyclical industry where earnings and cash flow depend on natural gas and oil prices, E&P customer budgets, frac market supply and demand, and now the execution and funding of a multi-billion-dollar power generation build-out. The forward P/E above 80x and deeply negative forecast free cash flow mean the stock price depends on the frac recovery and the power story both working out.