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Jfrog Ltd (FROG) — Quality & forensics

As of 2026-10-12 — refreshed nightly. Closelooknet readings from an investment research diary, not ratings or advice.

The Closelooknet module scores

47 /100 composite · 7 modules · software-infra weight set

Scores are computed nightly across the coverage universe and read relative to it — the methodology lives in the company-scoring explainer.

Financial forensics — the academic screens

16.18 Altman Z-Score

Sits in the safe zone (above 2.99). The Z-Score estimates financial-distress risk from five balance-sheet and earnings ratios.

5/8 Piotroski F-Score

Nine binary fundamental-strength checks across profitability, leverage and operating efficiency.

-2.95 Beneish M-Score

Screens reported earnings for statistical manipulation patterns — below the −1.78 manipulation-risk threshold. A screen, not an accusation.

Continue: the FROG chart & overview · the earnings record

FAQ · from the current data · as of 2026-10-12

Quick answers

What is Jfrog Ltd's Closelooknet quality reading?

The composite reads 47/100 across 7 modules, as of 2026-10-12: valuation 12, quality 38, growth 64, balance sheet 79, cash quality 55, capital allocation 9, momentum 88. Closelooknet scores are research diary readings, not ratings or investment advice.

What is Jfrog Ltd's Altman Z-Score?

16.18, which sits in the safe zone (above 2.99) as of 2026-10-12. The Altman Z-Score estimates financial distress risk from five balance-sheet and earnings ratios.

What is Jfrog Ltd's Piotroski F-Score?

5 of 8, as of 2026-10-12. The F-Score counts nine binary fundamental-strength signals across profitability, leverage and operating efficiency.

What does Jfrog Ltd's Beneish M-Score indicate?

-2.95 — below the −1.78 manipulation-risk threshold, as of 2026-10-12. The M-Score screens reported earnings for statistical manipulation patterns; it is a screen, not an accusation.

Mentioned on Closelooknet

Where FROG appears in the diary — 2 pieces, newest first. Every link is our own writing.

Dailies

Related in the Closelooknet universe

then Software - Application. Scored names rank on their Closelooknet score; names without one rank on trend state — above or below their 50- and 200-day averages — never on a score they do not carry.