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JFrog Ltd receives a 2-star quantitative star rating, illustrating our stance that this share class is a somewhat unattractive choice, and investors should look elsewhere for more fruitful opportunities. The stock currently trades at a 32% premium over our quantitative fair value estimate of $77.18 per share; however, this estimate should be taken with a pinch of salt due to its high uncertainty rating.

The firm's valuation metrics weaken our estimated fair value. A company's valuation metrics provide insights into the market's expectations for its future growth and profitability. Reflecting the firm's valuation is its enterprise value to EBITDA ratio of 90.9, which falls in the top 10% globally. This suggests that the value of its enterprise value, or the value of its shares and debt, is a high multiple of the generated EBITDA. We believe this is a sign that shares could be overvalued.

The firm's lack of profitability is an additional cause for concern. Companies with low profitability are often less resilient in recessions and are likely to generate weaker future cash flows for shareholders. The firm's sales yield of 5.3%, a core component of profitability, ranks in the bottom 10% globally. This company's inability to generate significant sales growth without meaningful capital investment is a challenge, which further promotes our unfavorable price/fair value ratio.

In addition to the aforementioned drivers, our model considers momentum as part of its comprehensive analysis. This share class has outperformed the broader universe over the past year. This outperformance may signify a bull trap, in light of other detractors from our model.

With its quantitative economic moat rating of none, this business is unlikely to consistently outearn its cost of capital without structural protection from competition. Additionally, the firm's moderate financial health score suggests it is acceptably positioned against adverse economic circumstances.