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Databases and developer tools

The 4 companies in this industry listed on the NYSE and Nasdaq are worth $50 bn combined; the largest are MongoDB (MDB), JFrog Ltd (FROG) and GitLab (GTLB). For each one: what it does, revenue, margin, free cash flow over the last five years and a score from 0 to 10.

Data as of October 2026

Comfortable leader
4 companies value 50 bn revenue 5.4 bn margin — free cash flow — avg. score 3.3
MDB holds 56.3% of the group's value, 2.5x the runner-up
Rank Ticker Company Share Value Revenue Margin FCF 5 years FCF/px Yield What it does · why it is here
1 MDB MongoDB
United States · score 4.1
56% 28 bn 2.8 bn 2.1% 0.7 bn 2.3% — MongoDB document database · The world's most widely adopted non-relational database
2 FROG JFrog Ltd
United States · score 2.3
23% 11 bn 0.6 bn -7.3% 0.2 bn 1.5% — Software supply chain management platform · California — assets of $1.5bn
3 GTLB GitLab
United States · score 2.3
18% 8.9 bn 1.1 bn -5.0% 0.2 bn 2.4% — Software development and DevSecOps platform · Complete DevSecOps platform; the main alternative to GitHub
4 PRGS PROGRESS SOFTWARE CORP /MA
United States · score 4.7
4% 1.7 bn 1.0 bn 9.2% 0.3 bn 18.5% 0.0% Software to develop and manage AI-powered applications · Massachusetts — assets of $2.3bn

Other industries in the same sector

and 31 industries more
What this is. A catalogue, not a guide. Every industry with stocks listed on the NYSE or NASDAQ, the companies contending for its leadership, what each one does according to its own annual report, and the balance sheet it filed with the SEC.

The score runs from 0 to 10 and compares each company with every other one in the almanac on cash generation, profitability, debt, dividends and consistency over the last five years. The higher it is, the better the company fares in that comparison. Curious how much each part weighs? Ask at the bottom of the page.

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