Highest Quality Software - Infrastructure Stocks 2026

Top quality Software - Infrastructure stocks in 2026 ranked by Quality of Company score. Multi-factor analysis across 32 fundamental signals.

120 stocks analyzed Updated 2026-05-29
# Ticker Company QOC Price QOC Score
1 ATEN A10 Networks, Inc. 10.0 $29.24 10.0/10
2 FFIV F5, Inc. 10.0 $383.43 10.0/10
3 FTNT Fortinet, Inc. 10.0 $129.70 10.0/10
4 MSFT Microsoft Corporation 10.0 $426.99 10.0/10
5 ACIW ACI Worldwide, Inc. 10.0 $42.40 10.0/10
6 PLTR Palantir Technologies Inc. 9.8 $143.34 9.8/10
7 GCT GigaCloud Technology Inc 9.8 $37.86 9.8/10
8 CHKP Check Point Software Technologi 9.8 $131.33 9.8/10
9 TDC Teradata Corporation 9.8 $31.63 9.8/10
10 OKTA Okta, Inc. 9.6 $94.72 9.6/10
11 G••• Gen ••••• •.• $•••.•• ••.•%
12 A••• AvePoint, ••••• •.• $•••.•• ••.•%
13 C••• Corpay, ••••• •.• $•••.•• ••.•%
14 P••• Progress ••••• •.• $•••.•• ••.•%
15 Y••• Yext, ••••• •.• $•••.•• ••.•%
16 N••• NetApp, ••••• •.• $•••.•• ••.•%
17 T••• Tuya ••••• •.• $•••.•• ••.•%
18 D••• DigitalOcean ••••• •.• $•••.•• ••.•%
19 P••• Paysign, ••••• •.• $•••.•• ••.•%
20 R••• Rapid7, ••••• •.• $•••.•• ••.•%
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How CirclFi Ranks Software - Infrastructure Stocks

CirclFi analyzes 120 Software - Infrastructure stocks daily using 13 independent institutional-grade valuation models. Each model processes SEC EDGAR 10-K and 10-Q financial filings (700+ XBRL tags), FRED macroeconomic data, and GDELT news sentiment.

The highest quality software - infrastructure stocks 2026 ranking uses qoc score as the primary sort criterion. Models span intrinsic valuation (Bayesian DCF with 10,000 Monte Carlo simulations, EPV), scenario analysis (First Chicago), regime-switching (Markov DDM), and machine learning (ML-RIV, FTNN Topology).