2021 US Software

Financial Strength Rankings using Artificial Intelligence

Top rated35 of 141
Best rating667 %
Worst rating< 0.001 %
New companies31
Negative Economic Capital Ratio

Quantum Computing Inc climbed 85 positions from 126 to 41 due to its excellent Stockholders Equity.Golden Nugget Online Gaming Inc lost 112 positions from 1 to 113 due to its bad Stockholders Equity.Luduson G Inc entered the 2021 ranking at rank 1, making it the best newcomer.

Revenues268 B
Assets622 B
Expenses211 B
Stockholders Equity226 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Luduson G Inc666.54%0.0
2Datto Holding CORP651.66%0.0
3Intellicheck Inc628.56%9.0
4GRID Dynamics Holdings INC611.91%0.0
5Twilio INC602.18%3.0
6Aware INC MA586.79%-4.0
7Fastly Inc583.92%8.0
8MCX Technologies Corp565.85%27.0
9Signature Devices INC562.50%0.0
10Smith Micro Software INC556.70%-4.0
11SPS Commerce INC556.30%0.0
12Red Violet Inc553.16%-5.0
13Appfolio INC551.65%32.0
14Corecard Corp547.04%-10.0
15Tyler Technologies INC545.26%-1.0
16PDF Solutions INC541.23%-7.0
17Progress Software CORP MA524.49%2.0
18Destiny Media Technologies INC524.23%-15.0
19Commerce com Inc522.33%0.0
20Jamf Holding Corp519.15%0.0
21Unity Software Inc513.68%0.0
22Channeladvisor CORP512.67%7.0
23Netsol Technologies INC512.33%-7.0
24Zedge Inc506.64%3.0
25Ping Identity Holding Corp504.79%-15.0
26Carecloud Inc502.11%-9.0
27Ansys INC494.05%-7.0
28Logility Supply Chain Solutions INC493.63%-5.0
29Guidewire Software Inc490.34%-7.0
30MiX Telematics Ltd484.12%0.0
31Sharpspring Inc480.39%-5.0
32Alarm com Holdings Inc478.41%-2.0
33Activision Blizzard Inc475.89%-1.0
34Avalara INC475.03%9.0
35National Instruments CORP473.71%-14.0
36Where Food Comes From Inc468.66%-5.0
37Synopsys INC456.62%-4.0
38Hopto Inc456.59%63.0
39Dirtt Environmental Solutions LTD454.10%-15.0
40Manhattan Associates INC450.04%2.0
41Quantum Computing Inc449.41%85.0
42Sprout Social Inc445.81%0.0
43Citrix Systems INC434.57%-5.0
442U LLC433.07%0.0
45Qualys INC431.52%-6.0
46Cloudflare Inc430.51%-41.0
47Cerence Inc427.87%0.0
48Appian CORP425.81%-2.0
493D Systems CORP420.97%-12.0
50Solarwinds Corp415.28%-3.0
51Black Knight Inc414.17%0.0
52Soundthinking INC407.84%-2.0
53Intuit INC400.90%-19.0
54Datadog Inc400.38%-36.0
55Elys BMG Group Inc399.62%27.0
56Bottomline Technologies INC394.76%-16.0
57Bandwidth Inc389.75%-44.0
58Porch Group Inc388.11%0.0
59Elastic N V384.61%-11.0
60Realpage Inc384.54%-1.0
61Altair Engineering Inc380.41%-12.0
62Firefly Neuroscience INC379.23%-7.0
63PTC INC.371.72%-11.0
64Q2 Holdings Inc370.17%1.0
65Sailpoint Technologies Holdings Inc369.57%-12.0
66Microsoft CORP368.79%-5.0
67Bridgeline Digital Inc363.68%25.0
68Zoominfo Technologies Inc359.06%0.0
69Egain Corp352.89%0.0
70Blackline INC350.47%-8.0
71Strategy Inc348.54%-30.0
72Hubspot INC348.32%-14.0
73Vertex Inc345.78%0.0
74SS C Technologies Holdings Inc345.57%-3.0
75ACI Worldwide INC342.43%-9.0
76Skkynet Cloud Systems Inc341.92%0.0
77Bentley Systems INC330.65%0.0
78Servicenow Inc330.43%-15.0
79UPAY328.01%0.0
80Alteryx Inc326.77%0.0
81Nuance Communications Inc326.67%-25.0
82Audioeye INC325.66%16.0
83Dayforce Inc324.52%-13.0
84BILL Holdings Inc315.83%0.0
85Upland Software Inc312.45%-4.0
86Block Inc310.30%-26.0
87Paycom Software Inc305.78%-9.0
88Everbridge INC295.78%-13.0
89BTCS Inc292.72%20.0
90Liveperson INC286.83%-13.0
91Blackbaud INC285.04%-8.0
92Paylocity Holding Corp283.94%-8.0
93GSE Systems INC281.14%-20.0
94Teradata CORP DE280.82%-5.0
95Oracle CORP258.12%-15.0
96Cyren Ltd255.49%-28.0
97Varonis Systems INC255.15%-18.0
98Cornerstone Ondemand Inc253.06%-12.0
99Mobivity Holdings CORP249.48%6.0
100Dropbox INC249.44%-28.0
101Authid Inc244.11%-47.0
102Motorsport Games Inc239.61%0.0
103Workiva INC235.95%-9.0
104Benefitfocus Inc233.86%-4.0
105Rapid7 Inc227.62%-14.0
106Qumu Corp214.69%-32.0
107DUOS Technologies Group INC212.06%0.0
108Talend S A212.00%-12.0
109Falconstor Software INC210.98%-7.0
110Nutanix Inc205.70%-13.0
111Mcafee Corp205.38%0.0
112AVID Technology INC202.43%-8.0
113Golden Nugget Online Gaming Inc200.61%-112.0
114Gaming Technologies Inc194.51%0.0
115Freeze Tag Inc176.28%0.0
116Optileaf INC163.08%0.0
117Carrier EQ LLC155.81%-9.0
118Fdctech INC148.08%-12.0
119DUO World INC117.98%-9.0
120Ciclet Holdings Inc98.13%0.0
121Leet Technology Inc89.99%-5.0
122World Health Energy Holdings INC84.06%0.0
123Data443 Risk Mitigation Inc80.43%-16.0
124Coro Global Inc75.52%1.0
125Darkpulse Inc75.50%-12.0
126Viewbix Inc65.20%-12.0
127IIOT OXYS Inc56.02%-15.0
128Isign Solutions Inc48.61%-10.0
129EMR Technology Solutions Inc42.53%0.0
130Visiber57 CORP40.66%-15.0
131Apptech Payments Corp40.42%-14.0
132Appsoft Technologies Inc39.09%-12.0
133GOOD Gaming INC36.24%-11.0
134Artelligence Holdings Inc29.69%0.0
135Zerify Inc27.39%0.0
136Friendable Inc25.18%0.0
137Resonate Blends Inc24.16%-10.0
138Webstar Technology Group Inc23.31%-15.0
139Crank Media Inc18.19%-15.0
140Cyberloq Technologies INC3.98%-89.0
141Mobilesmith Inc0.00%-22.0
RankCompanySealRating ValueTrend

Feature Distribution Plot

The Feature Distribution shows the main industry variables and the distribution of their impact on financial strength. The more important a variable, the broader the distribution. As the effects are calculated relative to the industry average, half of the companies have a positive effect (green) and half have a negative effect (red). 


Regression Plot

The Regression compares the forecasted company valuation with the observed stock market values. A positive correlation suggests that the model effectively explains market prices.


Feature Importance


United States Ratings

Austrian Insurance Ratings

German Insurance Ratings