2023 US Software

Financial Strength Rankings using Artificial Intelligence

Top rated50 of 201
Best rating647 %
Worst rating0.000000609 %
New companies44
Negative Economic Capital Ratio

Red Cat Holdings Inc climbed 132 positions from 136 to 4 due to its excellent Stockholders Equity.GOOD Gaming INC lost 157 positions from 6 to 163 due to its bad Comprehensive Net Income.Everything Blockchain Inc entered the 2023 ranking at rank 1, making it the best newcomer.

Revenues448 B
Assets1.01 K
Expenses374 B
Stockholders Equity415 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Everything Blockchain Inc647.03%0.0
2Red Violet Inc631.30%0.0
3Engagesmart Inc624.99%-2.0
4Red Cat Holdings Inc610.07%132.0
5Matterport Inc DE601.56%118.0
6Destiny Media Technologies INC595.78%7.0
7Corecard Corp594.92%12.0
8DUCK Creek Technologies INC593.65%1.0
9GRID Dynamics Holdings INC593.65%-2.0
10Playstudios Inc579.09%-5.0
11Zedge Inc571.79%-8.0
12Enfusion Inc562.29%48.0
13CS Disco Inc561.54%-9.0
14Twilio INC560.15%-2.0
15C3 ai Inc556.46%-7.0
16SPS Commerce INC554.62%1.0
17Marqeta Inc542.92%-7.0
18Intellicheck Inc542.57%0.0
19Progress Software CORP MA538.95%2.0
20Sentinelone Inc537.29%0.0
21Veeva Systems INC536.71%0.0
22Innovid Corp535.06%-2.0
23Aware INC MA534.29%-12.0
24Carecloud Inc519.23%18.0
25PDF Solutions INC517.98%-7.0
26Ansys INC512.64%10.0
27Snowflake Inc511.92%0.0
28Freshworks Inc506.21%-12.0
29Iveda Solutions Inc502.13%130.0
30Amesite Inc500.29%-8.0
31MiX Telematics Ltd498.12%-6.0
32Activision Blizzard Inc497.94%2.0
33Duolingo Inc496.15%-10.0
34Gitlab Inc495.97%0.0
35Uipath Inc495.72%0.0
36Where Food Comes From Inc492.83%-3.0
37American Software INC492.45%2.0
38Cvent Holding CORP491.96%3.0
39Definitive Healthcare Corp491.60%-1.0
40Clearwater Analytics Holdings Inc490.65%-16.0
41ON24 INC489.30%-9.0
42Coursera Inc489.22%-15.0
43Jfrog Ltd489.00%-14.0
44Certara Inc484.83%0.0
45Smith Micro Software INC481.39%-31.0
46Hopto Inc480.32%-9.0
47Netsol Technologies INC479.62%-12.0
48Amplitude Inc474.66%-18.0
49Appfolio INC470.81%-18.0
50Alkami Technology INC470.53%0.0
51Secureworks Corp465.10%0.0
52Semrush Holdings Inc463.96%-26.0
53Okta Inc453.69%0.0
54Guidewire Software Inc453.13%-5.0
55Couchbase Inc450.95%0.0
56Salesforce Inc448.92%-2.0
57Forgerock Inc447.54%-7.0
58Intuit INC446.50%-11.0
59Synopsys INC446.47%-4.0
60Procore Technologies INC445.77%-15.0
61Blackberry Ltd445.77%0.0
62BTCS Inc443.29%-6.0
63TAKE TWO Interactive Software INC439.96%0.0
64N able Inc439.94%3.0
65Skkynet Cloud Systems Inc438.96%0.0
66Instructure Holdings INC437.78%-4.0
67Fdctech INC437.77%-19.0
68Cadence Design Systems INC428.16%0.0
69Tyler Technologies INC428.02%9.0
70Electronic ARTS INC427.37%0.0
71Avepoint Inc426.12%-18.0
72Evercommerce Inc424.83%-6.0
73Nerdy Inc421.20%-1.0
74Meridianlink Inc419.00%-3.0
75Autodesk Inc418.98%0.0
76Block Inc417.06%49.0
77Sprinklr Inc413.05%0.0
78Commvault Systems INC409.83%0.0
79Dynatrace Inc406.38%0.0
80Soundthinking INC402.23%10.0
81PTC INC.399.70%3.0
82National Instruments CORP399.57%-19.0
83Microsoft CORP399.50%4.0
843D Systems CORP397.82%-20.0
85Manhattan Associates INC396.64%-20.0
86Rocketfuel Blockchain INC395.61%0.0
87Qualtrics International Inc394.07%-17.0
88Powerschool Holdings INC391.37%-5.0
89WM Technology INC390.81%-1.0
90Cerence Inc390.46%-32.0
91Fastly Inc390.25%0.0
92Alarm com Holdings Inc389.58%-16.0
93Clear Secure Inc389.32%-42.0
94Viewbix Inc387.62%77.0
95Intapp Inc386.29%0.0
96Datadog Inc384.05%-4.0
97Smartsheet INC383.54%0.0
98Altair Engineering Inc382.21%-25.0
99Unity Software Inc378.64%-14.0
100Varonis Systems INC377.73%-23.0
101Qualys INC376.98%-33.0
102Egain Corp375.42%-6.0
103Sprout Social Inc375.32%-28.0
104Bakkt Holdings Inc372.66%0.0
105Jamf Holding Corp370.39%-23.0
106Intellinetics INC369.73%16.0
107BILL Holdings Inc369.02%-12.0
108Paycor HCM INC357.98%-39.0
109Servicenow Inc350.45%-5.0
110ACI Worldwide INC350.18%-13.0
111Hubspot INC348.88%-13.0
112World Health Energy Holdings INC347.63%0.0
113Fingermotion Inc347.03%0.0
114SS C Technologies Holdings Inc346.37%-13.0
115Upland Software Inc345.01%-1.0
116Zuora INC329.81%0.0
117Audioeye INC328.28%-36.0
118Zoominfo Technologies Inc326.96%-3.0
119Paycom Software Inc326.75%-1.0
120Vertex Inc323.02%-15.0
121Pagerduty Inc317.27%0.0
122Bandwidth Inc314.74%-22.0
123Q2 Holdings Inc314.48%-24.0
124Avidxchange Holdings Inc313.10%-8.0
125Confluent Inc309.89%-17.0
126Solarwinds Corp308.03%-40.0
127Crowdstrike Holdings Inc307.14%0.0
128Apptech Payments Corp305.64%56.0
129Dayforce Inc303.08%-16.0
130Blackbaud INC297.92%-6.0
131Mongodb Inc295.59%0.0
132Everbridge INC294.62%-15.0
133GSE Systems INC293.24%-81.0
1342U Inc.291.96%-32.0
135Great Elm Group Inc291.48%-28.0
136Cloudflare Inc288.77%-26.0
137Elastic N V287.93%-44.0
138Bentley Systems INC280.18%-3.0
139NEW Relic INC278.44%0.0
140Asana Inc272.54%0.0
141Appian CORP272.16%-47.0
142Tenable Holdings Inc270.72%0.0
143DUOS Technologies Group INC268.33%6.0
144Longwen Group Corp266.56%0.0
145Teradata CORP DE258.16%-17.0
146Paylocity Holding Corp257.42%-14.0
147Kaltura INC251.32%-36.0
148Docusign INC245.75%0.0
149Elys BMG Group Inc239.60%-37.0
150MCX Technologies Corp234.38%-107.0
151Blackline INC233.78%-17.0
152BOX INC231.26%0.0
153Atlassian Corp229.89%0.0
154Alteryx Inc229.22%-25.0
155Porch Group Inc221.91%-22.0
156Gen Digital Inc218.94%0.0
157Vmware LLC216.24%0.0
158Dirtt Environmental Solutions LTD215.40%-38.0
159Bigcommerce Holdings Inc214.30%-28.0
160Roblox Corp213.72%-22.0
161Liveperson INC212.14%-40.0
162Freeze Tag Inc212.13%-11.0
163GOOD Gaming INC212.12%-157.0
164Workiva INC212.07%-24.0
165Splunk INC212.05%0.0
166Oracle CORP212.04%-25.0
167Dropbox INC211.95%-22.0
168Falconstor Software INC211.39%-31.0
169Rapid7 Inc211.12%-19.0
170UPAY207.65%-28.0
171Firefly Neuroscience INC206.27%-143.0
172AVID Technology INC205.18%-15.0
173Consensus Cloud Solutions Inc204.57%-15.0
174Bigbear ai Holdings Inc202.42%-47.0
175Nutanix Inc200.99%-15.0
176Squarespace Inc197.51%-28.0
177T Stamp Inc192.99%-68.0
178Motorsport Games Inc192.61%-119.0
179DOMO INC191.86%0.0
180Darkpulse Inc191.82%-61.0
181Icoreconnect Inc188.29%-34.0
182Jingbo Technology Inc172.62%-1.0
183Cyberloq Technologies INC161.56%-18.0
184VPR Brands LP160.33%-22.0
185Unicoin Inc150.95%-31.0
186Resonate Blends Inc147.04%-8.0
187Data443 Risk Mitigation Inc103.29%-23.0
188IIOT OXYS Inc102.41%-21.0
189Pineapple Express Cannabis Co86.22%0.0
190DUO World INC85.59%-22.0
191Cytta CORP84.02%-52.0
192Mobivity Holdings CORP79.19%-29.0
193REGO Payment Architectures INC72.82%0.0
194Visiber57 CORP41.43%-19.0
195Leet Technology Inc40.03%-16.0
196Tautachrome INC38.29%-14.0
197Startech Labs Inc36.41%-20.0
198Worlds INC34.16%-26.0
199Gaming Technologies Inc34.09%-14.0
200Huaizhong Health Group Inc25.37%0.0
201Webstar Technology Group Inc0.00%-21.0
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

German Insurance Ratings