2016 US Software

Financial Strength Rankings using Artificial Intelligence

Top rated37 of 150
Best rating703 %
Worst rating0.000000187 %
New companies21
Negative Economic Capital Ratio

Lightning Gaming Inc climbed 95 positions from 138 to 43 due to its excellent Liabilities.Coro Global Inc lost 113 positions from 37 to 150 due to its bad Assets.Optileaf INC entered the 2016 ranking at rank 2, making it the best newcomer.

Revenues198 B
Assets435 B
Expenses179 B
Stockholders Equity203 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Corecard Corp702.87%21.0
2Optileaf INC635.85%0.0
3PDF Solutions INC630.60%0.0
4Where Food Comes From Inc627.24%1.0
5Aware INC MA613.45%-4.0
6SPS Commerce INC580.62%3.0
7Intellicheck Inc567.70%19.0
82U Inc.563.86%20.0
9Ansys INC558.86%4.0
10Netsol Technologies INC554.47%5.0
11Ellie MAE INC551.92%-5.0
12Intralinks Holdings Inc536.46%0.0
13NEW Relic INC532.99%77.0
14Appfolio INC529.67%0.0
15Progress Software CORP MA527.94%1.0
16Fleetmatics Group Ltd526.78%8.0
17Alarm com Holdings Inc524.71%0.0
18Veeva Systems INC523.76%3.0
19Tyler Technologies INC523.18%26.0
20Chatand Inc520.31%76.0
21National Instruments CORP519.49%-4.0
22Sciquest INC509.49%5.0
23Microstrategy Inc503.38%28.0
24MAM Software Group INC503.34%10.0
25Broadvision INC503.26%-11.0
26Autodesk Inc499.42%-6.0
27Liveperson INC494.56%-4.0
28Citrix Systems INC493.56%5.0
29American Software INC493.16%3.0
30Tableau Software Inc489.11%-11.0
31Globalscape INC483.28%11.0
32Manhattan Associates INC482.63%8.0
33Commvault Systems INC463.30%5.0
34Synopsys INC456.02%7.0
35Splunk INC449.70%-10.0
36Qualys INC449.47%11.0
37Counterpath CORP447.70%-6.0
38Channeladvisor CORP445.39%1.0
39Adobe INC445.25%4.0
40Mobivity Holdings CORP443.91%75.0
41Datawatch CORP438.69%-31.0
423D Systems CORP434.28%-34.0
43Lightning Gaming Inc432.80%95.0
44Imperva INC432.56%49.0
45Cvent INC426.59%7.0
46Smith Micro Software INC420.20%36.0
47Sharpspring Inc418.48%0.0
48Activision Blizzard Inc414.71%22.0
49Bazaarvoice Inc413.82%1.0
50Firefly Neuroscience INC412.88%25.0
51Electronic ARTS INC411.87%35.0
52QLIK Technologies INC411.54%13.0
53CA INC.409.36%24.0
54Realpage Inc407.46%3.0
55Vmware LLC406.13%14.0
56Carecloud Inc406.07%-2.0
57Hubspot INC400.55%-2.0
58Apigee Corp395.88%0.0
59Tubemogul INC394.94%17.0
60Intuit INC392.43%-16.0
61Bottomline Technologies INC391.47%-2.0
62Varonis Systems INC388.84%-9.0
63Microsoft CORP387.67%-1.0
64QAD INC387.22%30.0
65Incontact Inc387.03%-17.0
66BOX INC384.01%0.0
67Oracle CORP383.51%-7.0
68Upland Software Inc383.43%6.0
69Logmein Inc383.03%-6.0
70Levelblox Inc374.84%0.0
71Qumu Corp372.66%-35.0
72Majesco372.56%0.0
73GSE Systems INC372.54%5.0
74Blackridge Technology International Inc371.70%0.0
75Diligent Corp370.78%17.0
76Broadsoft INC370.37%-3.0
77Cadence Design Systems INC368.29%0.0
78Medidata Solutions Inc364.65%7.0
79Destiny Media Technologies INC361.59%-72.0
80Nuance Communications Inc356.27%3.0
81PTC INC.355.57%8.0
82Opower INC352.17%-11.0
83Multimedia Platforms INC344.29%20.0
84Salesforce Inc344.06%14.0
85Interactive Intelligence Group Inc342.58%-5.0
86SS C Technologies Holdings Inc342.54%-37.0
87Marketo Inc341.84%0.0
88Imprivata Inc339.82%-20.0
89ACI Worldwide INC331.36%10.0
90Amber Road Inc328.52%-26.0
91Teradata CORP DE321.17%-33.0
92Mobileiron INC313.66%-26.0
93Determine INC311.04%14.0
94Huaizhong Health Group Inc304.18%-92.0
95MCX Technologies Corp303.27%-65.0
96Rapid7 Inc295.22%0.0
97Netsuite INC295.22%9.0
98Ultimate Software Group INC292.94%7.0
99WEB COM Group INC291.17%15.0
100EXA CORP287.11%-12.0
101TAKE TWO Interactive Software INC286.88%-29.0
102Blackbaud INC273.48%6.0
103Skkynet Cloud Systems Inc262.00%-2.0
104Paylocity Holding Corp261.33%6.0
105Forest Investments Inc257.20%-18.0
106Paycom Software Inc252.56%12.0
107Endurance International Group Holdings Inc244.34%9.0
108Workiva INC243.10%-8.0
109Guidance Software Inc241.07%2.0
110Audioeye INC239.61%-43.0
111Hortonworks Inc236.14%0.0
112Rosetta Stone INC223.81%0.0
113Bridgeline Digital Inc223.81%-52.0
114Cornerstone Ondemand Inc212.05%8.0
115Egain Corp211.88%6.0
116Falconstor Software INC210.92%8.0
117Square Chain Corp209.74%-8.0
118Benefitfocus Inc209.12%10.0
119Connecture INC202.90%0.0
120Inspro Technologies Corp194.58%7.0
121Startech Labs Inc179.54%-2.0
122Iveda Solutions Inc173.39%8.0
123AVID Technology INC166.13%0.0
124Innovision Labs Inc160.78%-27.0
125Isign Solutions Inc140.33%6.0
126BTCS Inc115.01%0.0
127Intellinetics INC111.51%15.0
128World Health Energy Holdings INC90.27%0.0
129Alternet Systems INC72.93%4.0
130Vertical Computer Systems INC67.12%0.0
131Portlogic Systems Inc60.45%9.0
132Soul Vibe Interactive Inc59.34%7.0
133Xcelmobility Inc56.10%21.0
134Momentous Holdings CORP49.02%0.0
135Mobilesmith Inc47.73%8.0
136Kiwibox Com Inc42.58%10.0
137Zerify Inc41.83%12.0
138Strategic Internet Investments INC41.68%9.0
139Elray Resources INC41.68%-2.0
140Orangehook INC36.15%16.0
141Freeze Tag Inc33.55%12.0
142Cyberloq Technologies INC28.82%10.0
143Apptigo International Inc24.26%16.0
144Friendable Inc21.51%14.0
145Iddriven Inc21.15%0.0
146World Moto Inc11.99%5.0
147Fingermotion Inc6.49%0.0
148Resonate Blends Inc1.71%-7.0
149Red Cat Holdings Inc0.00%-17.0
150Coro Global Inc0.00%-113.0
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