2015 US Software

Financial Strength Rankings using Artificial Intelligence

Top rated40 of 161
Best rating659 %
Worst rating0.0000000000000909 %
New companies33
Negative Economic Capital Ratio

Epcylon Technologies Inc climbed 126 positions from 144 to 18 due to its excellent Stockholders Equity.Red Cat Holdings Inc lost 131 positions from 1 to 132 due to its bad Comprehensive Net Income.Huaizhong Health Group Inc entered the 2015 ranking at rank 2, making it the best newcomer.

Revenues197 B
Assets423 B
Expenses162 B
Stockholders Equity216 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Aware INC MA658.98%2.0
2Huaizhong Health Group Inc657.56%0.0
3PDF Solutions INC638.10%3.0
4Tigerlogic CORP623.98%10.0
5Where Food Comes From Inc623.23%5.0
6Ellie MAE INC600.74%1.0
7Destiny Media Technologies INC587.48%1.0
83D Systems CORP580.46%4.0
9SPS Commerce INC574.69%2.0
10Datawatch CORP571.80%18.0
11Tangoe INC565.82%0.0
12Intralinks Holdings Inc557.92%37.0
13Ansys INC555.64%5.0
14Broadvision INC553.87%3.0
15Netsol Technologies INC552.95%-6.0
16Progress Software CORP MA543.48%3.0
17National Instruments CORP536.15%3.0
18Epcylon Technologies Inc534.00%126.0
19Tableau Software Inc533.57%16.0
20Autodesk Inc532.78%2.0
21Veeva Systems INC528.18%64.0
22Corecard Corp522.62%2.0
23Liveperson INC515.35%-2.0
24Fleetmatics Group Ltd513.00%6.0
25Splunk INC512.32%30.0
26Intellicheck Inc511.81%-10.0
27Sciquest INC509.12%35.0
282U Inc.506.45%0.0
29Solarwinds Inc505.91%3.0
30MCX Technologies Corp503.64%29.0
31Counterpath CORP502.35%-16.0
32American Software INC501.88%-6.0
33Citrix Systems INC501.74%-6.0
34MAM Software Group INC501.47%-1.0
35Informatica LLC498.17%-6.0
36Qumu Corp493.09%2.0
37Coro Global Inc488.66%84.0
38Commvault Systems INC488.14%4.0
39Channeladvisor CORP482.68%-16.0
40Manhattan Associates INC473.37%-4.0
41Synopsys INC466.03%6.0
42Globalscape INC465.46%3.0
43Adobe INC457.76%3.0
44Intuit INC455.34%-3.0
45Tyler Technologies INC449.73%12.0
46Cover ALL Technologies INC448.60%23.0
47Qualys INC446.57%24.0
48Incontact Inc442.50%-8.0
49SS C Technologies Holdings Inc441.45%19.0
50Bazaarvoice Inc438.12%-11.0
51Microstrategy Inc434.19%16.0
52Cvent INC433.10%0.0
53Varonis Systems INC433.08%0.0
54Carecloud Inc432.50%0.0
55Hubspot INC430.70%0.0
56Rally Software Development Corp430.70%67.0
57Realpage Inc429.78%-9.0
58Teradata CORP DE428.21%-8.0
59Bottomline Technologies INC421.46%-8.0
60Oracle CORP421.30%1.0
61Bridgeline Digital Inc421.28%-8.0
62Microsoft CORP420.94%-6.0
63Logmein Inc420.79%-9.0
64Amber Road Inc417.55%0.0
65QLIK Technologies INC415.48%-2.0
66Mobileiron INC410.73%0.0
67Audioeye INC407.26%-42.0
68Imprivata Inc403.88%0.0
69Vmware LLC403.70%-3.0
70Activision Blizzard Inc397.77%5.0
71Opower INC396.44%0.0
72TAKE TWO Interactive Software INC395.50%9.0
73Broadsoft INC395.36%0.0
74Upland Software Inc394.71%0.0
75Firefly Neuroscience INC394.67%4.0
76Tubemogul INC393.60%0.0
77CA INC.390.66%1.0
78GSE Systems INC390.03%-14.0
79CTI Group Holdings INC389.91%14.0
80Interactive Intelligence Group Inc388.61%-10.0
81Gen Digital Inc375.32%9.0
82Smith Micro Software INC374.80%10.0
83Nuance Communications Inc372.29%0.0
84Elys BMG Group Inc370.96%0.0
85Medidata Solutions Inc368.57%4.0
86Electronic ARTS INC367.34%-4.0
87Forest Investments Inc365.68%-1.0
88EXA CORP364.46%0.0
89PTC INC.358.07%-17.0
90NEW Relic INC352.93%0.0
91Authid Inc350.24%29.0
92Diligent Corp349.83%2.0
93Imperva INC347.22%-13.0
94QAD INC345.74%-3.0
95Longwen Group Corp342.69%0.0
96Chatand Inc339.77%0.0
97Innovision Labs Inc335.99%0.0
98Salesforce Inc329.58%-11.0
99ACI Worldwide INC327.82%-4.0
100Workiva INC308.94%0.0
101Skkynet Cloud Systems Inc306.52%23.0
102Servicenow Inc305.67%-5.0
103Multimedia Platforms INC302.62%43.0
104Medassets INC302.33%-6.0
105Ultimate Software Group INC295.35%-9.0
106Netsuite INC289.92%-5.0
107Determine INC284.08%0.0
108Blackbaud INC283.43%-5.0
109Square Chain Corp278.65%-105.0
110Paylocity Holding Corp270.22%7.0
111Guidance Software Inc264.28%-5.0
112Rosetta Stone INC262.36%-28.0
113Daegis INC260.76%-5.0
114WEB COM Group INC259.06%0.0
115Mobivity Holdings CORP257.14%-8.0
116Endurance International Group Holdings Inc249.56%0.0
117Jagged PEAK INC247.59%-6.0
118Paycom Software Inc244.18%0.0
119Startech Labs Inc235.75%0.0
120Leet Technology Inc231.12%0.0
121Egain Corp228.05%-9.0
122Cornerstone Ondemand Inc222.78%-7.0
123SunGard214.54%-7.0
124Falconstor Software INC211.71%-22.0
125Darkpulse Inc209.70%5.0
126MyGO Games Holding Co203.11%34.0
127Inspro Technologies Corp201.69%-23.0
128Benefitfocus Inc200.43%-10.0
129Hopto Inc194.03%-1.0
130Iveda Solutions Inc185.51%-4.0
131Isign Solutions Inc180.96%-9.0
132Red Cat Holdings Inc141.48%-131.0
133Alternet Systems INC106.93%0.0
134SPO Global Inc87.21%-2.0
135Pulse Network Inc76.95%1.0
136Mobilebits Holdings Corp76.86%-9.0
137Elray Resources INC74.77%0.0
138Lightning Gaming Inc66.80%2.0
139Soul Vibe Interactive Inc62.18%0.0
140Portlogic Systems Inc59.51%2.0
141Resonate Blends Inc53.65%0.0
142Intellinetics INC53.43%-1.0
143Mobilesmith Inc48.01%12.0
144Tautachrome INC42.77%0.0
145Epazz Inc42.11%-10.0
146Kiwibox Com Inc41.96%4.0
147Strategic Internet Investments INC40.87%0.0
148Ceelox Inc39.53%4.0
149Zerify Inc36.96%0.0
150Thinspace Technology Inc36.63%-12.0
151World Moto Inc36.43%-51.0
152Cyberloq Technologies INC33.28%0.0
153Freeze Tag Inc32.71%0.0
154Xcelmobility Inc30.57%-41.0
155Worldwide Strategies INC29.97%1.0
156Orangehook INC11.22%-13.0
157Vizconnect INC8.03%-9.0
158Friendable Inc1.92%-27.0
159Apptigo International Inc1.03%0.0
160Bravatek Solutions Inc0.12%0.0
161Formcap CORP0.00%-2.0
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


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