2018 US Software

Financial Strength Rankings using Artificial Intelligence

Top rated33 of 135
Best rating647 %
Worst rating0.0000000258 %
New companies22
Negative Economic Capital Ratio

Cyberloq Technologies INC climbed 88 positions from 126 to 38 due to its excellent Property, Plant and Equipment, Net.Optileaf INC lost 87 positions from 35 to 122 due to its bad Assets.Bandwidth Inc entered the 2018 ranking at rank 21, making it the best newcomer.

Revenues191 B
Assets497 B
Expenses158 B
Stockholders Equity189 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Aware INC MA646.94%0.0
2Huaizhong Health Group Inc631.79%0.0
3Corecard Corp614.98%7.0
4Ellie MAE INC611.59%1.0
5PDF Solutions INC604.11%-2.0
6Destiny Media Technologies INC593.65%7.0
7Zedge Inc574.09%-1.0
8Where Food Comes From Inc572.95%-4.0
9MCX Technologies Corp569.97%-2.0
10Intellicheck Inc569.76%1.0
11Forest Investments Inc564.72%35.0
12SPS Commerce INC563.22%-4.0
13Logmein Inc563.08%37.0
142U Inc.544.17%0.0
15Appfolio INC539.50%6.0
16Ansys INC535.56%-4.0
17Netsol Technologies INC532.89%-8.0
18Tyler Technologies INC532.66%-1.0
19Twilio INC531.81%-4.0
20Carecloud Inc517.53%57.0
21Bandwidth Inc515.05%0.0
22National Instruments CORP505.05%-6.0
23Progress Software CORP MA503.25%-1.0
24American Software INC499.68%-1.0
25Microstrategy Inc497.25%-7.0
26Citrix Systems INC495.99%14.0
273D Systems CORP485.54%-7.0
28Globalscape INC482.78%-4.0
29Manhattan Associates INC481.93%-4.0
30Commercehub Inc473.15%28.0
31Qualys INC468.29%-2.0
32Blackline INC466.50%-5.0
33Alarm com Holdings Inc462.68%-14.0
34Datawatch CORP456.07%-4.0
35Bridgeline Digital Inc453.16%2.0
36Synopsys INC449.43%-5.0
37Imperva INC445.60%4.0
38Cyberloq Technologies INC440.10%88.0
39Liveperson INC437.36%-6.0
40Counterpath CORP429.54%-12.0
41Channeladvisor CORP424.05%-9.0
42GSE Systems INC417.67%19.0
43Lightning Gaming Inc415.69%-7.0
44Skkynet Cloud Systems Inc412.53%53.0
45Authid Inc411.89%63.0
46Firefly Neuroscience INC408.10%13.0
47Alteryx Inc404.27%0.0
48Activision Blizzard Inc403.03%-9.0
49Tableau Software Inc402.50%-15.0
50Majesco401.07%0.0
51SS C Technologies Holdings Inc399.08%9.0
52Medidata Solutions Inc392.71%-8.0
53Black Knight Inc391.76%-11.0
54Mulesoft INC371.28%0.0
55Cadence Design Systems INC370.22%9.0
56Varonis Systems INC367.35%-3.0
57Oracle CORP365.06%-8.0
58ACI Worldwide INC363.09%-1.0
59Bottomline Technologies INC363.05%-7.0
60Broadvision INC356.68%-34.0
61Intuit INC354.32%9.0
62Ultimate Software Group INC349.25%1.0
63PTC INC.349.11%5.0
64Microsoft CORP347.92%-2.0
65Elys BMG Group Inc344.80%10.0
66Block Inc338.87%-15.0
67Apptio Inc337.68%5.0
68UPAY337.10%0.0
69Realpage Inc330.59%-24.0
70Nuance Communications Inc326.22%-1.0
71Upland Software Inc321.97%-6.0
72Hubspot INC311.52%-17.0
73Soundthinking INC304.88%0.0
74Teradata CORP DE302.08%-18.0
75Appian CORP292.28%0.0
76Amber Road Inc289.30%-2.0
77Everbridge INC286.93%-11.0
78Smith Micro Software INC280.77%15.0
79WEB COM Group INC279.03%0.0
80Blackbaud INC275.94%-4.0
81Qumu Corp275.46%-14.0
82Servicenow Inc267.55%0.0
83Datasea INC265.64%24.0
84Cision LTD263.96%0.0
85Paylocity Holding Corp256.95%-2.0
86Altair Engineering Inc253.84%0.0
87Inspro Technologies Corp252.14%16.0
88Paycom Software Inc250.84%-7.0
89Determine INC230.23%-11.0
90Rapid7 Inc224.59%-8.0
91Mobileiron INC222.48%-11.0
92Endurance International Group Holdings Inc218.73%-7.0
93Rosetta Stone INC215.88%-6.0
94Cornerstone Ondemand Inc212.91%-8.0
95Inspired Entertainment Inc211.93%0.0
96Instructure INC211.61%-8.0
97Connecture INC211.60%-3.0
98Nutanix Inc210.78%0.0
99Infor Inc210.26%-10.0
100Workiva INC209.41%-9.0
101Audioeye INC208.42%3.0
102Benefitfocus Inc206.88%-6.0
103Egain Corp206.81%-11.0
104Hortonworks Inc196.39%-6.0
105Falconstor Software INC181.67%-3.0
106DUO World INC175.44%0.0
107AVID Technology INC171.89%-2.0
108Red Cat Holdings Inc154.94%0.0
109My Size Inc152.52%0.0
110Hopto Inc148.78%2.0
111Mobivity Holdings CORP144.17%-16.0
112GOOD Gaming INC140.72%0.0
113Intellinetics INC139.74%-2.0
114Darkpulse Inc134.22%-14.0
115Tautachrome INC114.77%16.0
116Appsoft Technologies Inc95.71%-10.0
117Pay My Time Ltd71.88%0.0
118Isign Solutions Inc51.38%-4.0
119Elray Resources INC49.54%-4.0
120Zerify Inc46.75%-7.0
121Vertical Computer Systems INC45.01%-2.0
122Optileaf INC44.78%-87.0
123Mobilesmith Inc44.56%-7.0
124Momentous Holdings CORP30.78%-70.0
125Levelblox Inc27.40%7.0
126Zenergy Brands INC26.49%0.0
127Friendable Inc21.85%3.0
128Visiber57 CORP19.05%-27.0
129Xtribe P L C17.66%0.0
130Global Smart Capital Corp11.02%0.0
131Coro Global Inc9.72%-7.0
132Freeze Tag Inc1.02%-11.0
133Resonate Blends Inc0.98%-13.0
134IIOT OXYS Inc0.02%0.0
135Crank Media Inc0.00%0.0
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