2012 US Software

Financial Strength Rankings using Artificial Intelligence

Top rated33 of 133
Best rating665 %
Worst rating0.0000000000000000554 %
New companies101
Negative Economic Capital Ratio

Informatica LLC climbed 0 positions from 22 to 22 due to its excellent Stockholders Equity.Medassets INC lost 59 positions from 33 to 92 due to its bad Liabilities.Aware INC MA entered the 2012 ranking at rank 1, making it the best newcomer.

Revenues173 B
Assets321 B
Expenses137 B
Stockholders Equity168 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Aware INC MA664.81%0.0
2Trunkbow International Holdings Ltd599.24%0.0
3Responsys INC594.17%0.0
4Peerless Systems CORP585.79%0.0
5Liveperson INC573.80%0.0
6Qumu Corp573.80%0.0
7Cover ALL Technologies INC570.71%0.0
8Tigerlogic CORP567.70%0.0
9SS C Technologies Holdings Inc558.93%0.0
10Activision Blizzard Inc550.06%-7.0
11Bottomline Technologies INC549.52%-9.0
12Broadvision INC546.85%0.0
13SPS Commerce INC546.58%0.0
14Ellie MAE INC545.14%0.0
15Asiainfo Linkage INC535.01%0.0
16Netsol Technologies INC529.87%0.0
17PDF Solutions INC528.52%0.0
18Solarwinds Inc525.35%0.0
19National Instruments CORP519.79%-18.0
20Progress Software CORP MA515.26%-16.0
21Where Food Comes From Inc509.60%0.0
22Informatica LLC509.54%0.0
23Ansys INC507.29%-17.0
24Corecard Corp506.19%0.0
25Citrix Systems INC506.03%-20.0
26Makemusic INC503.95%0.0
27American Software INC501.57%0.0
28Ariba INC499.78%-20.0
29Document Capture Technologies INC498.32%0.0
30Accelrys INC496.25%0.0
31Immediatek INC494.88%0.0
32Autodesk Inc492.61%-25.0
33Manhattan Associates INC486.87%0.0
34AVID Technology INC483.02%0.0
35Tangoe INC481.67%0.0
36Logmein Inc479.14%0.0
37Actuate CORP478.06%0.0
38Bridgeline Digital Inc476.07%0.0
39Globalscape INC475.70%0.0
40GSE Systems INC475.24%0.0
41Adobe INC472.02%-30.0
42Tibco Software INC468.33%-33.0
43TAKE TWO Interactive Software INC463.07%-26.0
44Counterpath CORP462.16%0.0
45Synopsys INC460.11%-33.0
46Sciquest INC459.75%0.0
47Intralinks Holdings Inc454.40%0.0
48Commvault Systems INC453.57%-33.0
49Nuance Communications Inc447.69%-33.0
50Lyris INC445.52%0.0
51QLIK Technologies INC443.90%0.0
52Rosetta Stone INC443.81%0.0
53Teradata CORP DE442.59%-43.0
54Medidata Solutions Inc439.38%0.0
55Incontact Inc436.07%0.0
56Active Network INC430.47%0.0
57Oracle CORP430.24%-32.0
58Interactive Intelligence Group Inc430.07%0.0
59Microsoft CORP429.70%-41.0
60Vmware LLC428.09%-40.0
613D Systems CORP427.79%0.0
62Realpage Inc423.13%0.0
63Intuit INC415.67%-42.0
64Quest Software INC415.15%-51.0
65PTC INC.405.11%-46.0
66Tyler Technologies INC403.59%0.0
67Vocus Inc402.13%0.0
68Electronic ARTS INC402.00%-45.0
69ACI Worldwide INC395.89%-41.0
70Datawatch CORP392.51%0.0
71Broadsoft INC391.79%0.0
72Compuware CORP390.11%-46.0
73CA INC.385.47%-44.0
74Netsuite INC369.00%0.0
75Salesforce Inc365.03%-48.0
76Firefly Neuroscience INC363.33%0.0
77BMC Software INC356.42%-45.0
78Microstrategy Inc350.38%0.0
79Blackbaud INC348.69%-48.0
80Gen Digital Inc347.25%-50.0
81Apple Green Holding Inc336.82%0.0
82Mobilebits Holdings Corp336.82%0.0
83Cornerstone Ondemand Inc335.17%0.0
84Iveda Solutions Inc333.66%0.0
85Guidance Software Inc322.07%0.0
86CTI Group Holdings INC319.25%0.0
87Smith Micro Software INC317.08%0.0
88Egain Corp315.28%0.0
89Ultimate Software Group INC308.11%0.0
90Bally Technologies INC303.33%0.0
91Cadence Design Systems INC297.75%-57.0
92Medassets INC292.56%-59.0
93Forest Investments Inc291.14%0.0
94Falconstor Software INC291.12%0.0
95Daegis INC287.18%0.0
96WEB COM Group INC278.49%0.0
97Serena Software INC259.99%0.0
98Forlink Software CORP INC258.62%0.0
99SunGard248.41%0.0
100Citrine Global CORP246.56%0.0
101Jagged PEAK INC221.68%0.0
102Hopto Inc219.54%0.0
103GXS Worldwide Inc203.69%0.0
104Darkpulse Inc200.87%0.0
105Epazz Inc193.40%0.0
106Isign Solutions Inc186.42%0.0
107Xcelmobility Inc170.67%0.0
108Kiwibox Com Inc166.70%0.0
109My Size Inc166.20%0.0
110BTCS Inc161.08%0.0
111Friendable Inc149.60%0.0
112Fusion Connect Inc122.26%0.0
113Mobivity Holdings CORP108.19%0.0
114Vertical Computer Systems INC79.05%0.0
115Epcylon Technologies Inc75.89%0.0
116Levelblox Inc71.72%0.0
117Coro Global Inc68.54%0.0
118Lightning Gaming Inc67.70%0.0
119Umeworld Ltd60.11%0.0
120Thinspace Technology Inc57.74%0.0
121Mobilesmith Inc48.16%0.0
122Portlogic Systems Inc47.22%0.0
123ON4 Communications INC45.78%0.0
124Longwen Group Corp44.05%0.0
125Rackwise Inc39.69%0.0
126Stemgen Inc38.42%0.0
127Intellinetics INC37.96%0.0
128SPO Global Inc37.89%0.0
129Redify Group Inc30.86%0.0
130Aurum Inc28.31%0.0
131REGO Payment Architectures INC16.56%0.0
132Multimedia Platforms INC0.40%0.0
133Tautachrome 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