On this page of Benford's Law Stocks.com we present our study of QUALYS, INC. — ticker symbol QLYS. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 2/22/2021 to 11/4/2025 for QUALYS, INC. under CIK number 0001107843. For filings made in XBRL (eXtensible Business Reporting Language) format, our algorithm extracts all "tagged" numbers presented by the company; for any non-XBRL filings our algorithm uses its own interal set of rules to extract what it believes to be numbers as found throughout the filings. The format found for each filing is presented below together with the results for QLYS, with the percentage of found numbers beginning with each digit (1's, 2's, 3's, 4's, 5's, 6's, 7's, 8's, and 9's) charted against the "normal" range observed throughout our coverage universe, as well as the "normal" range for QUALYS, INC. based on the past QLYS filings our system processed in the past.
Benford Chart for QLYS 10Q Filed 11/4/2025
29.6
17.0
15.7
12.5
7.1
6.8
4.1
3.2
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing, QLYS stockholder letter ]
Total numbers found: 1,012
Recent share count: 36,095,879 (3's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
1012
Normal count compared to other filers, falling within the middle 50%. At this number count, it would take about 10 numbers to move any given column by a full percentage point.
Benford's Law Stocks Score for QLYS = 92
92

Starting from a possible score of 100, we made the following score deductions:
 • We deducted points upon observing the 3's percentage was above the typical coverage universe range.
 • We deducted points upon observing the 4's percentage was above the typical coverage universe range.
 • We deducted points upon observing the 4's percentage was above the company's typical historical range.
 • We deducted point upon observing the 8's percentage was below the typical coverage universe range.
 • We deducted point upon observing the 8's percentage was below the company's typical historical range.
 • The 9's percentage was higher than the 8's percentage, increasing the penalty multiplier.
QLYS's Score Vs. Typical Stock
Benford's Law Stocks Indicator
QLYS
Normal-to-high score compared to other filers, falling within the top of the middle 50%.
Other Stocks Ranking Near QLYS
PENN
PSNL
RMBL
SBUX
 PFX
PTMN
RAND
RMTI
Check our work! We provide our QUALYS, INC. Benford's Law analysis for informational purposes only, and our software should be expected to make mistakes and contain errors (nothing you see on this website should be relied upon for any decision-making without first repeating the analysis yourself independently), and so below we present to you all of the numbers our system detected, for the QLYS filing above. This way, you can open the filing on your own and compare what you see below against what you yourself find. This can also be helpful for exploring any columns in particular that caught your eye.

1's 2's 3's
We found 300 numbers that start with the digit 1. Here they are:
193,321
149,241
1,488
1,064
128,418
164,551
193,887
1,200
1,200
1,031,989
1,823
1,270
16,336
1,000,000
1,417
176,873
189,217
1,031,989
169,882
153,867
142,084
125,035
103,750
17,922
18,494
163,117
137,783
18,906
19,590
1,381
19,285
18,209
182,402
155,992
14,936
145,170
129,715
1.40
1.26
1.39
1.24
145,170
129,715
1,628
124
1,411
139,543
131,126
145,170
129,715
11,353
14,410
1,110
15,374
13,402
1,568
1,351
196,372
182,322
138,754
1,500
143,347
106,598
1,417
189,217
1,281
1,281
1
1,753
172
10,831
10,831
18,820
18,820
136
179,668
18,066
18,066
179,669
124
124
19,477
19,477
176,873
1,704
105
17,402
18,029
149
11,808
11,808
19,059
19,059
1,007
1,395
17,114
17,114
195,647
192,584
147,721
147,721
1,884
1,884
160
160
131,812
131,812
1,339
1,339
1,339
1,339
138,117
184
16
138,285
192,947
18
193,321
15
1,864
1,884
150,111
100
150,415
1,004
115
1,396
135
189.6
1,983
1,983
107
148,952
149,241
171
101,834
178
198
101,814
193,674
193,887
195.9
15
1,778
17
106,316
115
110,001
118
112,329
130
117,792
135
171
174
1,864
1,884
1.6
15.5
1,252.0
1.0
113
160
1,315
1,339
1,665
1,501
1,415
1,026
1,417
1,864
170
190
1,577
1,281
136
12
1,235
1,247
130
124
108
1,812
1,704
1,222
1,104
1,007
185
185
14
1,736
19
1,055
188,342
187,281
19,234
18,978
11.2
12.1
112,372
1,448
169,882
153,867
16,162
15,301
1.8
146.2
1.9
1,738
11.6
12.1
10,665
14,559
12,221
12,749
12,576
10,739
18,812
14,633
1,092
1,940
1
15
1,314
113.07
192
132.66
180
139.98
1,255
123.72
18,450
1,141
122.32
18,143
115.30
16,921
100
100
1,086
140.72
135.13
141.93
189
148.40
1,009
136.34
136.10
161
164
165
15,274
15,911
11,020
19,447
16.7
100.0
100.0
100.0
100.0
100.0
100.0
1,400.0
1,033
138.2
14.9
11.7
16.8
13.5
12.1
1.9
169,882
153,867
1,381
19,447
1,918
18,906
19,590
14,936
145,170
129,715
185,766
169,882
153,867
18,050
145,170
129,715
144
175
109
102
188
1.40
1.26
1.39
1.24
149
119
10
1,165
We found 172 numbers that start with the digit 2. Here they are:
225,253
232,182
244,984
24,792
27,743
25,876
24,265
20,000
27,798
28,832
28,927
28,901
245,125
228,152
26,277
2,256
2,015
217
241
2,799
233,741
275,379
252,940
20,200
23,093
233,382
206,365
226,453
236,630
2,599
2,599
292
2,978
2,978
2,253
2,193
27
2,934
2,934
228,080
2,770
2,770
29
205,751
233
241
241
2,341
2,341
2,064
20,337
20,337
293
223
223
223
233,279
233,279
2,575
2,575
223
223
2
2
208
2
20
244,095
244,984
2
207
23
28
2
2
2
27,154
27,826
221
221
228,560
228,932
242,231
243,100
2.5
21.8
20.3
27.0
2,495
2,575
219
24
2,230
20
296
2
2
29
218
218
29
299
221
244
221
2,796
269
2,256
2,015
241
2,029
293
25
213
239
25
26,237
26,229
23,751
23,429
262,800
261,121
238,008
230,772
24,792
2.5
296.5
221,464
22,730
251,304
242,065
242,539
206,315
2.2
2.3
2,477
2.9
28,157
2,145
200
200
2,172
2,081
25,024
23,556
20,337
200.0
200.0
200.0
200.0
205.2
22.9
26.3
20.4
24,987
26,046
23,720
23,437
29,037
28,021
26,806
20,337
2,264
26,277
279,649
262,614
214,194
21,076
2,261
2,325
279
22,234
We found 159 numbers that start with the digit 3. Here they are:
35,858,308
39,717
30,349
371,476
371,457
37,500
35,908
36,503
36
37
365,935
35,280
32,686
379
37,232
3.52
3.97
3.46
36,037
36,762
36,250
36,877
36,293
37,136
36,530
37,441
317
35,023
30,848
391
305,952
30,265
36,503
37
37,985
39,739
37
3,817
3,817
36,398
36
375
35
36,130
36
3,279
3,279
366
36
35,908
36
36,909
37
368,174
39,731
39,731
3,608
3,608
36,962
37
3,200
3,200
33,668
35,063
35
36,846
37
344
38
31
3,264
3,264
36,640
37
324,088
324,088
381,629
382,033
35,390
35,388
35,613
35,611
392
33,939
33,943
36,326
36,330
3
3
317
310
369
378,952
397
379,458
3,685
3
3
394
3
397
3.9
352.0
3,755
324
391
366
393
377
377
37
317
336
307
3,065
320
367
32
377
30,349
3.6
330.2
395.7
364.9
3,349
333.3
31.7
35,287
35,287
33,369
33,369
30.4
3,072
371
343
3,490
3,649
3.5
3.9
37.2
31,790
379
37,232
36,037
36,762
36,250
36,877
372
3
3
36,293
37,136
36,530
37,441
3.52
3.97
3.46
35
311
4's 5's 6's
We found 126 numbers that start with the digit 4. Here they are:
49,720
47,959
40,968
4,894
45,942
431,780
428,390
47,264
496,421
4,210
477,116
493,843
448,380
408,242
44,954
46,212
4.00
46,212
441
46,453
411
4,001
4,266
477,116
47,534
47,534
498,035
47,290
47,290
4,222
4,222
47,291
49,544
4,436
4,436
4,086
47,550
49,743
4,933
4,933
4,210
46
404,202
43,772
43,772
473
473
427,795
46,212
46,212
43,149
45,213
449,595
473,853
474,076
404
404
404
404
472,655
473,916
404
404
4
4
4,459
4,460
47,155
47,259
4,464
4,464
472,655
473,916
47.5
4,659.0
4,381.0
47
457
4,079
483
41
4,193
4,222
4,744
4,086
410
441
4,210
436
407
465
414
414
473
423
423
423
4.3
437,950
493,843
448,380
40,141
4,854
40,141
4,854
40
4,894
40,141
40,141
40
4,854
4.5
40,141
49.12
455
493,843
448,380
46,212
493,843
448,380
47,916
46,212
4
4
4.00
4
We found 72 numbers that start with the digit 5. Here they are:
596,712
585,691
51,136
502,586
529,403
53,045
50,362
59,955
5,327
52,323
50,346
50,346
584
5,627
50,222
56,313
56,454
5,231
591
59,509
56
57
508,167
50,346
50,346
529,403
597,921
5,903
5,903
534
54
5,382
5,382
54,830
55,036
580
582
5,463
5
51.4
5.0
551
5,426
5,467
538
5,185
520
534
540
567
51
56
5
545
5,236
5,204
5.2
54,609
5,967
5,207
5,448
56,313
56,454
5.3
5.3
56,313
56,454
50,346
52,440
50,346
585
51,509
We found 69 numbers that start with the digit 6. Here they are:
6,812
6,266
664,879
6,264
6,764
605
65,282
6,111
6,211
6,724
6,497
6,751
6,872
6,929
664,879
677,531
691,886
67
697
697
627
66
610,923
61
623,939
642,435
6,443
6,443
6,443
6,443
6,443
6,443
6,013
672
64,517
64,517
672
6,224
6,443
605
687
658
697
694
627
64
6
6
66.8
6.3
6,772
6,772
6,812
6
639
69,242
600
64
6,242
681
6.1
6.1
67,573
605
639
6,264
6,764
6,111
64,629
7's 8's 9's
We found 41 numbers that start with the digit 7. Here they are:
76,258
7,447
7,447
7,345
7,206
710,450
7,369
7,910
78
710,450
7,520
7,520
7,426
7,520
7,791
729
786
708
76
7.4
76.1
76,587
72,231
7,289
7
7.4
71
781
769
70
79.9
77,441
74,280
73,056
721
74,253
72,751
71,317
758
797
704
We found 32 numbers that start with the digit 8. Here they are:
81,307
85,601
82,445
88,330
83,550
82,129
80,081
8,856
8,311
85
86
84,414
84,553
8.0
80
896
87
8
89
8
85,722
81,636
84,160
8,168
8.0
85
8,578
8.0
83,220
89,238
854
801
We found 41 numbers that start with the digit 9. Here they are:
973,537
9,721
973,537
94,240
937
9,900
97,323
97,188
91
91
92,120
92,685
97,338
97,522
94
903
96,135
96,807
958
936
90
948
93
975
974
9.3
9.4
9,413
90
9,773
9,159
9.7
9
98.0
93,977
9,344
9,335
937
95,629
91
960
While the above QLYS 10Q Filed 11/4/2025 is interesting in isolation, we have found that it is also useful to take a look at older QUALYS, INC. filings processed by our Benford's Law Stocks algorithm, to see how the company's filings "typically look" on a Benford's Law analysis. Below we repeat the 10Q Filed 11/4/2025 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical QLYS 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

10Q Filed 11/4/2025
29.6
17.0
15.7
12.5
7.1
6.8
4.1
3.2
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 92
XBRL? ✓  [ original filing ]
Total numbers found: 1,012

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10K Filed 2/21/2025
30.6
18.3
15.5
10.5
7.8
6.1
4.4
3.2
3.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL? ✓  [ original filing ]
Total numbers found: 1,069

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 5/7/2024
30.4
18.1
14.2
8.8
7.2
8.3
4.3
6.1
2.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 80
XBRL? ✓  [ original filing ]
Total numbers found: 720

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 8/3/2023
32.3
19.8
13.5
8.4
7.3
7.3
4.4
2.9
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 97
XBRL? ✓  [ original filing ]
Total numbers found: 928

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 11/2/2022
29.0
17.0
16.8
9.0
6.7
7.9
5.4
3.6
4.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 83
XBRL? ✓  [ original filing ]
Total numbers found: 937

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10K Filed 2/22/2022
32.6
16.7
14.3
9.9
5.4
6.5
6.8
4.0
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 83
XBRL? ✓  [ original filing ]
Total numbers found: 1,015

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 5/5/2021
29.2
17.6
17.1
10.2
4.7
7.5
4.7
5.5
3.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 86
XBRL? ✓  [ original filing ]
Total numbers found: 655

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 8/5/2025
30.9
16.8
15.0
12.9
6.4
6.5
3.6
3.8
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 75
XBRL? ✓  [ original filing ]
Total numbers found: 922

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 11/5/2024
30.0
17.0
15.8
9.9
8.2
5.8
4.5
5.1
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL? ✓  [ original filing ]
Total numbers found: 988

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10K Filed 2/22/2024
31.9
19.2
12.9
11.6
6.9
5.8
4.5
4.0
3.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL? ✓  [ original filing ]
Total numbers found: 1,086

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 5/4/2023
29.4
19.8
12.2
10.7
6.6
7.6
6.5
5.5
1.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 94
XBRL? ✓  [ original filing ]
Total numbers found: 727

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 8/8/2022
26.5
19.2
17.6
8.0
6.4
7.6
4.6
5.1
5.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL? ✓  [ original filing ]
Total numbers found: 864

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 11/3/2021
28.3
18.3
15.8
9.4
7.7
6.2
4.3
5.1
5.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL? ✓  [ original filing ]
Total numbers found: 938

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10K Filed 2/22/2021
29.1
18.0
14.3
10.6
7.7
5.8
5.8
4.4
4.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 99
XBRL? ✓  [ original filing ]
Total numbers found: 1,146

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 5/6/2025
33.1
17.0
14.7
10.7
6.7
7.3
3.8
3.5
3.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 97
XBRL? ✓  [ original filing ]
Total numbers found: 713

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 8/6/2024
30.8
17.0
15.5
9.8
7.4
7.5
4.0
4.8
3.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL? ✓  [ original filing ]
Total numbers found: 908

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 11/2/2023
30.4
17.6
16.5
9.6
5.7
6.8
5.7
4.2
3.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 94
XBRL? ✓  [ original filing ]
Total numbers found: 1,012

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10K Filed 2/23/2023
31.9
18.7
13.9
10.6
6.9
4.9
4.9
4.5
3.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 99
XBRL? ✓  [ original filing ]
Total numbers found: 1,074

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 5/4/2022
28.9
19.0
14.4
10.5
4.8
8.2
5.5
5.7
3.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 82
XBRL? ✓  [ original filing ]
Total numbers found: 668

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
10Q Filed 8/9/2021
27.2
18.4
15.6
11.2
6.3
7.0
3.7
6.8
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 73
XBRL? ✓  [ original filing ]
Total numbers found: 858

■ = Typical QLYS range from 2/22/2021 to 11/4/2025
KOPN 10Q Filed 11/12/2025:
98
SCNX 10Q Filed 11/12/2025:
80
MRAI 10Q Filed 11/12/2025:
79
MBAVU 10Q Filed 11/12/2025:
66
TOFB 10Q Filed 11/12/2025:
47
BACCU 10Q Filed 11/12/2025:
0
DAIO 10Q Filed 11/12/2025:
68
BTCW 10Q Filed 11/12/2025:
75
SGN 10Q Filed 11/12/2025:
97
TXMD 10Q Filed 11/12/2025:
54
HIT 10Q Filed 11/12/2025:
69
EGHAU 10Q Filed 11/12/2025:
17
SYRA 10Q Filed 11/12/2025:
57
PAVM 10Q Filed 11/12/2025:
88
BAFN 10Q Filed 11/12/2025:
97
ATEX 10Q Filed 11/12/2025:
66
AIRC 10Q Filed 11/12/2025:
86
SLND 10Q Filed 11/12/2025:
85
HTFL 10Q Filed 11/12/2025:
91
TAVIU 10Q Filed 11/12/2025:
62
ASIC 10Q Filed 11/12/2025:
90
DLPN 10Q Filed 11/12/2025:
65
AERG 10Q Filed 11/12/2025:
78
LB 10Q Filed 11/12/2025:
81
KSCP 10Q Filed 11/12/2025:
86
NMPAU 10Q Filed 11/12/2025:
68
AMIX 10Q Filed 11/12/2025:
82
SIEB 10Q Filed 11/12/2025:
95
BYND 10Q Filed 11/12/2025:
85
LCTC 10Q Filed 11/12/2025:
44
BACQU 10Q Filed 11/12/2025:
22
WENNU 10Q Filed 11/12/2025:
0
ICMB 10Q Filed 11/12/2025:
78
AIRT 10Q Filed 11/12/2025:
100
CXAI 10Q Filed 11/12/2025:
89
FLY 10Q Filed 11/12/2025:
81
AEMD 10Q Filed 11/12/2025:
68
KLC 10Q Filed 11/12/2025:
63
AIRG 10Q Filed 11/12/2025:
86
CCRN 10Q Filed 11/12/2025:
80
 

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