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 8/9/2021 to 5/5/2026 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 5/5/2026
32.6
17.9
14.0
10.8
8.8
4.4
4.8
4.5
2.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing, QLYS stockholder letter ]
Total numbers found: 705
Recent share count: 35,289,949 (3's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
705
Normal count compared to other filers, falling within the middle 50%. At this number count, it would take about 7 numbers to move any given column by a full percentage point.
Benford's Law Stocks Score for QLYS = 93
93

Starting from a possible score of 100, we made the following score deductions:
 • We deducted point upon observing the 6's percentage was below the typical coverage universe range.
 • We deducted points upon observing the 6's percentage was below the company's typical historical range.
 • The 7's percentage was higher than the 6's percentage, increasing the penalty multiplier.
 • We deducted points upon observing the 9's percentage was below the typical coverage universe range.
 • We deducted points upon observing the 9's percentage was below the company's typical historical range.
QLYS's Score Vs. Typical Stock
Benford's Law Stocks Indicator
QLYS
High score compared to other filers, with QLYS falling in the highest quartile of filers.
Other Stocks Ranking Near QLYS
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 230 numbers that start with the digit 1. Here they are:
191,879
195,681
1,677
1,581
134,877
170,991
1,200
1,200
1,094,636
1,095,081
1,202
15,428
16,285
1,000,000
167,268
166,659
1,094,636
1,095,081
175,638
159,899
145,648
130,973
16,983
17,404
14,347
10,773
1.42
1.30
1.42
1.29
1,334
1,577
1,281
173
1,967
19,340
18,820
1,107
1,841
162
109,588
1,667
10,375
10,831
166,659
10
1
182
10,375
10,375
19,357
19,357
167,268
1,417
189,217
1,281
1,281
1
1,753
172
10,831
10,831
18,820
18,820
136
179,668
1,473
1,473
146,575
146,575
147,101
147,101
1,240
1,240
1
1
1,475
1,473
132
136,042
128
136,141
191,657
191,879
107
165,364
164,895
168
135,649
10
135,877
195,180
10
195,681
12
1,227
13
1,240
162,035
100
162,331
112
1,406
122
1,473
1,473
10,735
12
1,791
12,526
12
110
110
103,154
122
1,791
104,945
122
1,404
1,026
118
1,617
1,877
189
1,629
1
1,416
1,415
161
135
1,334
1,026
1,417
1,864
170
190
1,577
1,281
136
1,010
179
1,416
170
190,185
189,173
19,606
19,234
157.8
142.7
176,010
194
175,638
159,899
17,784
17,560
164.6
1,837
1,738
13,073
12,922
11,254
13,600
12,858
1,092
1,487
1
15
1,186
127.50
13,453
127.52
10
136.49
1,215
128.09
1,252
1,107
127.54
1,252
124.19
1,252
100
100
1,148
133.74
127.52
182
137.56
138.74
1,122
131.39
131.58
165
19,340
18,820
14.6
12.5
100.0
100.0
100.0
100.0
100.0
100.0
1,600.0
1.4
1.0
14.3
10.8
18.5
175,638
159,899
19,340
18,820
14,347
10,773
175,638
159,899
18,870
16,937
1,960
103
1.42
1.30
1.42
1.29
1,021
1
1,633
1,034
1,450
We found 126 numbers that start with the digit 2. Here they are:
279,468
250,258
258,002
250,868
21,981
23,166
26,338
2,298
20,000
29,990
28,926
29,020
29,154
2,071
296
206
2,884
2,038
2,599
29,210
251,458
233,382
280,668
291,871
2,599
2,599
292
2,430
2,430
205
205
205
2
29
260
212
258,569
258,002
247.1
205
205
273
238
250,088
250,868
218.1
2
2
219
219
217,164
217,164
275,521
275,521
224,011
224,233
257,780
257,205
2.5
2.0
23.9
24.1
2.8
22.0
2,903.0
2.0
24.4
2,723.0
2.5
2,430
2.4
2,364
2,553
260
2,350
296
2,230
20
296
253
217
28
20
26,237
26,237
23,889
23,751
265,438
263,657
243,457
240,491
21,981
23,166
2.4
211,774
2,339
2.4
2.0
24.3
2,666
23
200
200
242
201
222
2,061
2,090
200.0
200.0
200.0
200.0
200.0
292
22.1
27,289
26,196
24,412
24,050
29,460
2,071
2,047
210
24
220
2,000
We found 99 numbers that start with the digit 3. Here they are:
35,217,007
3,615
30,010
393,800
35,379
35,730
35
36
38,760
32,660
317
35,608
36,466
35,679
36,784
3,043
35,941
39,653
325
3,851
3,817
35,730
36
325
325
3,028
3,851
3,851
35,379
35
36,503
37
37,985
39,739
37
3,817
3,817
36,398
36
386
386
333,004
333,004
386
330,163
330,163
386
386
31,969
31,968
32,355
32,354
38
31,952
3
31,955
32,157
3
32,160
396
3.9
3
344
391
366
393
34
30
3.9
3.5
395.7
371.5
36,566
3,575
36,566
3,575
3,615
35,926
35,926
3,575
3.2
3,007
3,616
3,226
3,072
328
33.24
3,200
3.4
3.3
39.6
306.6
34,571
317
35,608
36,466
39
35,679
36,784
4's 5's 6's
We found 76 numbers that start with the digit 4. Here they are:
40,686
46,651
46,001
4,255
401,127
459,158
467,338
44,607
44,959
4,812
4,012
4,105
47,534
47,534
49,843
46,253
47,534
4,177
4,360
42,782
44,068
4,012
43
4,812
477,116
47,534
47,534
498,035
484,279
484,665
4,170
4,170
4,170
4,170
478,562
478,767
4,697
4,697
4,697
4,697
482,581
428
482,235
483
477,425
478,709
482,581
482,235
4,072
4,579
4,170
4,697
4,012
4,468
4,812
483
4.2
417.4
466,435
40,141
40,141
40
40,141
4,215
40,141
4,215
40
4,255
4.2
4.1
43
4,608
4,189
47,534
47,802
47,534
We found 62 numbers that start with the digit 5. Here they are:
50,367
55,438
57,694
5,570
5,346
524,763
533,928
569,873
561,153
51,755
58,307
50,643
50,643
534
50,643
524
55,525
50,532
53,509
59,708
58,489
561,153
50,643
50,643
505
51,252
54,281
569,873
56
58
58
54,140
54,265
54
523
59,531
59,804
511
56,884
56,884
553
553
51.8
5,999.3
54.3
5,526.0
55
58
5,002
534
551
5,521
5,262
52,229
53
5,104
505
53.9
50,643
50,183
50,643
5
We found 31 numbers that start with the digit 6. Here they are:
656,591
657,616
60,885
6,176
6,235
6,552
64,990
624
66
6,825
6,376
664,879
677,531
6.8
687
69,401
6,717
6
6
6,149
65,087
600
62
640
640
6,176
6,235
68,672
68,632
69,167
612
7's 8's 9's
We found 34 numbers that start with the digit 7. Here they are:
72,811
74,518
7,447
7,447
7,622
7,315
741,918
731,788
79,218
7,520
78,469
73,760
7,031
731,788
741,918
78
797
797
7
790
7
797
735
774
774
774
790
797
721
7.9
78,171
7.9
774
78,878
We found 32 numbers that start with the digit 8. Here they are:
84,763
800
834
8,265
8,184
800
800
81
86,826
87,297
892
8.5
800
82
8.6
83,898
81,728
8,948
8,705
8.0
8,089
85
86
863
8,482
8,426
86.1
8
8,501
8,978
8
813
We found 15 numbers that start with the digit 9. Here they are:
95,294
92,415
92,310
92,419
92,419
98
990
90
91
91,740
91
96,760
91,227
940
98,400
While the above QLYS 10Q Filed 5/5/2026 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 5/5/2026 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 5/5/2026
32.6
17.9
14.0
10.8
8.8
4.4
4.8
4.5
2.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL? ✓  [ original filing ]
Total numbers found: 705

■ = Typical QLYS range from 8/9/2021 to 5/5/2026
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: 76
XBRL? ✓  [ original filing ]
Total numbers found: 922

■ = Typical QLYS range from 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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: 95
XBRL? ✓  [ original filing ]
Total numbers found: 727

■ = Typical QLYS range from 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
10K Filed 2/20/2026
32.1
17.3
14.6
11.6
7.0
6.0
5.3
2.8
3.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL? ✓  [ original filing ]
Total numbers found: 1,056

■ = Typical QLYS range from 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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: 91
XBRL? ✓  [ original filing ]
Total numbers found: 908

■ = Typical QLYS range from 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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: 78
XBRL? ✓  [ original filing ]
Total numbers found: 720

■ = Typical QLYS range from 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
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 8/9/2021 to 5/5/2026
DAL 10Q Filed 7/10/2026:
92
SEGG 10K Filed 7/10/2026:
94
EDUC 10Q Filed 7/9/2026:
97
KBH 10Q Filed 7/9/2026:
95
JEF 10Q Filed 7/9/2026:
89
WDFC 10Q Filed 7/9/2026:
100
NRIX 10Q Filed 7/9/2026:
91
SLP 10Q Filed 7/9/2026:
83
EPAC 10Q Filed 7/9/2026:
98
BNED 10K Filed 7/9/2026:
85
EACO 10Q Filed 7/9/2026:
21
SMPL 10Q Filed 7/9/2026:
94
BYRN 10Q Filed 7/9/2026:
74
NTIC 10Q Filed 7/9/2026:
90
PEP 10Q Filed 7/8/2026:
96
LEGOU 10Q Filed 7/8/2026:
44
AZZ 10Q Filed 7/8/2026:
88
LEVI 10Q Filed 7/8/2026:
98
PSMT 10Q Filed 7/8/2026:
100
PCYO 10Q Filed 7/8/2026:
98
UNF 10Q Filed 7/8/2026:
95
CHSCP 10Q Filed 7/8/2026:
96
SOTK 10Q Filed 7/8/2026:
62
HELE 10Q Filed 7/8/2026:
91
TMQ 10Q Filed 7/8/2026:
87
FC 10Q Filed 7/7/2026:
89
PENG 10Q Filed 7/7/2026:
86
KRUS 10Q Filed 7/7/2026:
92
SAR 10Q Filed 7/7/2026:
73
CTWO 10Q Filed 7/2/2026:
48
LNN 10Q Filed 7/2/2026:
84
SNX 10Q Filed 7/2/2026:
85
UUU 10K Filed 7/2/2026:
74
CNXC 10Q Filed 7/2/2026:
77
FIZZ 10K Filed 7/1/2026:
89
GBX 10Q Filed 7/1/2026:
98
FDS 10Q Filed 7/1/2026:
83
GIS 10K Filed 7/1/2026:
72
BSET 10Q Filed 7/1/2026:
65
MSM 10Q Filed 7/1/2026:
82
 

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