On this page of Benford's Law Stocks.com we present our study of SNOWFLAKE INC. — ticker symbol SNOW. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 12/2/2020 to 11/27/2024 for SNOWFLAKE INC. under CIK number 0001640147. 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 SNOW, 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 SNOWFLAKE INC. based on the past SNOW filings our system processed in the past.
25.5
19.6
14.8
7.9
9.1
7.5
5.6
4.8
5.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL?   [ original filing, SNOW stockholder letter ]
Total numbers found: 1,207
Recent share count: 335,200,000 (3's column)

= Typical range across full coverage universe
Benford's Law Stocks Indicator
1207
High count compared to other filers, with SNOW falling in the highest quartile of filers. At this number count, it would take about 12 numbers to move any given column by a full percentage point.
89

Starting from a possible score of 100, we made the following score deductions:
 • We deducted point upon observing the 2's percentage was above the company's typical historical range.
 • We deducted point upon observing the 3's percentage was above the typical coverage universe range.
 • The 5's percentage was higher than the 4's percentage, increasing the penalty multiplier.
 • The 9's percentage was higher than the 8's percentage, increasing the penalty multiplier.
 • This is the 2nd column with percentage higher than the prior column, resulting in a penalty deduction.
 • We deducted point (includes the impact of penalty multiplier) upon observing the 9's percentage was above the typical coverage universe range.
 • We deducted point (includes the impact of penalty multiplier) upon observing the 9's percentage was above the company's typical historical range.
Benford's Law Stocks Indicator
SNOW
Normal-to-high score compared to other filers, falling within the top of the middle 50%.
RWT
SHW
TPR
UDR
SHO
SMG
TG
TPX
Check our work! We provide our SNOWFLAKE 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 SNOW 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 308 numbers that start with the digit 1. Here they are:
1,762,749
140,898
180,018
177,307
187,093
148,920
1,974,934
11,973
14,402
185,461
10,286
1,758,137
1,375,036
1,239,409
1,029,925
1,290,889
106,260
1,069,332
152,699
146,902
1,937
1,333
11,796
11,064
1,333
11,551
11,551
11,551
1
1,020,394
1,020,395
1,020,395
11
1,410
1,393
17
17
195,500
195,500
195,500
11,289
1,095
1,632
10,846
10,286
1
1
1
14,765
1,936,722
1,936,724
1,936,724
100
100
195,500
195,500
195,500
1,078,128
1,078,128
1,078,128
12,179
1
163
163
163
1,740
11,064
11,064
11,064
1,333
10,846
132,378
1,051,195
1,105
13,107
14,286
102,721
17,125
11,266
1,932,333
195,500
106,405
1,131
1,780,977
17,310
17,713
122,835
119,928
1,928,759
120,507
103,031
1,569,099
18,083
147,205
110,412
135,115
1.6
1.2
1,479,438
1,479,438
154,090
1
1
154,090
109,513
109,513
14,885
1
14,884
1,784,996
1,784,997
1,770,898
1,771,192
1,021
113
179,629
168
179,788
1
1,331,709
1
1,331,708
1,549,151
1,959
1,547,716
154
131
15
1
1
12,160
1
12,160
1
190,643
172,126
1,021
111,609
113
111,609
113
1,125,769
1,367,098
1,198,181
1,439,510
1,259
1,323
191,863
172,422
131
172,422
131
15
15
1,395,409
1,909,224
1,734,302
1,479,438
1,479,438
154,090
154,090
109,513
109,513
14,884
14,884
1,097,552
1,097,552
179,788
179,788
1,479,438
1,408
1,408
1,408
1,408
190,238
1,500
1,000
11,578
1,790
18,374
1,105
17,440
1,790
1,105
18.3
17,593
18,171
16,792
129,173
15.2
10.0
12.3
19.2
14.8
185.4
185,427
11,594
1,434
16.6
1.6
10.1
1,476,684
163,528
154,900
1,320
106
198,282
195,677
154,900
132,517
12,836
14,759
15,035
11,650
1.15
1.15
157.50
157.50
130
150
100
130
100
100
1,150,000
15,184
1,134,816
1,181,510
1,150,000
15,357
1,134,643
1,170,206
195.5
112.50
157.50
157.50
101,200
167
1.7
16.5
1
1,586
16,446
13,764
130,635
121,461
14,765
115.11
153.48
130.87
147.49
1,015,925
1,932,164
112.50
16.7
12.35
163.04
1,379
18.01
164.78
1,816
19.07
19.98
12.45
120
120
10.5
19,575
169.82
167.74
162.47
168.85
139.58
170.44
141.61
172.52
167.94
167.01
120.12
174.28
166.39
152.96
1.7
1,382
1,385
16
1,423
146
194.28
110.78
194.28
189.12
103,581
199,980
167,445
107,927
1,051,195
11,940
12,608
1,080,276
1.6
1.0
1,333
19,866
14,604
130
170
167
We found 237 numbers that start with the digit 2. Here they are:
2,148,928
2,008,062
2,083,499
278,374
247,464
280,719
252,128
268,514
273,810
2,198,705
2,647,272
2,731,230
2,269,459
287,881
254,037
200,000
2,500,000
2,760
2,929,445
2,934,409
2
2,639,626
2,031,790
228,948
297,171
240,906
2,827,469
2,194,304
260,623
2,646
211,302
214,694
214,251
2.88
2.04
214,694
2,575
2
2,619
209,658
209,215
2,010
2,117
2,619
2,619
2,619
2,760
2,929,445
2,934,409
204
24,169
24,169
24,169
2,607
214,251
214,251
214,694
27,208
2
2,591
2
2,760
2,929,445
2,934,409
2,716,074
279,067
279,067
279,067
27,208
2
205,138
28,739
226,686
22,014
23,428
27,104
279,534
28,744
2,288,985
2,095,329
2,276,653
2,751,148
273,828
2,300,000
2,166,238
21,198
29,081
2,148,928
2,166,238
2
2,519,119
2,639,626
2,031,790
2,014,996
26,269
2,639,626
2,031,790
2.8
2.5
27,070
2
27,072
2
2,476
2,182
228
2,900,618
2,900,839
2
2
224,869
271
225,125
2,958
2,999,806
2,959
22.5
24.2
2,008,062
2,900,839
2
2
2,119
2,182
21,474
21,474
2,863
241,329
2,865
241,329
2
2
2
2
2,135
2,728
2,730
2,248,117
27,072
27,072
219,137
219,137
2,028
2,028
216,444
216,444
299,637
299,637
280,589
296,176
234,365
29,859
23,912
204,768
278,374
247,464
23.0
26.0
2,150
2,032,036
214,694
231,175
242,064
22,318
267,688
268,514
243,596
22,945
2,663
24.1
22.5
24,182
267,688
220,843
205,056
23,341
22,479
2.3
2.27
20
20
20
225.00
225.00
225.00
2.9
25
21,468
26,767
26,702
20,168
2.0
2.5
2,607
2.0
2
27,369
26,858
22
207.56
25,097
2,872,192
2,012
207.56
23,054
2,287,372
21,958
2,287,350
23.5
20.2
20.6
21,659
2,408
2,272
21,047
2,126
25,280
209.15
223.42
205.15
25
205.68
23
229.13
240,118
226,841
24,603
298,286
29,081
214,694
214,251
2.88
2.04
26,703
23,054
29,776
286
We found 179 numbers that start with the digit 3. Here they are:
330.1
331,411
329,831
38,288
33,944
33,120
3,032,789
330,520
334,453
330,071
333,961
33
34
320,894
355,079
332,065
365,457
37,722
325,965
3,392
327,902
3,623
324,279
331,761
329,310
333,136
326,964
327,902
325,283
3,623
321,660
335,620
34
314
30,318
30,318
30,318
376,393
376,393
376,393
324,279
324,279
3,623
327,902
330,520
33
329,878
33
32,244
3,291,963
310,894
310,894
310,894
329,651
33
3,906,252
334,453
34
35,031
35,031
35,031
356,178
356,178
356,178
330,520
33
323,305
32
38,272
38,820
38,821
38,821
3,512
329,651
33
3,906,252
39,141
33,869
35,814
328,704
38,702
33,709
34,344
35,002
34,242
309,689
35,212
38,854
359,607
31,230
385,261
37,230
3,438
379,664
35,695
311,586
35,935
3
341,828
341,943
3,546
3,325
3,549
3,327
3,394
353,525
353,548
3,005,041
399
362,769
3,325
3,327
338,893
338,893
338,893
338,893
321,952
3,394
3,330
388,779
388,779
341,943
341,943
3,208,426
353,548
353,548
3,798,363
37,320
3,101
3,791
380
35,814
33.9
34,890
322,105
30.0
39.4
3.5
3,713
33,000
3,563
33,414
32,787
330,585
331,411
39,571
37,108
39,652
31.2
30
30
30
399.6
35.2
38.3
3.6
399.6
3.3
3.75
3,723,873
31
36.4
3,202
3
36,358
30,530
363,259
37,230
375,199
310,894
3.8
327,902
3,623
324,279
331,761
329,310
333,136
326,964
324,563
4's 5's 6's
We found 95 numbers that start with the digit 4. Here they are:
4,984,071
485,130
446,860
449
492
4,075,604
4,964
437,962
442,435
48,655
4,170
443
44
443
460
4,129,001
4,137,588
449
4,964
41
41
41
400,038
400,038
400,038
443
4,929,921
4,940,767
492
4,075,604
43
449
4,964
4,929,921
4,940,767
42,370
49,226
4,879
42,456
4,595
43,164
436,258
499,592
41,812
416,734
49,295
4,685,614
4,685,836
4,653
4,336,750
4,331,514
462
462
4,653
4,687,864
4,331,574
4,206
48,132
407,547
4.4
4.1
43,968
46,426
4.9
4,400
4,294
465,970
47,919
463,102
48,571
40,749
40,641
4,508
485,130
446,860
4,012
400,000
41.4
474
4.2
4.4
46.3
48.4
46.3
49.6
48.4
4.5
4.5
4.7
4.1
4.0
466,867
40,886
443
474
We found 110 numbers that start with the digit 5. Here they are:
596,352
5,039,264
51,721
51,264
5,267,849
5,180,308
5,190,594
505,225
53,491
5,322
5,927
5,458
5,036
5,460
5,322
5,379
5,625,819
500
5,286,938
5,298,227
551
5,036
5,036
5,036
500
5,180,308
5,190,594
5,196
5,750
5,650
5,460
5,460
5,460
5,322
5,456,436
5,468,615
5,951
516
5,131
500
523,433
523,433
523,433
500
54,722
532
51,574
51,672
527,039
503,542
54,394
591,732
5,293
559,093
569,743
52,781
556.1
5.7
50
533,211
533,211
56,263
56,263
574
525,408
513,815
5,465
513,815
5,465
533,211
533,211
56,263
56,263
573,780
573,780
533,211
5,372
5,307
5,200
5.0
53,000
557,044
55,732
55,442
55,732
58.9
53,494
59,371
591,673
5
5,023,664
5.75
5
5,869
533
50
54
525
500
56.6
56.7
5.5
5.4
5.5
53.0
599,569
5,322
589
50,058
5.0
We found 90 numbers that start with the digit 6. Here they are:
61,390
67,140
6,970,492
656,754
621,200
689
689
675,012
6,934
668,078
666,745
65
668,078
657,014
655,681
62,800
68
67
67
67
61,390
6,970,492
68,299
68,299
67,140
660
68
67
67
67
61,390
6,970,492
61,234
61,234
61,234
68,299
68,299
68,299
666,745
666,745
668,078
68,299
668,078
68,835
689
62,785
66,470
67,409
61,234
698,478
678.5
608,263
674
607,916
60,252
60,252
69,203
63
622
625,766
673,640
673,640
607,989
607,989
60
60
6,796
67,804
67.9
61.0
6
6.5
62,931
6,623
62.0
62,008
669,011
6,211
6.0
602
64,432
687.0
671
68
60.0
6
668,078
666,745
65
65,424
7's 8's 9's
We found 67 numbers that start with the digit 7. Here they are:
734,173
78,704
765,848
732
71
712
7,294
7,294
7,294
77,053
77,053
77,053
71
7,569
749
77,053
765,472
7,690
734,173
719,325
72,781
734,173
742,235
742,234
72,412
72,412
717,271
71,813
71,813
742,234
742,234
745
745
745
745
750
790
78,737
74,641
7.1
759
76.3
76,261
734,173
714,693
78,536
78,672
76,228
7,554
71.4
76,165
7,302
7,302
7,302
7,302
789
7.69
77
7.14
79.16
748
7,254
71
7.6
71.3
75,708
75,515
We found 58 numbers that start with the digit 8. Here they are:
89,831
86,096
892,777
8,202,258
8,223,383
8,220
8,202,258
8,223,383
881,489
819,268
8,474
8,444
891
8,587
80,213
80,213
80,213
8,826
8,679,411
8,931,647
8,220
8,210,750
899,747
899,747
899,747
8,931,647
84,917
862,517
877,496
873,417
8,193
8,195
892,777
802,043
871,246
8,193
8,195
8,681
8,681
8,991
8,611
8.3
83,000
8,136
8,874
826
8,874
826
86,059
80,341
8,901
8,105
8,826
8
895
86,035
862,517
899,747
We found 63 numbers that start with the digit 9. Here they are:
926,902
916,307
990,665
975,906
9,964,054
9,331,238
942,094
923,473
986,657
955,044
963,488
958,166
98
963,488
958,028
952,706
9,822,965
9,964,054
90,162
90,162
90,162
9,331,238
958,166
958,166
963,488
9,964,054
963,488
956,731
999,895
982,182
999,895
900,282
942,094
98,324
942,094
9
9
9
947,718
939,727
939,727
9,465
95,772
93,222
9,029
99,458
90,212
905
975,906
990,665
9,274
98
94,300
95.6
9.1
960
92
901.4
93,294
9
963,488
958,166
98
While the above SNOW 10Q Filed 11/27/2024 is interesting in isolation, we have found that it is also useful to take a look at older SNOWFLAKE 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 11/27/2024 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical SNOW 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

25.5
19.6
14.8
7.9
9.1
7.5
5.6
4.8
5.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL?   [ original filing ]
Total numbers found: 1,207

= Typical SNOW range from 12/2/2020 to 11/27/2024
25.2
17.4
13.3
9.7
9.6
7.5
6.3
7.0
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 82
XBRL?   [ original filing ]
Total numbers found: 1,262

= Typical SNOW range from 12/2/2020 to 11/27/2024
26.7
19.5
12.5
10.3
9.4
8.1
4.6
5.1
3.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL?   [ original filing ]
Total numbers found: 779

= Typical SNOW range from 12/2/2020 to 11/27/2024
26.0
18.3
16.6
10.3
6.8
6.3
6.6
5.7
3.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL?   [ original filing ]
Total numbers found: 900

= Typical SNOW range from 12/2/2020 to 11/27/2024
28.9
16.4
13.9
11.0
8.5
8.3
4.0
4.6
4.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL?   [ original filing ]
Total numbers found: 854

= Typical SNOW range from 12/2/2020 to 11/27/2024
27.2
17.9
12.8
10.2
9.7
6.8
5.8
4.5
5.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL?   [ original filing ]
Total numbers found: 1,018

= Typical SNOW range from 12/2/2020 to 11/27/2024
22.6
18.6
15.1
10.9
9.4
8.4
4.7
5.8
4.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL?   [ original filing ]
Total numbers found: 1,069

= Typical SNOW range from 12/2/2020 to 11/27/2024
24.0
18.1
12.6
10.3
13.0
8.7
6.0
3.8
3.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 73
XBRL?   [ original filing ]
Total numbers found: 1,092

= Typical SNOW range from 12/2/2020 to 11/27/2024
25.1
17.1
14.0
10.8
9.0
6.8
6.8
6.2
4.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL?   [ original filing ]
Total numbers found: 1,168

= Typical SNOW range from 12/2/2020 to 11/27/2024
29.9
18.7
12.3
11.5
7.0
5.8
6.0
5.9
2.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL?   [ original filing ]
Total numbers found: 729

= Typical SNOW range from 12/2/2020 to 11/27/2024
29.5
16.7
12.7
8.9
6.2
9.8
6.6
5.4
4.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 83
XBRL?   [ original filing ]
Total numbers found: 742

= Typical SNOW range from 12/2/2020 to 11/27/2024
27.8
17.7
13.9
10.9
9.2
6.9
5.4
4.7
3.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL?   [ original filing ]
Total numbers found: 827

= Typical SNOW range from 12/2/2020 to 11/27/2024
22.5
17.4
17.4
8.3
10.4
5.9
6.7
5.6
5.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 63
XBRL?   [ original filing ]
Total numbers found: 817

= Typical SNOW range from 12/2/2020 to 11/27/2024
25.5
16.9
17.2
11.0
8.7
7.3
5.4
4.6
3.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL?   [ original filing ]
Total numbers found: 1,023

= Typical SNOW range from 12/2/2020 to 11/27/2024
25.8
16.0
13.2
11.7
11.7
7.3
5.6
5.4
3.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 91
XBRL?   [ original filing ]
Total numbers found: 1,005

= Typical SNOW range from 12/2/2020 to 11/27/2024
26.3
17.2
12.5
10.1
9.9
7.0
6.9
5.9
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL?   [ original filing ]
Total numbers found: 1,045

= Typical SNOW range from 12/2/2020 to 11/27/2024
26.6
18.7
9.3
10.6
7.7
9.4
5.8
5.5
6.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 55
XBRL?   [ original filing ]
Total numbers found: 583

= Typical SNOW range from 12/2/2020 to 11/27/2024
 

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