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 3/21/2025 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.
27.3
16.4
13.8
9.6
8.7
7.5
6.4
6.4
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL?   [ original filing, SNOW stockholder letter ]
Total numbers found: 1,394
Recent share count: 330,100,000 (3's column)

= Typical range across full coverage universe
Benford's Law Stocks Indicator
1394
High count compared to other filers, with SNOW falling in the highest 10% of filers. At this number count, it would take about 14 numbers to move any given column by a full percentage point.
97

Starting from a possible score of 100, we made the following score deductions:
 • We deducted points upon observing the 8's percentage was above the typical coverage universe range.
 • We deducted point upon observing the 8's percentage was above the company's typical historical range.
Benford's Law Stocks Indicator
SNOW
High score compared to other filers, with SNOW falling in the highest 10% of filers.
RVLV
SCHW
UPS
VTR
S
SJM
SPLP
VFC
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 380 numbers that start with the digit 1. Here they are:
1,762,749
180,018
1,056,559
183,967
187,093
169,767
15,501
14,402
185,461
10,355,211
10,286
1,214,673
1,907,931
1,348,119
1,672,092
1,391,747
1,106,507
1,783,379
1,287,949
1,456,010
1,094,773
1,285,099
11,233
18,467
1,289,212
1,893
1,285,640
1,289,212
1,367
1,283,228
1,893
1,279,656
16,286
1,919,369
1
1,916
1,149
184,702
184,702
184,702
13,000
13,000
12,179
1
174,284
174,284
174,284
163
163
163
1
1
1,159
1,132
1,216,374
1,216,374
1,216,374
1,893
10,286
14,765
1,932,331
1,932,333
1,932,333
142
142
195,500
195,500
195,500
1,507,134
1,507,134
1,507,134
1,285,640
1,285,640
1,289,212
10,355,211
1,289,212
182,508
119,903
1,479,314
1,168,015
14,895
1,618
166,965
101,569
134,787
108,852
19,212
171,048
11,266
190,646
184,648
1,932,333
1,800
195,500
13,000
145,803
1,780,977
1,102,534
1,780,977
15,675
12,452
17,463
174,284
1,762,749
18,228
16,829
1,780,977
197,358
169,993
1,672,092
1,391,747
1,106,507
1,783,379
1,287,949
11,233
18,467
1,289,212
118,947
119,928
104.5
1,938,783
163,974
139,640
126,876
1,633,843
101,943
188,041
134,623
1.8
1.4
1,741,089
1,741,089
113,851
113,851
1,559,893
1,520
1,560,550
142
187,112
187,205
1
1,331,709
1
1,331,708
1,549,151
1,959
1,547,716
154
131
15
1,259
1,323
191,863
172,422
131
172,422
131
15
15
1,395,409
1,909,224
1,734,302
1,741,089
1,741,089
113,851
113,851
1,059,181
1,059,181
185,163
185,163
153,065
153,065
1,579
1,579
1,741,089
1,639
1,639
1,639
1,639
190,238
13,833
1,500
11,578
15,197
12,524
14,006
12,096
17,414
18.3
17,593
153,441
19.0
10.2
106.8
19,096
106,802
171.42
106,802
19.2
14.8
1,324,805
174,225
194.28
194.28
189,858
185.4
185,427
11,594
1,434
16.6
1.6
10.1
174.7
146,444
174,691
1.9
150,000
1.9
10.4
185,030
154,900
18,803
195,677
154,900
132,517
19,851
1,056,559
194,630
14,025
14,005
1.15
1.15
157.50
157.50
130
150
100
130
100
100
1,150,000
13,890
1,136,110
1,509,295
1,150,000
14,581
1,135,419
1,539,068
195.5
112.50
157.50
157.50
101,200
14,477
11,667
11,943
12,782
148,181
16,504
143,685
1.0
15.6
1,586
16,446
13,764
127,723
121,461
14,765
130.87
147.49
1,932,164
112.50
16.7
11,283,299
11.27
128
12.35
1,037
163.17
145
13.53
101.66
1.3
1.0
120
120
180.08
10,788
180.65
165.30
1,492
15,560
181.17
12,706
158.28
172.38
1,881
176.44
19,575
169.82
17,096
142.07
168.04
163.07
139.58
151.30
1.7
11.1
10.6
1,382
1,382
118
1,436
194.28
142
199.28
162.15
180.82
1
1.8
142,163
123,363
106,302
153,317
100,067
100,896
1,479,314
1,168,015
1,517,807
1,216,845
1,341,798
1,285,099
10,978
14,775
15,376
1,011
11,233
18,467
178,337
171,359
14,948
133,266
101,725
148,600
11,550
17,585
11,233
18,467
1,707,649
1,673,213
104,517
109,446
178,776
129,855
1,326
179,374
130,737
178.0
1
178.0
165.2
12.8
115,253
12,708
1,816
15,649
151,660
115,253
1,289,212
1,893
1,285,640
15,560
14,603
1.5
12.9
1.8
152.63
199,438
149,500
1,217,784
We found 228 numbers that start with the digit 2. Here they are:
2,628,798
2,008,873
2,083,499
211,234
296,393
247,464
252,128
278,028
273,810
2,580,039
2,198,705
2,731,230
2,271,529
254,037
200,000
2,500,000
2,236
2,999,929
2
2,806,489
2,065,659
2,411,723
295,821
2,190,386
209,009
200,663
2,759
2.55
2.50
20,619
2
21,986
286
244
244
244
21,986
21,986
21,986
2,716,074
2,296
27
27
2
2
2
2,236
2,999,929
2
2,759
26,762
26,664
212,083
29,850
2,904
25,128
29,433
24,012
275,706
28,744
2,569,243
2,476,206
2,802,082
250
2,300,000
226,523
2,031
2,698,678
28,467
2,628,798
2,698,678
2,806,489
2,065,659
222,604
295,821
209,009
200,663
2,759
2
2
2,666,849
2,806,489
2,065,659
2,761,664
2,166,448
292,666
2,806,489
2,065,659
2.5
2,251,048
2,251,140
2,177
2,664,694
2,944
2,289
2,665,349
2,289
2
2
224,869
271
225,125
2,958
2,999,806
2,959
23.6
24.2
2,008,873
2,665,349
2
2
2
2
2,135
2,728
2,730
2,248,117
2,042
2,042
216,444
216,444
299,637
299,637
281,158
234,365
2,428
29,859
25,473
209,684
28,672
296,393
247,464
24.7
2,806,489
219.0
231
219,035
2
25,000
219,035
2,150
2,806,739
2,065,730
211,839
229.13
26,911
2.0
2,067,262
277,063
223,767
277,202
278,028
243,596
22,945
2,663
27.5
277,202
205,056
25,819
22,479
2.3
2.27
20
20
20
225.00
225.00
225.00
22,278
260,669
260,669
27,473
2,767,167
208.3
250.0
25
200.0
20,067
26,767
24,790
20,168
2.0
2.5
2.0
2
207.56
27,369
21,653
20.83
21,653
20.83
20,645
206.02
23,354
2.11
229.13
2.10
219.26
209.15
219
213.81
226.91
299,657
246,811
29,417
26,480
21,647
269,871
26,380
213,532
2,443
2,750,864
2,621,009
27,481
234
2.6
241.9
212.2
27,365
2.55
2.50
24,790
20,957
21,653
27,369
284
265
22.5
We found 193 numbers that start with the digit 3. Here they are:
334.1
359,439
331,411
333,704
35,923
33,944
3,301,183
377,818
33,120
3,032,789
334,301
334,453
333,865
333,961
34
34
3,006,643
3,626,396
323,008
3,867,733
3,002,704
35,339
3,572
3.86
332,707
328,001
318,730
30,760
30,052
3,572
312,377
31
39,742
39,743
39,743
3,348
323,305
32
38,272
385
387,596
387,596
387,596
3,512
30,052
30,052
30,052
334,453
34
3,381
3,572
334,301
34
3,006,643
3,497
31,420
382,755
35,086
34,133
30,305
362,609
3,901,321
3,670,867
3,657,072
39,893
380,799
31,230
36,061
38,493
3,626,396
323,008
35,339
37
38
38
379,664
3
3,462,422
3,626,396
3,626,396
388,578
388,670
3,064
3,064
307,752
38
307,856
3,036
3,394
353,525
353,548
3,005,041
338,893
338,893
338,893
338,893
321,952
3,394
3,330
388,670
388,670
3,064
3,064
307,856
307,856
3,176,979
353,548
353,548
3,798,363
37,320
301,232
3,101
38,036
34,713
31,420
34.0
33.9
39,106
34,890
322,105
30.0
37.7
35,000
3.5
3,626,424
34.0
38,818
345
3,713
33,000
3,563
35,000
3.4
33,914
3
36,929
328
32,787
330,585
331,411
38.8
318,536
39,571
37,108
39,652
31.2
30
30
30
399.6
3,235
3.6
399.6
34.1
3.3
35,854
3,493,648
3,493,648
3,478,059
31.2
30.8
3,348
3,367
380
361
385
3
3
3.8
331,807
38,493
3.5
35,545
366
33,910
363,422
371,767
376,804
36,044
31,776
3,283,281
3,104,505
39,173
3.1
35,752
3,572
332,707
328,001
318,730
3.86
35,854
3.7
3.2
4's 5's 6's
We found 134 numbers that start with the digit 4. Here they are:
42.3
446,860
436
492
4,075,604
412,262
44,887
47,565
4,113
40,931
40,931
40,931
438,916
438,916
438,916
409
492
4,075,604
44,697
44,697
44,697
445
489,555
489,555
489,555
436
46,240
43,434
46,809
46,435
47,711
40,498
42,342
46,279
44,886
40,931
489,149
48,181
438,916
412,262
44,887
47,565
4,113
499,592
46,577
432,634
4.8
48
4,466
4,466
4
4,915,742
4,916,489
4,653
4,336,750
4,331,514
4,653
4,466
4,466
456,673
456,673
4,918,068
4,331,574
4,125
46,435
46,809
46,435
49,575
449,834
4
4.4
4.1
4.8
4
43,968
46,426
4.9
438,916
4
494,411
4,400
4,072
47,919
463,102
48,571
46,576
40,641
44,017
4,508
446,860
46,240
41,364
47,711
40,498
42,342
413,741
47.8
4,012
42,043
42.3
409
428
445
4
4
4
4
4
4.2
4.4
46.3
49.6
48.4
4.5
4.7
4.2
4.0
407,524
48,830
4,700
4,410
4,113
49,476
4,367
4,113
420,491
45,032
41,609
48,629
483.5
482.9
446
49,281
490.6
We found 121 numbers that start with the digit 5. Here they are:
5,869,372
5,039,264
51,721
515,454
59,505
5,180,308
5,190,594
5,982
5,984
5,049,045
5,049,045
5,456,436
5,468,615
57,162
57,163
57,163
516
500
523,433
523,433
523,433
5,180,308
5,190,594
513
56
5,984
5,984
5,984
59,505
59,943
52,892
57,445
536
59,795
528,029
514,301
545,639
58,813
597,885
57,194
591,732
53
547,547
536,885
574,748
528
533,211
533,211
56,263
56,263
574
525,408
513,815
5,465
513,815
5,465
501,369
501,369
533,211
533,211
56,263
56,263
573,780
573,780
533,211
5,491
5,307
56.4
5
5,916
5,761
5,067
53,000
55,732
500,969
55,442
55,732
515,454
59,943
52,892
52,616
56,037
5,774
5,960
54,988
557,426
529,953
569,771
577,133
59,371
591,673
5
5
56,000
5.7
5,237,549
5,023,664
5
50
5
5
56.6
56.7
50.0
58.9
5.4
5.5
50.0
56,699
58,136
511,504
54,008
50,790
56,662
598
520.4
57,715
569
52,125
5.0
5.0
We found 104 numbers that start with the digit 6. Here they are:
656,476
61,264
6,027,295
67,140
6,714
6,984,669
6,118
61,234
61,234
61,234
6,804
68,299
68,299
68,299
67,140
6,593
660
67
67
67
6,714
63,535
61,525
64,573
61,234
6,186
6,550
6,317
6,850
69,880
65
67
655,832
68.2
6.9
609,937
609,738
656,476
625,766
607,989
607,989
60
60
67,804
64.6
65,893
6,773
6
6.5
62,931
6,623
62.0
62,008
61
612
6,202
650.8
650,755
659
650,755
68,428
6,211
60,490
6,597
657,370
66,881
6.2
6.1
64,449
6,153
66,850
61,339
6,351
69,728
66,493
655,709
602
64,834
642
6,118
6.50
6.84
6,608
6.79
60.2
6,810
64
671
64.6
60.0
644,928
626
6,294
6,686
607
6,143
6.2
6.0
6.2
6.1
655
671
62,436
6.8
7's 8's 9's
We found 89 numbers that start with the digit 7. Here they are:
7,293,575
717,540
788,058
73,839
797,526
796,705
797,526
708
796,705
796,705
797,526
77,053
77,053
77,053
76
7,635
7,493
7,293,575
797,526
74,787
7,671
7,420
70,876
74,519
700
749
77,053
7,273
701,200
788,058
73,839
797,526
71
72,784
727
742,235
742,234
717,271
71,813
71,813
742,234
742,234
745
745
745
745
750
78,737
74,641
7.1
7,734
74.8
759
76.3
76,261
77,944
7,302
7,302
7,302
7,302
7,906
7,539
72,158
70,409
73,003
755.3
789
78.8
7.53
713
70.59
78.83
79.16
79.1
76
74.8
7.6
71.3
74.8
754
7,571
7,667
71,295
7,732
725,823
75,180
75,180
797,526
796,705
We found 89 numbers that start with the digit 8. Here they are:
86,096
8,223,383
8,220
8,223,383
898,558
842,267
849,223
815,993
837,990
821
836,097
837,990
807,938
819,512
821
806,045
818,691
890,950
890,950
890,950
821
8,210,750
8,355
896
8
836,097
836,097
837,990
8,220
87,706
87,706
87,706
837,990
861,533
8,024
848,122
832,258
854,103
824,246
87,706
837,990
85.3
877,496
873,417
8,193
8,195
8,193
8,195
8,681
8,681
84.8
85.6
87,706
8.3
844,814
83,000
8,136
8.1
866,099
86,472
8,874
8,005
869
826
8,874
826
82.2
80,653
88,542
8,000
85
8.02
8,357
8
821
852,027
861,533
890,950
875,703
851,538
849,223
815,993
806
82,683
882
837,990
821
836,097
821
We found 56 numbers that start with the digit 9. Here they are:
922,805
926,902
97,662
916,307
975,906
9,033,938
9,331,238
9,033,938
9,331,238
9,859
93,128
95,107
959,764
92,624
933
917,701
956,731
956,731
939,902
956,731
992,069
92,573
974.3
92
92
97
947,718
939,727
939,727
97,324
93,222
968
9
9,589
9,029
932,308
937,873
93.7
92,033
99,458
96.9
97,208
93,056
975,906
9,274
9,896
98
94,300
964,554
913.9
9,612
9,900
93.7
9
95,779
94,997
While the above SNOW 10K Filed 3/21/2025 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 10K Filed 3/21/2025 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical SNOW 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

27.3
16.4
13.8
9.6
8.7
7.5
6.4
6.4
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 97
XBRL?   [ original filing ]
Total numbers found: 1,394

= Typical SNOW range from 12/2/2020 to 3/21/2025
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: 66
XBRL?   [ original filing ]
Total numbers found: 817

= Typical SNOW range from 12/2/2020 to 3/21/2025
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 3/21/2025
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: 92
XBRL?   [ original filing ]
Total numbers found: 1,005

= Typical SNOW range from 12/2/2020 to 3/21/2025
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: 96
XBRL?   [ original filing ]
Total numbers found: 1,045

= Typical SNOW range from 12/2/2020 to 3/21/2025
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 3/21/2025
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: 90
XBRL?   [ original filing ]
Total numbers found: 1,207

= Typical SNOW range from 12/2/2020 to 3/21/2025
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: 86
XBRL?   [ original filing ]
Total numbers found: 1,262

= Typical SNOW range from 12/2/2020 to 3/21/2025
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: 99
XBRL?   [ original filing ]
Total numbers found: 779

= Typical SNOW range from 12/2/2020 to 3/21/2025
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 3/21/2025
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: 96
XBRL?   [ original filing ]
Total numbers found: 854

= Typical SNOW range from 12/2/2020 to 3/21/2025
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: 99
XBRL?   [ original filing ]
Total numbers found: 1,018

= Typical SNOW range from 12/2/2020 to 3/21/2025
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 3/21/2025
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: 75
XBRL?   [ original filing ]
Total numbers found: 1,092

= Typical SNOW range from 12/2/2020 to 3/21/2025
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: 95
XBRL?   [ original filing ]
Total numbers found: 1,168

= Typical SNOW range from 12/2/2020 to 3/21/2025
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 3/21/2025
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 3/21/2025
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 3/21/2025
 

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