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 3/31/2021 to 12/5/2025 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.
29.1
19.5
15.2
8.8
6.4
6.0
4.9
4.9
5.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL?   [ original filing, SNOW stockholder letter ]
Total numbers found: 1,200
Recent share count: 338,800,000 (3's column)

= Typical range across full coverage universe
Benford's Law Stocks Indicator
1200
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.
95

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 points upon observing the 3's percentage was above the typical coverage universe range.
 • We deducted point upon observing the 5'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.
 • 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
High score compared to other filers, with SNOW falling in the highest quartile of filers.
RNG
RYN
TFX
UAN
RRX
SCHW
SON
TRU
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 349 numbers that start with the digit 1. Here they are:
1,941,657
1,411,448
167,926
164,319
1,041,474
1,174,960
1,056,559
183,967
193,691
169,767
10,884
15,501
185,461
11,218,186
10,355,211
1,212,909
1,111,474
1,758,137
1,510,875
1,239,409
1,458,434
1,290,889
107,118
106,260
1,151,509
1,117,006
1,069,332
148,111
152,699
1,854
1,010,012
1,937
1,019,485
1,022,066
1,019,485
17
1,012,126
1,014,707
10,939,122
188,791
188,791
188,791
1,043
1,254
1,254
11,218,186
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
10,355,211
1,205,799
1,205,799
1,205,799
1,022,066
1,022,066
1,019,485
11,218,186
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
1,019,485
161,519
132,378
1,195,955
1,051,195
18,469
108,715
11,159
1,146
12,625
181,680
102,721
172,419
164,230
17,125
1,311
1,990,216
19,397
106,996
1,932,333
195,500
1,060,082
106,405
12,243
1,131
1,780,977
1,984,631
1,941,657
17,310
1,984,631
1,212,909
162,628
1,510,875
1,239,409
1,458,434
1,290,889
107,118
106,260
148,111
152,699
1,854
1,937
1,019,485
118,947
1,158,377
154,266
120,507
1,212,909
199,421
147,205
195,396
135,115
1,212,909
1.9
1.6
1,117,544
1,117,544
116,675
116,675
104,885
1
104,907
1,824
1,824
1,401,089
1,401,111
1,726,138
151
1,730,323
1,741,089
1,741,089
113,851
113,851
1,559,893
1,520
1,560,550
142
187,112
187,205
1,411,448
1,041,474
13,833
10,000
11,578
18,374
1,712
17,440
18.3
1,117,544
1,117,544
116,675
116,675
104,907
104,907
1,824
1,824
10,000
10,000
1,126,166
10,000
1,692
1,692
1,692
1,692
1,741,089
1,741,089
113,851
113,851
1,059,181
1,059,181
185,163
185,163
153,065
153,065
13,833
13,833
1,579
1,579
1,754,922
1,639
1,639
1,639
1,639
180,898
125,781
14,430
153,441
135.2
18.4
15.2
164.5
12,000
12,028
118,237
164,451
1,212,909
1,035,636
19.2
14.9
131,191
186,173
154,900
109,618
11,199
16,400
11,968
1,311
1,267
185,030
154,900
18,803
107,594
15,923
1,056,559
118,401
1,174,960
194,630
116,404
14,025
12,733
12,290
14,005
103,804
1.15
1.15
157.50
157.50
130
150
100
130
100
100
1,150,000
10,001
1,139,999
1,150,000
12,250
1,137,750
195.5
112.50
157.50
157.50
101,200
100.0
171.3
185.5
13,155
1,556
1,586
18,967
16,446
135,298
127,723
1,043
14,765
115.11
169.95
130.87
1,015,925
1,932,164
112.50
1.3
16.7
12.85
17,241
10.64
14,711
14,711
13,965
18.83
1.4
120
120
13.5
151.30
147.06
158.50
1,013
156.70
176
163.04
149.39
1,844
155.74
154.37
152.62
1,421
154.96
150.03
157.29
1.7
11.1
1,436
1,434
17
1,417
1,455
180.82
116
174.01
194.28
173.31
136.67
177.93
104,674
103,581
104,632
199,980
109,772
107,927
1,195,955
1,051,195
11,940
1,195,955
1,080,276
1.3
1,019,485
1,022,066
14,711
14,603
14,603
1.1
17.4
We found 234 numbers that start with the digit 2. Here they are:
2,628,798
2,008,873
211,234
265,844
296,393
254,641
256,580
278,028
209,511
2,423,622
2,580,039
2,277,749
2,271,529
200,000
2,500,000
2,236
2,132,933
2,999,929
2,132,933
2,639,626
2,288,478
297,171
2,827,469
2,075
287,921
291,603
2,354
2,581
293,957
2.88
291,603
27
2,575
22
2
2,341
2,619
289,262
2,354
2,581
291,616
2,782
2,372,648
2,379,589
2,530
26,906
26,906
26,906
263
2,377
232,896
232,896
232,896
2,341
2,341
2,341
293,957
293,957
2,354
291,603
2,132,933
2,132,933
2,010
2,117
2,619
2,619
2,619
2,760
2,929,445
2,934,409
2
2,236
2,999,929
2,460
28
2,581
2,132,933
2,132,933
2,591
2
2,760
2,929,445
2,934,409
2
2,273
2,515
217,846
226,686
23,428
2,288,985
2,114,923
2,276,653
2,145
2,300,000
2,698,678
2,166,238
23,275
21,198
29,081
2,148,928
2,166,238
2,639,626
263,622
203,072
297,171
2,075
291,603
2,519,119
2,639,626
2,558,614
2,014,996
26,269
2,639,626
23
28
2,447,778
216
2,452,922
222
2,251,048
2,251,140
2,177
2,664,694
2,944
2,289
2,665,349
2,289
22.1
23.6
2,452,922
281,158
237
263
255
269,363
269,363
287,631
287,631
2,741,031
2,042
2,042
222,027
241,716
222,027
25,473
228,715
209,684
28,672
210,398
265,844
296,393
29.1
23.0
20.8
221
2,661,758
291,454
265
298,427
256,154
256,580
277,063
223,767
277,202
278,028
28.9
24.1
28,561
29,203
256,154
297,596
21,489
26,425
23,263
25,819
23,080
2.3
2.27
20
20
20
2,029,440
2,121,118
225.00
225.00
225.00
20.8
200.0
25
23.4
20,067
23,434
24,790
2.0
2.5
223.35
232,881
21,653
20.83
20,806
21.37
2,903,841
24.03
2,530
26.33
26.33
23.0
23.5
20.2
23,354
2,425
25,199
201.47
2,347
23,850
227.16
2,386
21,979
2
222.05
24
287,401
240,118
236,895
29,081
291,603
2,354
2,581
293,957
2.88
23,434
26,703
23,054
20.0
We found 182 numbers that start with the digit 3. Here they are:
342.2
359,439
333,704
35,923
3,383,314
3,301,183
367,658
377,818
342,473
334,301
342,065
333,865
34
34
3,006,643
3,399,952
390,873
320,894
3,405,484
329,473
365,457
34,897
37,722
325,965
3,682
327,902
3,623
324,279
3.04
339,648
331,761
335,875
333,136
327,902
3,307
34
325,283
3,623
321,660
339,179
34
34,930
34,930
34,930
342,473
34
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
334,301
34
3,006,643
3,791
3,791
342,473
34
334,453
34
35,031
35,031
35,031
356,178
356,178
356,178
330,520
33
33,869
35,520
35,814
3,445
3,733
328,704
36,296
38,702
34,344
35,002
34,242
35,212
359,607
31,230
385,261
3,438
3,399,952
320,810
34,897
37,722
3,682
327,902
38
37
37
3,245,686
3,399,952
32,166
3,399,952
3.7
3,848,867
3,854,033
388,578
388,670
3,064
3,064
307,752
38
307,856
3,036
331,436
355,833
301,232
32,021
3,791
37,232
380
35,520
35,814
3,877,197
388,670
388,670
3,064
3,064
307,856
307,856
3,176,979
31,396
39,106
39.4
3,405
3,411,623
338,999
3.6
317,364
36,929
328
3,858
38,294
31.2
30
30
30
399.6
3.6
399.6
3.3
3,493,648
3,565
3,439,121
3,656,727
3,656,727
3,575,826
38
3.8
3.8
3.6
35,438
36,358
35,313
363,259
375,199
3.3
327,902
3,623
324,279
339,648
331,761
335,875
333,136
3.04
333
3.3
3,640,816
4's 5's 6's
We found 106 numbers that start with the digit 4. Here they are:
4,623,495
403,686
40,208
408
436
437,962
494,027
442,435
436,175
45,481
48,655
4,419
417
411,752
411,752
411,752
4,479
4,479
408
460
4,129,001
4,137,588
449
4,964
436
486,261
486,261
486,261
4,257
4,479
4,479
408
492
4,075,604
43
449
4,964
49,762
42,370
42,456
42,387
440,788
485,221
42,974
437,962
494,027
442,435
436,175
45,481
48,655
421,003
41,812
416,734
49,295
4.8
48
4,336
4,466
4,466
4
4,915,742
4,916,489
4,542
4,542
4,466
4,466
456,673
456,673
4,932,651
49,575
476,242
449,834
4,323
46,000
46,214
4.4
4.1
45,282
44,533
4,432
44
426
4,400
4,072
44,017
46,576
4,257
4
42.6
41.4
4.2
4.4
48.4
46.3
48.4
46.3
49.6
4.5
4.3
4.5
4.2
40,886
412,278
412,278
474
44
We found 77 numbers that start with the digit 5. Here they are:
5,869,372
515,454
57,653
55,714
59,505
5,123
550,364
5,322
548
52
56
5,078
5,458
5,460
5,322
56,968
55,714
5,123
5,379
5,625,819
59,505
55,714
5,123
5,180,308
5,190,594
5,196
5,750
5,650
5,460
5,460
5,460
5,322
532
527,039
54,394
57,272
550,364
536,885
520,485
54,532
553,545
5
5
556,171
556,994
53
5,360
5,388
528
5,775
5,491
500
5,200
5,211
501,369
501,369
52.2
55,732
554,581
55,732
500,969
515,454
530.0
50.0
5
5,459
56.6
56.7
54.1
5.4
52.0
50.0
599,569
5,322
590
53,686
5.0
We found 72 numbers that start with the digit 6. Here they are:
656,476
61,264
6,097,258
6,027,295
6,714
621,200
689
6,220
689
6,747
6,941
62,800
68
67
67
67
61,390
6,970,492
6,714
6,942
63,584
63,584
63,584
67,140
660
68
67
67
67
61,390
6,970,492
68,835
6,220
689
62,785
63,295
600
689
6,220
689
64
65
655,832
68,684
678.5
60,161
60,161
6
65
609,937
609,738
6,796
61.0
60,161
60,161
60,818
68,069
61.0
6
6.6
68,428
67,053
64,834
687.0
681
605
694,108
6
605
65,424
67.5
6.7
7's 8's 9's
We found 59 numbers that start with the digit 7. Here they are:
725,793
7,293,575
7,359
71
712
7,293,575
7,130
723,534
723,534
723,534
7,359
7,359
7,359
77,053
77,053
77,053
71
7,569
749
77,053
723,534
714,047
718,861
70,063
72
70
719,325
72,781
7.9
77,984
78,037
727
750
78,037
78,037
753,843
753,843
750
750
750
7,851
71.4
71,015
77,944
71,904
725,793
7,302
7,302
7,302
7,302
72.3
70.0
78,186
723,471
7.34
79.16
705
76
7.6
We found 59 numbers that start with the digit 8. Here they are:
8,230,191
8,230,191
881,489
822,036
8,474
8,444
87
8,512,322
833
8,587
80,213
80,213
80,213
8,826
817
88,123
88,123
88,123
8,220
85,559
88,123
8,315
8,474
8,444
897.0
888
87,485
83
87,568
8,622
8,991
8
8,611
87,568
87,568
8,622
8,622
84.8
80.8
897
8.3
8,874
8,609
86,472
8,874
8,005
869
826
80.8
87.9
80.0
8,826
847
8.54
8
846
821
86,035
87
We found 62 numbers that start with the digit 9. Here they are:
938,145
922,805
97,662
9,033,938
9,034,696
9,033,938
942,094
986,657
955,044
9,473
963,488
958,166
98
963,488
9,653
958,028
952,706
9
9,295
9,295
9,034,696
9,822,965
9,964,054
9,295
9,295
9,034,696
9,331,238
958,166
958,166
963,488
9,964,054
963,488
95,412
942,094
908,402
9,473
963,488
99,482
900,282
942,094
912,638
92,397
942,094
92
92
97
976,480
976,480
97,324
949,784
996,988
92,033
9,896
98
94,300
906
9
9
963,488
958,166
98
9.0
While the above SNOW 10Q Filed 12/5/2025 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 10Q Filed 12/5/2025 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.

29.1
19.5
15.2
8.8
6.4
6.0
4.9
4.9
5.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL?   [ original filing ]
Total numbers found: 1,200

= Typical SNOW range from 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
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: 64
XBRL?   [ original filing ]
Total numbers found: 817

= Typical SNOW range from 3/31/2021 to 12/5/2025
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: 93
XBRL?   [ original filing ]
Total numbers found: 1,023

= Typical SNOW range from 3/31/2021 to 12/5/2025
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: 90
XBRL?   [ original filing ]
Total numbers found: 1,005

= Typical SNOW range from 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
27.8
18.6
14.6
9.9
7.7
6.0
5.7
5.8
3.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL?   [ original filing ]
Total numbers found: 1,103

= Typical SNOW range from 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
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: 98
XBRL?   [ original filing ]
Total numbers found: 779

= Typical SNOW range from 3/31/2021 to 12/5/2025
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: 94
XBRL?   [ original filing ]
Total numbers found: 900

= Typical SNOW range from 3/31/2021 to 12/5/2025
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: 95
XBRL?   [ original filing ]
Total numbers found: 854

= Typical SNOW range from 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
28.6
18.5
14.9
10.7
8.9
4.5
4.8
4.7
4.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL?   [ original filing ]
Total numbers found: 807

= Typical SNOW range from 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
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: 73
XBRL?   [ original filing ]
Total numbers found: 1,092

= Typical SNOW range from 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
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: 94
XBRL?   [ original filing ]
Total numbers found: 729

= Typical SNOW range from 3/31/2021 to 12/5/2025
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 3/31/2021 to 12/5/2025
 

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