| Benford Chart for SNOW 10Q Filed 12/5/2025 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,200 Recent share count: 338,800,000 (3's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
|
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.
| Benford's Law Stocks Score for SNOW = 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. |
| SNOW's Score Vs. Typical Stock | |||
|
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.
| 10Q Filed 12/5/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,200 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/21/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,394 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/31/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 817 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/31/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,023 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 12/2/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,005 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/30/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,045 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 6/4/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 583 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 9/5/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,103 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/27/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,207 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/26/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,262 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 6/2/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 779 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 9/1/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 900 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 12/3/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 854 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/31/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,018 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/30/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 807 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/29/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,069 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 12/1/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,092 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/29/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,168 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 6/3/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 729 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 9/2/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 742 ■ = Typical SNOW range from 3/31/2021 to 12/5/2025 | ||||||||||||||||||||||||||||||||||||