| Benford Chart for ZM 10Q Filed 8/26/2026 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 833 Recent share count: 264,645,644 (2's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
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| Benford Chart for ZM 10Q Filed 8/26/2026 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 833 Recent share count: 264,645,644 (2's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
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| Benford's Law Stocks Score for ZM = 85 | ||
Starting from a possible score of 100, we made the following score deductions: • We deducted point upon observing the 2's percentage was below the company's typical historical range. • The 3's percentage was higher than the 2's percentage, increasing the penalty multiplier. • We deducted points (includes the impact of penalty multiplier) upon observing the 3's percentage was above the typical coverage universe range. • We deducted points (includes the impact of penalty multiplier) upon observing the 3's percentage was above the company's typical historical range. • The 5's percentage was higher than the 4'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 upon observing the 6's percentage was above the typical coverage universe range. |
| ZM's Score Vs. Typical Stock | |||
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| 1's | 2's | 3's |
|---|---|---|
| We found 266 numbers that start with the digit 1. Here they are: 1,272,877 18,426 18,348 139,034 108,856 193,688 1,578,611 180,576 144,333 13,585,396 11,960,416 14,364 1,549,428 1,411,149 1,999,190 12,735 13,195 114,357 109,063 11,303,611 13,585,396 11,960,416 1,277,217 1,217,227 1,950,214 1,840,375 194,431 179,220 1,325,425 1,277,048 1,614,203 1,766,500 135,298 169,163 1,994,967 150,732 1,542,445 1,968,122 1.19 1.16 1.97 1,542,445 1,968,122 12,831 1,681 15,622 1,519,569 1,928,573 1,048 1,048 1 183,545 183,545 1,542,445 1,542,445 11,303,611 15,145 116,150 1 1 189,461 189,461 15,622 15,622 1,552 1,552 1,412,143 1 121,760 121,761 1 1,968,122 1,968,122 11,303,611 1,375 1,375 1,872,841 137,455 137,457 1 11,512,818 12 1,968,122 107,155 139,563 1,766,500 10,120 12,048 12,494 186,162 129,552 13,960 129,774 125,015 14,091 14,672 1,016,361 1,005,201 1,238,601 12,525 185,803 1,552 1,375 121,761 137,457 13,276 152,718 1,283,781 1,361,417 1,208,699 1,198,576 16,556 10,123 1,208,699 1,817,033 1,721,670 154,614 12.1 148,337 12.2 12.1 12.1 199,142 15.6 194,916 16.0 15.7 15.9 1,277,217 100.0 1,217,227 100.0 100.0 100.0 1,070.8 1,015.2 1,562.2 13 10,448 114,957 114,957 1 1 11,094 1,095,004 1,032 1,095,471 12,131 1,557 1.5 1,564,734 124,374 124,374 1,448,531 126,112 1,574,643 1,448,531 126,112 1,578,611 1,612.7 140.2 155.4 114,957 114,957 16,876 16,876 1,095,471 1,095,471 100 198,789 17,100 100 19,900 1,100 19,900 13,865 14,373 14,373 17,262 13,865 17,987 161,578 16,556 10,904 15,554 193,688 185,635 157,347 10,234 11,446 180,576 144,333 179,700 192,478 169,663 18,947 114,357 109,063 18.0 18.0 1.0 1.3 1,542,753 11.81 124,080 1,195,243 13.94 1,313,209 19,767,292 1,440.2 145,592 143,412 115,600 131,527 179,784 188,699 146,907 153,632 1,994,967 150,732 19.7 1,391,787 150,658 1,776,153 191,969 1,901 1,901 1,123 1,123 1,740 1,740 1,389,886 152,559 1,772,744 195,378 1.19 1.19 1.16 1.16 1.97 1.97 1,390,763 1,826,669 1,773,227 1,061,745 1,776,921 1,860,544 1,105,242 164,192 1,277,217 1,217,227 165,706 133,797 130,018 127,023 179,784 188,699 138,918 162,940 1,595,839 1,727,410 150,732 1,542,445 1,968,122 1,542,445 1,968,122 | We found 126 numbers that start with the digit 2. Here they are: 263,233,141 28,550,570 234,856 264,361 215,533 254,705 264,525 2,121,353 2,281,785 2,152,158 2,000,000,000 263,750,816 266,805,638 28,577,134 28,721,770 292 295 2,516,223 2,391,942 291,722 273,165 242,497 206,447 2,526,587 2.02 292,879,238 293,688,378 299,746,342 22,876 293,487,645 293 2,352,911 2 2 22,876 22,876 292,327,950 292 2,561,963 299 295,527,408 295 292,327,950 292 2 299 21,635 23,608 2,227,043 2,088,081 27,495 2,505 248,655 2,083 2,136 290,108 2,516,223 2,391,942 2,973.7 2,676,187 24,707 2,651,480 2,121,948 2,111,509 2,651,480 2,651,480 2,111,509 2,111,509 22,298 22,298 266.8 24,209 266,798 23,600 203,443 20,509 234,856 254,705 264,525 27.3 28.9 2,002 2,375 25,763 25,239 26,670 24,276 206,367 26,932 27,765 2,000,000,000 28,751 20,106,305 20,272 24,222 27,385 292,163 2,526,587 22.7 20.0 22.1 264,272,327 28,606,911 266,548,290 265,042,232 28,646,146 264,605,839 270,099,315 29,647,027 271,276,534 270,237,744 29,783,543 269,970,487 2.02 2.02 296,776 2,213,260 2,516,223 2,391,942 267,272 245,413 260,876 267,081 271,648 20,703 22,561 | We found 128 numbers that start with the digit 3. Here they are: 3,785,876 328,894 33,340 30,710 300,000,000 3,666,536 31,005 330,521 338,995 314,316 321,735 31,437 358,592 301,779,114 303,354,835 308,224,372 300,021,287 310,515,069 358,592 39,549 342,970 3,853,641 3,740,213 352,994 352,998 3,666,536 31,005 303,379,326 302 3 3 36,057 36,058 358,592 358,592 300,120,084 347,510 362,658 362,658 39,549 39,549 3,666,536 31,005 305,740,864 305 3,799,518 36,057 36,058 393,092 393,092 300,120,084 358,737 390,268 341,465 31,437 3,001 3,812 3,160 3,428,694 33,876 309 36,057 335,233 305,124 394,066 380,164 31 3 3,168,258 3,375,773 3,657,514 3,781,888 3,988 3,988 3,988 3,657,514 3,785,876 3,968 3,968 3,968 300.9 3,134.5 3,077 3,077 3,988 3,988 3,988 39,174 3,968 3,968 3,968 3,657.5 3,142.4 3,100 3,975 394,574 386,702 388,935 35,000 35,576 30,488 37,563 37,763 300,000,000 3,740,213 351.9 347,510 30,907 358,737 390,268 32,877 35,067 317,040 316,729 3,409 3,409 315,606 35,230,824 38,748,996 36,947,838 3,694 381,788 38,212 318,818 358,737 390,268 358,592 358,592 |
| 4's | 5's | 6's |
|---|---|---|
| We found 69 numbers that start with the digit 4. Here they are: 497,339 400,392 4,099,753 470,423 411,863 45,056 448,162 452,522 4,804 40,891 40,892 4 4,832,800 4,054,121 421 421 465,891 465,897 4,537,542 477 4,412,713 4,099,753 4,995,895 40,891 40,892 4,990 471,770 4,537,542 477 4,412,713 40,250 45,906 4,794 4,488,122 43,466 441,074 40,892 4,535.9 41,846 41.8 4,752,995 427,186 427,186 427,186 427,186 43,800 43,800 4,397 4,560 497,339 4,960 46,464 45,944 431,451 45,997 40,638 41,919 40,184 4.7 4.47 4,995,895 41,235 448,162 452,522 41,863 42,986 40,544,582 490,044 452,522 | We found 74 numbers that start with the digit 5. Here they are: 532,958 56,402 52,423 599,181 557,561 581,773 5,699,666 566,009 551,567 563,327 558,465 5.27 5.15 5,467 59,593 59,593 55,303 55,304 5,950,898 5,699,666 5 5 5,130,271 5,467 5,467 53,271 5,326 5,948 524 500 554,237 57 517,966 517,966 5,373,782 5,383,887 565 5 513,119 517,966 517,966 5,383,887 5,383,887 551,383 515,687 532,958 5,468 54,314 57,761 5,169 5,706 55.6 50,020 56,734 557,561 581,773 5,970,091 54.3 51,649 57,561 56,310 558,465 534,869 533,129 5.27 5.27 5.15 5.15 5,285 516,070 532,321 543,447 52,476 558,465 | We found 66 numbers that start with the digit 6. Here they are: 6,317,729 6,544,031 646,640 6,268 660,571 685,965 671,179 622,327 624,789 66,448 613,195 6.70 6.56 613,195 607,728 6,125,343 649,964 6 6,578,596 613,195 613,195 613,195 65,112 67,479 6,257 6,285 681.2 644.9 6,682 6,359,544 6,317,729 64,671 64,673 6,533,457 6,544,031 6,317,729 6,544,031 6,317,729 6,317,729 6,834,836 6,403,662 64,673 64,673 6,544,031 6,544,031 6,583,205 686,156 653,460 60.9 60,120 69,495 62,771 6,108 63,094 63,680 66,574 6.70 6.70 6.56 6.56 66,881 63,143 68,635 613,195 613,195 6,500 |
| 7's | 8's | 9's |
|---|---|---|
| We found 43 numbers that start with the digit 7. Here they are: 7,667,788 76,885 763,927 7,422 778,701 7,667,788 714,513 700,970 778,701 7,909,421 716,553 716,561 7,667,788 7 7 714,513 722,189 795,221 72.3 71.8 72.2 72.0 72,869 72,869 724,236 724,236 763,410 724,236 7,311,409 724,236 73,657 7,099 7,909,421 713.5 75.51 75.40 76.74 78.08 74,566 70,476 73,228 763,927 78,326 | We found 33 numbers that start with the digit 8. Here they are: 8,115,401 8,657,959 8,544 81,371 89,570 8,129 8,902,368 8,950,077 8,544 8 8,935,084 885,791 885,803 8,950,077 8,539 81,985 883,284 873,974 88.4 84.9 8 8 85,933 8,912 80,331 84.20 89,570 80,066 87,993 89,815 81,159 89,570 81,251 | We found 28 numbers that start with the digit 9. Here they are: 931,992 9,808,258 985,495 944,062 98,161 9,971,148 98,870 9,808,258 987 985,392 948,548 931,992 948,548 923,461 928,486 921,817 9 989 9,987 9,987 921,817 921,817 98.0 97,955 9,000 9,800 9,637 98,159 |
| 10Q Filed 8/26/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 833 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/25/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 819 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/28/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,089 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/22/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 580 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/23/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 814 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/23/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 770 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/7/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 991 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/22/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 578 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/22/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 821 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/26/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 775 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/1/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,060 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/25/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 597 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/24/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 783 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/23/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 728 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 2/27/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,084 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/23/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 600 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/23/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 790 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/21/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 787 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/3/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,032 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/25/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 559 ■ = Typical ZM range from 11/23/2021 to 8/26/2026 | ||||||||||||||||||||||||||||||||||||