| Benford Chart for VSEE 10Q Filed 11/14/2025 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,610 Recent share count: 17,022,690 (1's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
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| Benford Chart for VSEE 10Q Filed 11/14/2025 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,610 Recent share count: 17,022,690 (1's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
|
| Benford's Law Stocks Score for VSEE = 87 | ||
Starting from a possible score of 100, we made the following score deductions: The 5's percentage was higher than the 4's percentage, increasing the penalty multiplier. We deducted points (includes the impact of penalty multiplier) upon observing the 5's percentage was above the typical coverage universe range. We deducted points upon observing the 6's percentage was above the typical coverage universe range. |
| VSEE's Score Vs. Typical Stock | |||
|
| 1's | 2's | 3's |
|---|---|---|
| We found 472 numbers that start with the digit 1. Here they are: 1,716,370 10,995,000 18,707,122 19,992,488 11,716,584 1,150,093 184,106 122,220 179,007 1,944,710 1,028,158 1,499,000 19,010,320 10,000,000 1 1 100,000,000 17,022,690 16,297,190 1,703 1,630 18,488 18,707,122 19,992,488 1,037,457 1,145,930 163,523 1,284,345 1,436,393 10,692,259 1,907,359 1,890,557 1,213,678 1,730,369 11,665,338 115,385 1,727,110 183,004 1,412,351 126,125 1,767,776 17,989 1,669,586 16,549,357 15,077,548 16,429,551 1 16,297,190 1,630 18,488 10,000 10,000 125,000 13 1 16,422,190 1,643 1 16,422,190 1,643 1 17,022,690 1,703 10,001,858 100 127,686 127,710 12,846 1 155,564 155,565 17,957,293 17,956,933 1,184,941 1,185,000 1,268 1,268,000 1,268,000 1 114,000 12 1 14,806,820 1,481 10,573,210 14,199 1 100,000 10 10 1 15,362,278 1,536 1,412,351 126,125 1,679,404 1,941,654 17,209 1,383,218 1,183,737 1,519,632 1,323,362 13,889 10,000 1,907,791 150,616 1,689,052 146,644 118,734 18,704,806 1,268,000 1,310,710 19.9 1.25 178,257 178,257 125,000 190,469 11,347 167,040 167,040 167,040 167,040 167,040 124,557 116,697 124,557 1,394,222 1,601,190 1,590,596 1,590,596 1,121,652 1,590,596 1,022,731 1,606,469 1,139,732 1,005,938 19,206,202 1,028,178 1,095,556 1,678,627 1,730,369 1,691,210 190,469 1,600,555 1,228,901 116,697 115,385 1,612,204 15 1,159,345 125,000 1,284,345 125,000 1,814,281 1,890,557 166,910 1,691,210 1,653,448 124,557 1,618,234 1,287,944 1,121,652 1,669,586 1,691,210 1,618,234 122,350 1,679,404 161,975 1,021,762 1,183,737 119,413 100,000 100 100 16,549,357 15,077,548 16,429,551 11,500,000 11,500,000 11,500,000 11,500,000 173,913 173,913 173,913 173,913 1,862,466 1,502,466 1,862,466 1,502,466 1,324,125 1,324,125 1,258,733 1,258,733 1,696,553 1,696,553 149,741 1,150,093 1,000 10,000,000 10,000,000 1,105,000 10,995,000 1,657,496 150,000 12.11 10 117,494 132,360 131,440 125,400 13,476 13,476 112,116 17,209 112,116 17,209 17.9 17.9 1,145,248 184,106 184,106 197,424 197,424 13,318 184,106 10,373 19,175 105,161 19,734 109,260 19.3 19.3 1,210,044 11,716,584 140,000 100,000 186,250 125,000 1,552 1,500,600 1,500,600 1,934,583 1,944,710 1,944,710 1,352,125 19,409 11,737 18,815 1,000,600 1,500,600 14,184 13,875 186,209 144,121 10.00 17,225 12,480 12,480 17,920 10.00 12.00 108,696 100,000 18 18 1,630 110 120 115 138,020 100,000 10 10 100,000 181,141 12.00 1,400 10 10 126,125 146,440 10 15,862.50 10 11,510 11,510 1.25 1,541,106 100,000 15,886 10 10 10.00 11,693 137,057 13,712 1,028,158 1,499,000 125,454 186,403 1,007,478 166,667 150,000 111,111 10.00 10.00 10 110 125 150,000 14,199 18,928 16.67 10 11.50 12 10.00 10.00 10.00 18 10 10 131,937 1.25 17,449 10 10 15 10 18 18,519 12 185,185 100,000 123,704 157,281 100 127,710 110,000 10.00 121,000 12.00 121,000 10.00 132,000 12.00 132,000 10.00 12.00 14,974 14,973 17,325 141,651 114,000 10 153,000 153,000 153 12,500 143,775 179,900 179,900 125 1,541,106 100,000 15 11 10 16 17,989 1,669,586 12 10,000,000 10.00 100 1,000 100,000,000 17,022,690 16,297,190 17,022,690 16,297,190 12.11 172,005 172,005 11,500,000 173,913 12,997,740 11,500,000 173,913 12,997,740 11,500,000 173,913 12,997,740 11.5 11.5 11.5 11.5 18.00 115 18.00 180 173,913 11.50 11.50 10,692,259 1,111,142 1,220,313 1,711,831 1,727,110 183,004 1,412,351 126,125 1,145,930 1,145,930 1,284,345 1,284,345 1,176,638 1,365,568 1,890,557 1,235,632 1,307,938 1,503,995 17,692,380 18,271,724 18,707,122 19,992,488 1,933,764 1,941,654 15,357 170,655 1,492,284 1,727,110 1,028,158 1,028,158 1,499,000 1,499,000 1.50 138.00 1.36 156.00 1.36 1.75 112.06 124.00 1.36 113.00 1.36 115.61 1.20 102.79 1.24 1,499,000 156,273 143,895 1,028,158 133,333 120,000 1,255,299 1,219,516 1,673,733 1,196,203 133,333 120,000 108,696 1,852 130,000 18 100 10 12 13 | We found 284 numbers that start with the digit 2. Here they are: 2,834,974 2,393,033 2,578,490 284,614 265,578 263,918 2,043,760 2,094,000 23,422,178 203,689 269,338 24,282,620 20,010,976 2,602,186 2,524,853 2,069,565 2,499,662 2,500 2,073,296 2,784,703 2,917,139 2,218,289 2,997,525 2,057,521 2 2,828,647 2,213,234 2,959,963 289,745 289,745 2,613,283 2,613,283 289,745 289,745 293,299 239,424 24 220 220,000 220,000 227,988 228,000 26,321 26,321 227,500 23 213,759 21 2,213,234 228,904 247,042 225,654 222,156 219,413 210,797 2,815,248 29,123 22,776 22,776 21,384 2,700,000 2,000,000 25,000 2,208,603 2,327,337 282,281 201,816 26,183 2,613,327 2,730,328 25,029,730 2,730,328 22,299,402 20,234,380 20,270,718 21,366,274 2,971,190 25,029,730 2,730,328 22,299,402 2,413,049 2,784,703 2,170,217 2,218,289 232,082 2,171,036 2,171,036 2,830,615 2,997,525 2,213,234 2,959,963 2,791,238 2,409,596 2,409,596 29 2,409,596 2,213,234 2,336,506 203,904 25,000 228,904 222,156 219,413 289,745 26,086 26,086 26,086 26,086 2.00 2.00 2.00 2.00 2,393,033 274,214 2,393,033 2,834,974 2,393,033 2,115,000 2,100,000 2,777,496 2,210,000 2,210,000 2,210,000 2,155,000 2 2.1 289,264 269,338 289,264 200,633 278,034 25,000 257,957 296,048 2,176,070 299,000 207,639 26,534 27,585 26 2,145 26 26,240 220,000 220,000 220 28 2.00 2,000,000 25,000 238,020 24 2,315 2 24 216,871 216,871 216,871 24 2,500,001 250,000 20 25,000 26,994 220,000 220 292,500 2,222,222 2,523,744 2.0 2.00 213,759 255,847 20,842 2.00 24 2.00 26,086 2.00 2,700,000 210,000 210,000 22 200,675 2 2 2,222,222 2,000,000 24 2.00 2.25 2,000,000 2,043,760 2,094,000 240,370 215,614 265,578 239,424 210,796 26 23,531 26 25,669 26 284,614 245,500 200,000 224,000 2,000 250,000 200,000 2,500 25,000 25,000 2,500 25,000 202,500 261,225 20 200,000 20,000 25,000 2,544,021 22 20 23 289,745 289,745 28 2.97 21.0 21.0 2,544,021 26,086 26,086 26,086 2.25 20 26,086 2.25 2,602,186 2,602,186 2,524,853 2,524,853 2,069,565 2,069,565 2,499,662 2,499,662 2,500 2,500 2,014,827 2,964,859 2,556,900 2,932,144 2,984,532 2,207,108 2,213,234 216,769 2,971 22,776 22,776 2,043,760 2,043,760 2,094,000 2,094,000 2.51 2,094,000 238,020 200,675 20,842 2,043,760 24 24 277,864 2,494,321 2,250,000 2,175,000 217,391 201,000 2834974 203689 2313363 20 20 | We found 185 numbers that start with the digit 3. Here they are: 31,348,398 326,115 382,522 3,718,385 3,020,967 315,679 379,585 328,833 3,828,125 3,248,000 31,227 3,080,085 396,455 3,980,655 3,354,437 3,536,689 305,000 3.58 3,959,440 3,959,440 3,496,997 373,977 373,977 325,279 31,980 354,441 36 325,315 325,279 3,603,966 360 300 300,000 300,000 300,000 30 31,980 395,671 342,634 3,357,851 365,750 3,090 33,000 363,982 326,115 3,092 325,279 300,000 300,000 300,000 300,000 300,000 371,654 325,279 392,609 366,426 366,426 3,825,884 3,354,437 3,354,437 371,654 371,654 383,303 3.43 3.58 3,490,615 3,536,689 3,335,406 375,443 381,084 3.58 3,079,000 3,079,000 3,079,000 3,079,000 34,974 33,808 321,206 342,634 32,457 300 315,679 379,585 342,174 32,610 372,330 35,635 35,635 328,833 328,833 38,091 34,315 336,983 336,983 33,000 33,000 325,887 3,440,743 37,720 39,008 3,440,743 3 36 336,983 31,722 3.75 33,000 33,000 342,996 342,996 325,887 3.167 3,490 3 300,000 300 300,000 300,000 304,288 390,000 30,475 300,000 33,000 335,750 30,000 365,750 365,750 33,000 3,000,000 305,000 3,000,000 3,380,000 3,828,125 3,248,000 318,157 380,000 37,606 333,333 300,000 336,000 350,000 350,000 350 315,000 3,000,000 37,500 352,000 3 386,663 31 31,227 38,394 30 3,155,673 3,185,565 3,157,589 3,211,435 3,080,085 3,080,085 3,415,778 313,868 313,868 389,240 35,150 348,873 3,828,125 3,828,125 31,227 31,227 325,887 325,887 3,248,000 3,248,000 3.56 34 3,248,000 342,996 380,000 37,606 3,828,125 325,887 35,783 3,000,000 320,691 3,698,716 |
| 4's | 5's | 6's |
|---|---|---|
| We found 124 numbers that start with the digit 4. Here they are: 472,759 446,826 4,916,694 4,916,694 418,860 417,815 42,394 471,651 471,651 456,097 456,097 433,983 485,971 4,900 4,796,441 4,543,136 455,834 4,130,817 466,530 443,020 4,381,240 42 400,297 400,297 450,490 450,550 4,639,643 464 4,299,520 4,639,643 464 4,204,770 4,950,000 495 4,370 4,369,999 4,370,000 443,020 47,800 44 472,759 4,370,000 46,074 414,542 466,737 4,377,185 4,759,012 48,072 455,834 4,764,543 4,381,240 4,747,717 48,724 4,796,441 46,074 466,530 42 417,815 433,173 433,173 446,890 4,283,397 446,890 41,726 433,983 40,646 4.284 43,961 42,088 41,934 4,540 4,160 4,160 409,366 456,097 42,935 466,646 41,417 46,565 49,240,000 42,394 45,000 49,390 40.74 47,800 405,000 46 47 4.99 4,571,727 4,296,715 4,157,193 443,020 4,144,792 4,796,441 431,246 466,530 4,916,694 4,916,694 4,916,694 4,916,694 466,530 42,394 42,394 4.11 4.20 4.11 4.08 42.50 4.26 44 4.11 4.27 4.75 4.11 4.06 4.11 4.27 450,000 450,550 442,500 42,394 4,400,000 44,017 | We found 198 numbers that start with the digit 5. Here they are: 531,656 51,900 51,900 589,374 593,941 5,575,498 516,540 5,380 569,734 5,170,500 5,521,759 56,675,210 56,675,210 58,294,999 59,123,462 5 5,737,606 595,000 53,913,759 56,163,499 53,922,561 54,493,913 5,736,303 592,500 59 599,970 53,103,966 562,149 562,170 503,434 503,434 53,922,561 53,922,561 54,493,913 56,675,210 521,098 503,434 52,910 50,507 541,184 56,787 5,045,235 50 50,000,000 59,419 51,192 500,000 595,000 5,034,046 5,728,784 51,742 558,832 54,036 569,734 51,742 54,984,000 56,675,210 59,479,147 57,066,098 58,294,999 595,000 595,000 52,301,555 53,913,759 550,030 558,832 51,751,525 53,922,561 51,751,525 53,922,561 54,984,000 56,675,210 58,210,961 59,123,462 591,087 595,000 54,875,555 56,163,499 52,084,317 54,493,913 52,084,317 54,493,913 52,084,317 54,493,913 54,984,000 56,675,210 595,000 503,434 54,036 53.8 53,922,561 54,493,913 557,000 557,000 557,000 557,000 51,192 51,192 51,192 51,192 521,098 521,098 514,282 56,675,210 552,504 552,498 552,500 552,500 5,542,500 5,692,500 56.7 53,588 535,991 543,770 5,789,574 558,358 543,770 59,527 5,000 590,507 508,019 589,374 593,941 500,000 5,000 555,556 500,000 5 5 5 590,507 5 5 5 525,000 50 508,019 500,000 50,000 52,190 585,000 566,740 5 500,000 512,693 55,556 5 500,000 50,000,000 500,000 595,000 595,000 50,000 510,500 5 597,000 51,900 55,440 5,046 531,656 58,349 565,000 504,659 51,900 50,000 50,000 56,163,499 56,163,499 53,913,759 53,913,759 5,728,784 51,192 557,000 557,000 557,000 5 5,170,500 5,521,759 516,540 516,540 5,380 5,380 5,510,360 524,989 56,675,210 56,675,210 57,426,284 57,815,524 56,163,499 50,507 55,678 581,016 550 50,240 5 5 50,000 5575498 | We found 146 numbers that start with the digit 6. Here they are: 680,242 69,621 69,999 67,379 67,378 6,158 68,989,139 67,683,754 67,703,873 603,696 623,198 654,718 6,686,998 61,079,702 63,919,903 6,143,579 6,285,706 645,979 645,979 6,844,479 6,862,468 6.53 6,158 67,683,754 67,703,873 6,158 68,164,672 6,158 68,538,649 600,500 60 6,158 68,989,139 6,027,153 62,770 6,027,153 67,450,680 67,451,175 600,000 634,122 666,102 6,158 63,675,694 60,345 60,346 625,750 625,773 6,158 65,427,362 64,495,771 6,862,468 6,285,706 645,979 651,761 63,906 64,304 662,279 668,092 6,738 68,907,052 60,346 664,790 654,316 654,316 654,316 654,316 642,969 619,935 639,732 67,378 63,855 67,378 67,378 66,282,056 65,427,362 61,524,581 64,495,771 646,303 61,079,702 645,979 6,561,998 6,686,998 62,958,678 63,919,903 645,979 6.24 6.53 645,979 657,102 639,732 63,855 6,862,468 6.53 61,718 67,617 69,999 68.9 61.6 64,000 64,000 654,044 6,435 64,000 64,000 62,500 600,000 600,000 600,000 600,000 6,155,925 664,790 600,000 60,346 694,512 62,500 600,000 6,844,479 6,844,479 6,500 6,158 600,500 619,935 69,621 60 6,120,532 6,844,479 654,718 654,718 6,686,998 651,649 6,285,706 645,979 648,790 651,761 64,171 61,979 69,621 69,621 61 61 61 61 61 62 6,921,000 62,500 |
| 7's | 8's | 9's |
|---|---|---|
| We found 73 numbers that start with the digit 7. Here they are: 72,836 74,566,341 7,122,202 710,479 755,866 700,900 71,663,313 74,276,596 74,566,341 7,000 764,036 76,823 761,873 76,276 78,827 78,827 78,827 7,107,513 76,276 76,276 740,979 76,276 710,479 740,979 740,979 740,741 740,741 79,157 72,836 736,624 7,475 74,600 7.25 7,997 7,682 75 70,000 70,431 7,500 724,500 7.25 7.25 7,000 7 760,000 79,500 740,741 7,930 72,920 77,000 70,000 765,000 765 7 711,900 7.25 7 725,500 740,741 740,741 740,741 740,741 7,890 70.61 70.61 70.61 72 70.61 70.61 79,609 7,350,071 75 75 | We found 68 numbers that start with the digit 8. Here they are: 85,575 80,000 894,514 806,456 882,529 8,802 8,351,249 8,270,393 854,694 806,456 806,456 8,802 861,888 8,351,249 86,692 86,692 827,330 827,330 803,646 803,646 803,646 803,646 8.3 85,575 82,880 867,214 85,986 85,986 89,526 882,925 879,397 8,370 85,166 81,747 8.00 8,775 8.5 8.00 8 8,696 81,747 8 8 8 85 858,157 80,000 875,115 8,651 81,109 8 80 8 80 80 80 80,000 82,677 8,802 803,646 81,747 81,747 80,000 80,000 8.22 80,000 81,747 83066 | We found 60 numbers that start with the digit 9. Here they are: 9,337,504 9,343,659 993,493 90,621 90,634 94,750 9,939,088 933,128 98,000 9,819 940,130 9,276,331 9,819 933,128 941,388 95,000 942,969 961,225 912,501 95,000 95,000 9,819 9,337,504 9,337,504 96,589 96,359 999,547 976,908 9,343,659 906,659 906,659 9 90,634 94,096 95 95 98,050 95 95 92,593 99,535 90,000 90,000 95,000 95,000 90,000 90 9.65 9.20 9.20 9.8 993,493 993,493 999,604 971,476 917,142 97,600 9.30 98 9.99 |
| 10Q Filed 11/14/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,610 ■ = Typical VSEE range from 9/23/2024 to 11/14/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/14/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,299 ■ = Typical VSEE range from 9/23/2024 to 11/14/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 10/15/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,473 ■ = Typical VSEE range from 9/23/2024 to 11/14/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 9/23/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,127 ■ = Typical VSEE range from 9/23/2024 to 11/14/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 8/28/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 2,173 ■ = Typical VSEE range from 9/23/2024 to 11/14/2025 | ||||||||||||||||||||||||||||||||||||