| Benford Chart for ECDA 10Q Filed 11/20/2025 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 975 Recent share count: 1,451,507 (1'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 ECD AUTOMOTIVE DESIGN INC. — ticker symbol ECDA. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 11/10/2022 to 11/20/2025
for ECD AUTOMOTIVE DESIGN INC. under CIK number 0001922858.
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 ECDA, 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 ECD AUTOMOTIVE DESIGN INC. based on the past ECDA filings our system processed in the past.
| Benford's Law Stocks Score for ECDA = 91 | ||
Starting from a possible score of 100, we made the following score deductions: • We deducted points upon observing the 3's percentage was above the typical coverage universe range. • The 6's percentage was higher than the 5's percentage, increasing the penalty multiplier. • The 8's percentage was higher than the 7's percentage, increasing the penalty multiplier. • This is the 2nd column with percentage higher than the prior column, resulting in a penalty deduction. |
| ECDA's Score Vs. Typical Stock | |||
|
Check our work! We provide our ECD AUTOMOTIVE DESIGN 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 ECDA 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 280 numbers that start with the digit 1. Here they are: 162 162 1,000,000,000 1,000,000,000 1,539,644 1,539,644 1 1 1,117,809 161,057 196,796 1,071,869 1,192,165 162 12,500 1 157,682 1,476,850 11,181,806 1,847,940 12,943,542 1,291,098 1,291,098 12,000 12,446,559 18,195,701 1,333,958 1,686,598 11,802,825 1,212,000 1,364,222 12,649,265 18,913,921 14,085,932 17 1 154 12,906,451 13,438,773 18,977,474 12,446,559 18,195,701 19,220,445 19,884,213 17,738,434 14,296,197 1,671,005 1,482,011 168,925 10,280,293 13,028 102,362 11,141,113 1,401,829 118,336 1,203 124,752 10,479,055 10,912,936 12,355 1,534 12,054 100,975 105,100 1,612,600 1.56 1,433,042 1,084,761 1,084,761 1,665 162 1 18,977,474 18,400 10,453 100 1 1,064,630 1,064,630 194,993 194,998 1,189,558 119 1,922,146 1,922,146 1,665 1,665 1,539,644 154 12,906,451 13,438,773 10,779,475 10,776,288 13,639,337 13,386,150 1 159,148 159,149 15,668,832 15,233,686 1,250,000 125 1,249,875 1,250,000 1,000,000 100 105,000 105,000 162 1 18,238,350 15,657,720 102,362 10,912,936 1,460,301 17,486 1,582,731 1,131,040 1,343,424 18,728 17,046 1,685,836 1,677,000 1,154,681 1,514,286 1,145,000 1,319,169 1,476,850 157,681 1,212,985 11,284,881 105,981 1,071,869 1,250,000 165,223 157,682 1,056,104 1,057,665 1,561 1,008,441 1,014,686 1,027,398 1,027,398 155,229 1,027,398 18,848,114 19,609,927 19,220,445 19,884,213 11,802,825 16,190,861 11,802,052 19,476,465 16,711,220 11,802,825 11,181,806 13,994,808 12,355 1,534 12,054 141,994 199,635 11,181,806 14,130 1,847,940 12,740 12,740 161,057 196,796 1,071,869 150,278 13,140 155,299 1,086,122 1,333,958 1,686,598 1,115,559 100,000 150,000 1,364,222 10,311,113 17,836,864 10,396,113 18,190,476 14,085,932 1,997,560 16,644,699 114,684 15,819,209 12 115 1,154,681 1,724,100 165,233 18,763 154,681 154,681 15,000 1,884,966 1,284,881 100 10,000,000 1.5 1,212,000 1,575,000 1,824,300 1,749,300 125 1,169,571 1,912,893 14 100 163,262 1,284,881 100 115 100 100 100 125 115 1,703,805 10,000,000 1,224,750 1,000 15 162 10.00 1,433,042 1,084,761 1,084,761 1.56 16,200 16,200 18,763 163,262 12,500 108 18.00 1,992 187,500 110 14,500 12,500 12,500 12,500 100,000 18,125 170,352 140,991 18 18 108.67 108.67 106.26 1.91 108.67 1.20 17 120,000 10 100 195,910 14,023 133,910 133,910 139,385 162,349 120,962 11,181,806 11,802,825 19,220,445 19,884,213 17,738,434 14,296,197 1,671,005 1,482,011 1,111 1,111,000 172,000 | We found 169 numbers that start with the digit 2. Here they are: 20,000,000 20,000,000 200,000 200,000 287,500 2,497,056 239,864 2,902,327 2,494,664 28,225 25,885,330 2 2,580,057 26,338,682 21,550,926 2,007,540 258,138 2,363,570 25,856 27,263 2,648,971 2,176,884 27,636 21,184 20,000 2,232,855 2,254,031 2,232,855 2,569,518 2,232,855 2,569,518 2,234,520 2,569,036 2,580,057 21,550,926 2 2 2 212,162 212,164 2,750,317 2,750,317 24,301,243 21,043,836 250 225,762 23 29,079 258,428 258,431 2,092 2,092 2 28,571,537 23,130,062 287,722 29 2,068,736 2,068,765 2,156,583 2,156,583 2,232,855 2,232,855 2 26,338,682 250,000 250,000 2,859,862 2,859,862 253,108 22,810 22,810 2,029,495 2,029,495 2 2 2,569,518 2,569,518 2,579,838 266,866 2,317,469 294,459 25,424 233,097 23,764 2,674,469 209,937 2,327,194 2,462,805 2,156,583 26,551 225,000 25 253,652 274,286 23,864,501 2,406 21,184 2,836,887 250,678 213,914 21,980 2,668 239,864 2,090,000 289,451 23,606 25,013 225,000 201,940 28,200 225,623 27,642 240.00 20 21,972,275 2,050,000 287,722 250,000 29,079 2,119,209 25,000 2,980,444 24.99 29,603 27,058 2,462,805 27,289 2,462,805 28 250 25,000 2,232,855 2,569,518 2,569,518 214,932 214,932 2,050,000 287,722 250,000 29,079 250 25,000 2,090,000 2,156,583 2,090,000 287,500 293,938 27,289 2,500 2,500 2,500 2,500 212,164 23.48 250,000 293,500 225,000 28,224 28,224 28,242 28,242 2.06 28,224 28,224 25,092 20,500 2,007,540 25,000 | We found 149 numbers that start with the digit 3. Here they are: 375 375 3,889,565 331,867 319,900 375 32,000 3,789,194 3,404,983 353,612 3,856,963 3,373,571 313,191 37,173,174 3,212,259 3,420,068 3,082,464 3,844,653 362,192 361,611 319,899 319,899 39,375 306,048 330,473 315,487 3.03 3.03 3 3,757 3,757 3 3,267,772 37 3 375 369,375 369,375 375 3 3,108 3 3 3 3,098,742 310 362,192 361,611 319,899 3,008,128 3,312,972 353,377 311,425 3,372,020 3,399,300 382,212 3,592,128 33,357 325,474 352,960 372,331 3,672,501 3,789,194 360,000 3,832,907 3,789,194 3,970 36,163 36,163 3,092 3,092 359,678 3,889,565 3,092 3,401 353,390 39,748 358,451 3,006,581 37,789 33,176 323,071 37,550 36,987 353,612 3,750,932 353,612 3,419,065 319,900 3,088,883 35,000 375 375 3 385,000 37,859 35,693 35,000 3,926,363 3,118,428 3,082,464 37,249 396 37 36,000 375 3,191,812 3,637,255 37,500 3.03 3.03 3,637,255 331,187 339,036 331,187 339,036 37,500 331,187 37 3.80 3.93 3 3.59 396 375,000 375 37.60 35.56 3,750 30,000 3,750 3 313,191 313,191 3.85 3.85 3.68 3.68 39.60 33,357 33,357 3.85 3.68 313,191 362,191 38,578 39,115 3,789,194 300,000,000 |
| 4's | 5's | 6's |
|---|---|---|
| We found 103 numbers that start with the digit 4. Here they are: 4,000 4,000 460.00 45,022 413,651 483,878 4,033,985 486,559 4,432,509 42,536 491,691 4,471,346 4,443,936 400,000 4,787,756 4.41 4.41 4,787,756 482 482 4,787,756 463 46,250 475,550 475,550 4,270,294 4,270,294 435,066 463 46,250 482 482 482 4,787,756 491,691 442,867 400,000 42,536 478,803 4,909,168 4,162,712 406,840 445,227 4,623,329 482 4,542,083 49,017 4,684 47,428 45,022 4,480,440 458,274 457,937 413,651 483,878 4 450,834 490,582 417,065 4,392,211 417,977 400.00 400.00 4.99 4.99 40,000 460.00 40,000 433,881 40,000 40,000 4.00 463 46,250 463 4.99 4.99 4,787,756 4,787,756 4.41 4.41 489,203 489,203 4,220,874 40 4.99 460.00 460.00 40 4 486,495 486,495 460.00 460.00 460.00 486,495 486,559 491,628 491,692 400.00 49,017 4,475 4,432,509 | We found 66 numbers that start with the digit 5. Here they are: 591 591 508,189 591 5,250 535,248 5,783,182 5,588,016 5,091,073 570,381 5,187,756 5,322,729 5 50,075 5 5,449,717 500 591 5,000 5 570,381 5,942,498 557,458 5 5 508,189 575,366 50 5,529,530 5,783,182 59,942 596,707 550,000 50,039 5,844 5.18 5,061 5,021 5,478,333 578,456 529,129 578,456 55,874 5 569,419 5 591 575 575 575 5 5,322,729 5,900 550,000 50 50 5,900 500 5,000 59,112 53,842 5.20 5 5,475 5,783,182 5,588,016 | We found 74 numbers that start with the digit 6. Here they are: 67,178 6.3 66,583 6,438 6,642,375 60,200 60,200 6,893,657 6,696 6,696 6,440,049 6,768,386 641,431 6,620,820 60 6,696 625 663,164 663,164 63 62,364 6 6 6,696 625 625 625 625 626,562 65,147 6,718 6,006,891 60,934 65,617 67,178 6,363,107 6,440,049 6,893,657 6,893,657 640,675 699,087 659,974 659,974 61,360 61,360 6,512 6.3 6.3 6,171 6.3 653,946 667,086 617,988 6.3 627,066 61,676 6,569,277 61,885 660,292 60,925 638,505 60,000 625 60 62,364 66,583 6,438 64 64 6.28 64 64 6,893,657 6,440,049 |
| 7's | 8's | 9's |
|---|---|---|
| We found 45 numbers that start with the digit 7. Here they are: 7,454,187 741,307 76,977 7,764,900 7,044,791 73,250 7,323,928 7,458,875 7,458,875 7,458,393 730 753 796,867 79 797,492 79 7,458,875 76,977 7,039,235 7,199,988 7 76,942 78 773,329 773,329 70,227 770,500 736,489 762,823 715,559 700,997 73,960 73,960 75,000 7,044,791 703.20 759,000 7,458,875 7,458,875 75,000 75,000 799,750 799,750 7,939 7,454,187 | We found 53 numbers that start with the digit 8. Here they are: 8,431 8,431 847,559 85,000 899,075 886,119 8,033 80,236 838,055 847,560 814,917 847,560 814,917 884,642 88 8,361 802,492 80 89,559 89,559 8,033 845,073 838,055 8,134,211 804,991 8,130,324 847,559 84 899,075 85,000 85,000 879,965 864,311 82,687 8 8 8 823,960 823,960 85,000 851,000 80 8,775,250 80.00 85 847,560 814,917 847,560 814,917 844,439 844,439 88,050 82,384 | We found 36 numbers that start with the digit 9. Here they are: 912,262 912,262 960,220 9,350,860 91 9,659,102 9.15 9.15 912,492 91 939,900 939,900 910,341 910,441 933,924 920,000 939,900 960,220 907,501 931,990 914,931 914,931 98,612 92,448 90,071 960,253 9,350,860 95,000 9,960 999,900 958,957 9.15 9.15 9,960 94,000 999,900 |
While the above ECDA 10Q Filed 11/20/2025 is interesting in isolation, we have found that it is also useful to take a look at older
ECD AUTOMOTIVE DESIGN 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 11/20/2025 but instead of the chart comparing against the typical company across
our coverage universe, below we show the same chart compared against the typical ECDA 10Q and 10K filings that we have processed
historically. This is followed by similar charts for each of those historical filings.
| 10Q Filed 11/20/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 975 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 4/15/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 749 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 6/27/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 376 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/25/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 348 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/10/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 295 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/19/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 735 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 3/25/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 1,708 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 5/3/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 896 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/17/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 247 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/20/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 654 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 8/19/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 536 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 12/4/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 422 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 3/27/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ❌ [ original filing ] Total numbers found: 277 ■ = Typical ECDA range from 11/10/2022 to 11/20/2025 | ||||||||||||||||||||||||||||||||||||