| Benford Chart for PANW 10Q Filed 6/2/2026 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,054 Recent share count: 816,000,000 (8's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
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| Benford Chart for PANW 10Q Filed 6/2/2026 | ||||||||||||||||||||||||||||||||||||
Total numbers found: 1,054 Recent share count: 816,000,000 (8's column) ■ = Typical range across full coverage universe | ||||||||||||||||||||||||||||||||||||
| # of Numbers Found in Filing | |||
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| Benford's Law Stocks Score for PANW = 99 | ||
Starting from a possible score of 100, we made the following score deductions: • We deducted point upon observing the 6's percentage was above the typical coverage universe range. |
| PANW's Score Vs. Typical Stock | |||
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| 1's | 2's | 3's |
|---|---|---|
| We found 308 numbers that start with the digit 1. Here they are: 10 1,002 160 1,192 18,598 15,752 100 13 1,542 1,228 1,836 167 101 1,926 1,495 1,772 1,670 1,773 1,480 1,161 164 1,451 183 1 156 1,004 124 177 1.33 1.24 177 19 16 17 12 12 177 177 126 126 16 16 1,000 1,000 112 18,488 18,488 13 14 1,968 11 125 125 1,315 1,315 1,000 1,000 112 18,488 18,488 13 1,350 16 183 183 1,314 1 120 102 119 11 1,824 1,208 160 1,442 10 1,000 125 183 154 1,005 1,547 12 18,862 1,854 1,425 164 105 1,530 1,714 1,402 1,542 1,228 1,632 1,234 1,798 1,836 18.4 1,206 1,206 169 169 1,556 1,206 169 1,375 10 10 15 15 13 13 164 164 1,315 1,315 1 1 1,206 160 160 124 124 124 129 1,192 1,192 1 1 116 116 1 116 117 1,358 1,598 110 120 19 154 10 10 10 1 11 169 169 169 169 15 15 1 170 170 1,328 1,337 1 1,073 1,075 1,559 1,570 102 102 145 145 1.2 1,079 1,002 126 1,002 18 1,262 109 104 120 10 174 14 18 140 1,383 18 1,730 19 109 10 112 18,488 14,802 1,217 1,303 12 12 1 1 13 16 1 17 169 140 134 178 17,335 123 192 11 13 15 1 1 1,170 146 197 14 125 129 1,078 14.5 1.25 110 100 100 113.8860 153 160 160 1.1 1.2 12 10 153 1 1.000 1.375 150 1,295 1,352 1,398 152 191 109 10 136 1,316 1,362 1,407 152 114 150 146 1 1.0 1.0 1.0 147.70 1.0 13 143.33 140.92 1,635 14 178.55 186.49 140.04 150.47 153.49 142.73 19 169.21 156.51 1,461 176.20 165.30 161.59 1 197 1 1 114 134 188 173 1,355 177 1 140 13.5 15.6 12.3 177 11 15 1.33 1.24 14 14 1 1 1,542 1,228 1,632 1,234 1,798 1,530 1,714 1,402 1.25 | We found 192 numbers that start with the digit 2. Here they are: 2,364 2,269 2,852 2,965 21,902 2,380 2,424 23,576 293 232 259 2,000 24,608 2,484 27,668 23,576 2,408 2,289 277 2,297 2,028 2,804 2,271 2,211 219 27 282 261 21 216 262 22 22 262 24 26 21 26 236 265 265 24,608 27,668 262 262 202 202 2 2 2,230 2,484 264 264 2 27 24,608 27,668 2 2,230 259 20 2,695 2,421 2,821 2,098 264 2 2,279 2,374 2,395 2,364 2,383 2,374 2,395 2,018 279 2,289 2,128 2,408 2,289 2 2 27 27 22 22 26 26 276 276 276 280 238 238 238 238 240 20 240 240 2 2 20 24 29 29 2,064 2,064 223 261 242 226 25 204 28 2,842 2,951 2 2,364 2,951 255 2.2005 21.1 2,308 265 21,061 274 21,061 2,537 219 23 2 2 29 24 231 20 231 2,621 2 21,902 2,929 274 262 240 219 27 24 24 25 29 280 281 2.0 203 27 211.24 280.75 20 280.75 20 211.24 287.21 291.44 262 246 21 2 2,285 2 2 226.06 261.62 264.51 2 206 258 238 26.8 262 25 25 22 22 285 266 27 282 261 2,128 2,018 279 | We found 117 numbers that start with the digit 3. Here they are: 387 347 3,881 338 3,073 3,002 371 316 3 311 39 37 31 32 32 3 30 30 324 3,250 3,073 334 334 374 374 3,073 3,821 360 360 38 344 38 35 347 328 34 3,196 3,399 337 361 305 351 3,002 3,659 3,002 3 3 3,118 3,118 39 39 3,881 3,881 3 3 3 3 3 369 3,521 3,531 343 38 352 306 30 3.0 35 300 312 3,500 3 35 35 388 391 3,043 3,387 33 37 37 359 3,143 375 371 30 30 30 37 350 375 3,598 3,598 3 3,450 3 3 36.6 3.6 3.9 3.7 305.83 32.76 32.76 32 388 372 326 36 3.6 39 37 30 37 37 3,659 351 |
| 4's | 5's | 6's |
|---|---|---|
| We found 104 numbers that start with the digit 4. Here they are: 454 419 4,567 422 46,266 48 46,266 453 4,913 494 416 4,167 49 43 46 4,421 4,952 48 48 4,952 48 442 410 48 441 410 47 42 49 4,563 499 405 4 4,968 4,169 403 4,474 480 453 4,400 4.9 4.4 413 413 463 463 4,050 4,050 4 4 4 4 4 4 4,331 4,344 4,588 47 4,634 4,943 4,956 47 450 4 4 435 49 40 412 45.00 41 41 4,567 458 4,364 4,124 486 407 41 43 40 4.3161 400 469 449 42 4 40 4.1 4 42.6 43.5 47.6 4.5 4 4 477 411 4 41 453 4,400 4,474 480 | We found 89 numbers that start with the digit 5. Here they are: 591 520 506 5,555 551 586 593 5,292 594 5,457 518 5,773 5,250 523 589 589 5 59 50 528 59 59 5 5 5 5,292 589 589 5,169 50 50 589 514 54 53 50 53 583 5,371 594 5,457 535 535 584 584 5,555 5,555 58 58 58 58 5,115 5 5 5 514 518 5 514 535 535 56 5 5 591 553 5 50 5 54 504 525 565 57 565 56 59 523 524 536 5.6 5.4 5.5690 5.1 50 589 5 594 5,371 | We found 82 numbers that start with the digit 6. Here they are: 635 6 678 680 608 6,302 6,492 6,450 668 6,528 6,685 619 673 665 659 62 61 6,097 648 648 660 6,375 62 62 6 666 668 61 61 650 666 669 68 64 6 649 633 6,685 602 6,528 6,685 612 6 6 630 630 64 64 64 64 6,059 6,415 665 649 669 669 612 612 66 66 6,130 6,185 661 65 69 682 6,279 61 6,279 61 609 68.08 60 6 67 684 665 659 6 6 602 633 |
| 7's | 8's | 9's |
|---|---|---|
| We found 60 numbers that start with the digit 7. Here they are: 747 715 705 7,713 7,523 779 7,283 763 760 7,113 7,988 719 7,824 734 793 746 79 729 707 744 708 703 7 7,230 7,824 7 7,230 776 75 75 724 724 7,621 75 75 734 737 715 779 732 743 776 7 7,598 744 7,283 763 7,283 710 7 7 729 7 707 744 708 79 71 76 776 | We found 53 numbers that start with the digit 8. Here they are: 815 846 89 887 813 8,070 807 805 880 81 801 801 880 813 813 880 880 8 8 880 830 848 809 8,070 8,070 8.3 806 86 834 8 8 821 8 8,917 8 8 8,027 88 889 88.2630 88.2630 8,092 8,529 8 880 801 8 801 81 8 8 8 809 | We found 49 numbers that start with the digit 9. Here they are: 9,006 930 974 93 930 9,393 954 954 941 9 95 985 944 944 944 94 94 95 95 944 9 944 95 9 9 962 9 964 945 9 9 97 986 906 91 98 94 94 9 92 9 95 92 941 9 93 9 93 985 |
| 10Q Filed 6/2/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,054 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 8/29/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,285 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/20/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 793 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 2/20/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 965 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/23/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 963 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 9/6/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,286 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/18/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 660 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 2/17/2026 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 897 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/20/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 995 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 9/6/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,292 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/17/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 699 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 2/21/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 952 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/19/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 857 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 9/3/2021 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,339 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/19/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 681 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 2/14/2025 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,008 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 5/20/2024 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 947 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10K Filed 9/1/2023 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 1,272 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 11/17/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 732 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||
| 10Q Filed 2/22/2022 | ||||||||||||||||||||||||||||||||||||
XBRL? ✓ [ original filing ] Total numbers found: 852 ■ = Typical PANW range from 9/3/2021 to 6/2/2026 | ||||||||||||||||||||||||||||||||||||