On this page of Benford's Law Stocks.com we present our study of Jefferies Financial Group Inc. — ticker symbol JEF. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 7/9/2021 to 4/7/2026 for Jefferies Financial Group Inc. under CIK number 0000096223. 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 JEF, 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 Jefferies Financial Group Inc. based on the past JEF filings our system processed in the past.
Benford Chart for JEF 10Q Filed 4/7/2026
33.3
16.5
10.6
8.1
9.5
6.3
6.5
5.9
3.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing, JEF stockholder letter ]
Total numbers found: 2,210
Recent share count: 206,548,730 (2's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
2210
High count compared to other filers, with JEF falling in the highest quartile of filers. At this number count, it would take about 22 numbers to move any given column by a full percentage point.
Benford's Law Stocks Score for JEF = 89
89

Starting from a possible score of 100, we made the following score deductions:
 • We deducted point upon observing the 1'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.
 • We deducted points (includes the impact of penalty multiplier) upon observing the 5's percentage was above the company's typical historical range.
 • The 7's percentage was higher than the 6'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 8's percentage was above the typical coverage universe range.
JEF's Score Vs. Typical Stock
Benford's Law Stocks Indicator
JEF
Normal-to-high score compared to other filers, falling within the top of the middle 50%.
Other Stocks Ranking Near JEF
Check our work! We provide our Jefferies Financial Group 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 JEF 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 735 numbers that start with the digit 1. Here they are:
11,963,165
14,043,889
1,752,549
18,129,409
17,419,373
1,560,602
1,496,125
1,198,511
1,246,470
1,725,876
1,837,570
1,917,492
1,767,206
14,459,138
13,320,152
10,380,281
12,156,737
17,229,419
15,895,891
1
1
116,695,397
114,821,903
1
10,610,845
10,574,696
10,661,728
10,642,203
1,018,284
117,398
117,245
1,593,019
1,085,890
133,132
109,436
17,846
159,858
139,475
121,640
1,804,914
1,441,954
151,065
14,216
159,346
136,849
15,858
19,504
16,039
155,700
127,793
159,346
136,849
15,322
125
15,059
151,908
15,858
19,504
16,039
142,852
19.0
10.6
1,123
1,442
171,307
10,908
15,059
175,204
143,832
11,025
11,025
10,610,845
10,204,228
15,858
119
104
1,518
10,661,728
10,268,439
159,346
136,849
14,427
16,142
118,761
1,198,188
1,976,348
1,308,863
134,119
149,785
1,139,710
1,776,125
1,359,656
17,783
1,135,709
1,197,694
1,737,291
13,752
129,265
1,916,779
1,536,928
1,239,142
188,890
174,303
137,305
119
104
1,518
1,916
152
1,239,606
14,961,586
13,165,612
13,715,714
12,460,770
11,963,165
14,043,889
1,752,549
13,715,714
14,961,586
108,723
19,291
181,699
1,038,133
1,966,403
155
14,691
1,907,182
13,569
167,195
180,764
10,791,789
119,236
167
1,000
1,000
1,590,146
16
1,590,162
1,525,126
1,300,987
11,278,489
14,459,138
11,685
1,024,067
1.61
106,633
1,676,554
1,827,092
1,833,755
10,458
10,806
133,001
1,042,475
127,720
10,311
1,824,082
13,567
163,107
176,674
10,868,446
18,140,766
155
1,913,403
1,913,407
1,337,119
184,391
194,148
1,490,017
13,320,152
13,454
1,063,358
1.68
100
111,269
12
1,610,326
158,589
17
100
114,872
19
1,681,523
165,547
12,452
1,716
11,990
11,654
127
127
133,001
119,288
127,720
163,107
167,195
155
12
167
12
192
192
1,687
11,191
1,484
13,454
144
120
1,745
11,685
134
1,063,358
18,984
1,024,067
17.2
12.0
11.6
10.8
1.6
12.6
1.2
1,703
1,016
1,002
1,248
17,177
172
174
1
167
103,214
1,889
1,150
147,319
1,318
152,586
13,876
153,764
1,545
137,865
1,665
157,881
165
1,025
1,113
15
15
1,153
1
1,154
1
16,864
1,917
14,475
16,020
13,202
14,559
14,884
1,938
12,705
1,938
124,554
13.2
14.5
1,115
122
15
16
13
15
14
118
101
10
10.9
15.8
15.2
10.5
17.4
16.5
118
135
132
118
106
18
11,104
161,250
19.9
12.8
11,685
100
117
118
118
1,024,067
120
100
121
18
19
17
100
12
15
129,693
15.5
15.7
15.6
16.0
16.4
16.2
116
133
130
127,720
129
100
157,162
100
129
117
13.3
13,454
100
114
117
115
1,063,358
120
101
1.7
13,283
1,938
16,944
100,300
166,273
109,143
119,900
1,256
1
10,449
13,964
1,702
149,495
118,551
10,816
1,875,392
1,693,580
1,901,935
1,402
10
19
1,875,509
1,318,353
1,318,353
1,533,021
1,943,147
1,907,182
1,300,987
1,576
115,068
103,297
12,028
1,367,089
1,670,215
18,497
15,417
10,960
17,120
13
121,557
17
15
1,935,592
1,600,969
1,600,969
1,288,985
1,564,670
1,824,082
1,490,017
1,121
10,916
12,319
11.9
16,854
16,854
1,731
119,375
1,051
119,615
1,012
174,444
180,251
152,609
17,081
194,613
1,098,418
1,037,084
108,293
1,587,180
1,525,846
1.24
180,384
100,766
1,037,084
119.8
107.3
13.2
1,954.8
1,604.3
168.4
1,666.5
1,922.1
15,831.0
18,915.3
1,875.2
1,028.6
1,487.7
1,742.5
18,261.2
150.7
198.0
1,719.2
15,831.0
18,915.3
123.8
18,261.2
1,762.3
13,234.8
1,970.8
1,908.3
15,831.0
10,380.3
1,970.8
1,913.5
14,553.6
1,920.0
108.5
18,261.2
12,156.7
1,368.7
1,368.7
14.9
1,104.9
1.1
1,108.2
1.1
10,907.4
10,970.6
108.7
104.9
1
14.9
163.5
18.7
1.2
1.7
1.4
1.4
142.6
121.5
104.1
147.8
1,392.5
1,900.2
13.4
1,715.1
1,908.0
10,042.7
100,134.0
1,245.3
17,600.4
1,207.3
1,797.1
14.3
1,722.7
10,876.5
188.2
1.72
1.39
1.06
183.4
156.3
1,560.6
1,496.1
1.5
15.4
14.9
14.8
1.7
18.6
18.5
1.0
1.0
10.9
17.0
16.8
17.2
1.50
1.47
16.1
13.4
13.6
1
11
100.0
117.1
113.8
16.6
15.0
10,164
1,347
1,885
1,502
11,960
1,535,961
1,837,570
1,281
1,537,242
188,634
1,725,876
1,533,013
1,827,938
1,151
1,531,862
1,824,647
143.0
143.0
158.7
1,725.9
1,837.6
127,693
104,980
128,981
15,128
14,374
167,317
113,220
166,328
116,810
160,674
104,726
1,014,955
11,081
18,064
16,107
1,455,649
1,144,426
1,692
1,692
1,376,028
1,455,649
1,042,946
1,068,172
1,376,028
1,455,649
1,915
1,915
1,013,626
130,800
1,144,426
173,121
1,013,626
130,800
1,144,426
10.9
10.3
14.3
14.3
10
15
15
150
15
132.6
115.1
191.1
158.1
1,229.3
1,455.2
1,148,588
1,198,788
1,917,492
1,767,206
1,118,840
1,117,106
1,029,501
1,051,878
1,063,637
1,313
1,312
102,743
152,160
176,009
138,890
178,956
14,128,556
12,719,797
112,725
166,414
191,068
124,559
124,458
1,416
100,000
17,229,419
15,895,891
17,384,685
16,122,970
131.9
142.8
1.33
17.23
1.63
188.2
1.00
174.3
143.8
1.00
1.00
17,500
1.50
15.9
14.4
1.00
17,500
17,500
159,346
136,849
15,858
19,504
16,039
155,700
127,793
155,700
127,793
11,761
10,690
12.3
13.4
11.0
1,212
1,796
136,256
145,280
141,040
155
1,779
1.1
184.6
177.9
189.5
190.9
14.2
14.1
115.6
1
123.9
137.7
134.2
1,516.6
1,276.0
16.5
12,233.3
1,884.7
1,364.0
137.8
149.2
15,769.0
192.9
15,704.9
13,773.3
1,459.0
15,704.9
13,773.3
1,459.0
1,448,011
1,277,695
1,045,119
158,187
1.02
1,801.4
1,403.7
1,796.0
1,399.0
1,021.3
121.8
100.2
142.5
127.6
189.1
176.4
1,545.0
1,232.0
167.0
191.7
11.3
17.3
11.9
13.6
131.6
18.2
1,625.4
1,590.7
1,085.9
133.1
109.4
159.8
139.5
1,804.9
1,441.9
148.8
13.3
119.6
15.8
1,590.7
1,593.0
148.8
151.1
1,405.8
1,084.3
175.0
138.1
1,593.0
16.7
19.2
10.5
10.4
10,496
1.15
10,871
1,755
1,243
1,024
1,090
12,932
We found 364 numbers that start with the digit 2. Here they are:
204,432,307
28,079,458
27,722,739
200,495
269,707
2,690,387
2,540,759
2,285,995
2,885,878
200,495
257,888
2,533,907
204,422,673
206,296,167
204,423
206,296
2,075,065
2,177,954
288,300
2,871,265
2,472,864
2,017,130
29,920
212,216
215,707
214,536
223,270
222,448
228,757
225,111
2
206,296
205,504
2,996
204,423
206,250
2,177,954
2,104,199
2,232
2,075,065
2,094,138
2,795
24,474
21,173
2,271,617
236,583
21,429
2,665,165
21,949
2,081,271
2,662,000
2,570,746
2,795
2,026,160
25,074
269,707
257,888
218,483
2,524,173
2,592,107
2,123,844
2,129,978
2,150
2,505
244,714
2,156,054
2,241,450
20,015,078
26,469,132
2,041
2,041
264,838
265,759
2,662,691
249,847
218,853
2,342,718
2,449,351
2,111,517
2,239,237
26,041,216
200,495
200,495
2,761,794
2,765,514
24
200,495
200,495
2,671,485
20
23,473
23,847
2
261,589
26,828
23,847
2
235,846
218,853
2,994
218,483
2,919
244,714
214,243
207,158
2,488
250
23
28,562
23,695
26.0
239,364
2,864
212,409
24,931
25,925
2
21
2,312
21,288
208
24
22,286
22,588
279
299
241
29,428
25,749
24.8
20.5
2.3
22.1
218,483
22
26
24
20
2
20
242,697
222
27,989
2,838
28
29,760,909
218,853
20
25,824
20
2
20
27,989
2,722
28
29,818,082
21.0
28.2
2
28,722
2,219,310
2,378,747
222,020
237
21.9
2,543
2,331,733
2,356,258
267,009
22
2,553,216
2,233,288
2,556,942
2,336,650
2,362,314
2,200,503
2,663,600
2,335,539
2,338,936
2,519
2
232
24
285,053
2,776,601
2,156,730
2,298,561
2,777,285
2,156,827
2,493,939
27,965
27,965
267
22,502
295,129
269
25,469
26,481
22,191
293,741
269
28
216
2,208.7
2,297.7
22.1
225.5
2,690.4
2,903.8
2,062.6
2,062.6
21.6
200.5
2,540.8
200.5
21,002.5
2,252.7
2,690.4
2,072.7
263.0
2,540.8
2,108.1
2,959.8
200.5
200.5
21,002.5
2,690.4
2,690.4
2,727.2
200.5
200.5
200.5
2,540.8
2,540.8
2,727.2
200.5
200.5
200.5
250.0
272.5
2,835.1
2,596.7
2.1
2.3
2,860.1
2,875.6
2,874.2
2,880.8
270.6
21.6
20,689.2
2,009.6
282.2
24.5
250.0
2
2.6
21.2
25.4
2.8
2
25.0
23.5
20.1
250.0
23.3
23.3
2,046
2,115
294,925
2,140
292,785
256.1
255.9
22,713
280,537
220,678
202,577
287,965
2,246
2,871,265
2,472,864
25,226
237,296
290,819
286,050
286,050
231,915
27.4
2.0
2.1
21.8
225.9
2,206,359
2,156,638
230,994
2,405,699
2,383,610
2.70
2.68
204,422,673
206,296,167
2.5
250.0
27.6
20
206,093
206,046
2,147
2,200
215,707
214,536
2,411
2,625
223,270
222,448
27.6
27.7
200,688
2,538
2
240.0
241.6
24.9
253.7
252.5
2,943.3
298,800
2,095,104
2,571.5
2,206.3
251.0
255.9
221.7
298.9
264.2
220.3
29.9
259.9
209.9
2,057.3
2,870.4
2,470.5
2,016.3
29.9
238.0
211.4
20.3
2.4
23.4
21.1
2,016.3
2.3
2,017.1
211.4
2.3
212.2
2,017.1
27,444
27,975
263,644
206
2,814
2,948
We found 234 numbers that start with the digit 3. Here they are:
393,867
3,762,461
3,984,448
3,439,921
3,468,545
3,246,706
393,867
3,836,709
3,686,758
3,734,843
35,000,000
315,023
384,434
367,604
31,383
33,860
30,199
30,988
30,256
35,637
384,434
315,023
32,995
35,637
32,699
357,809
305,830
30,136
3,027,469
3,253,704
37,848
354,960
355
393,867
393,867
3,196,057
3,196,612
393,867
393,867
3,686,758
37,578
348
3,705,764
3,705,764
3,720
3,985,187
3,985,187
3,734,843
39
3,342
397
37,578
39,519
348
355
3,895
3,720
3,357
3
3
35,642
321
3,349
34,884
3.5
3.3
3.4
30.2
30,506
3,862
393
393
383
346
35
35
301
30,596
38.7
39.1
31,965
30
3
39
37,578
30
30
3
35
34
3,720
30
30
34
309
37,898
319,394
3,515
3
3,799
36
35,501
3,135,250
3,197
33
3,093
33,107
36,811
34,418
3,275,468
36,481
3,058
387,973
349,371
32,665
38,778
3,879
349,920
331,760
316,070
34,569
32,665
38,778
368.5
332,366
343.3
380.5
3,727.5
3,465.1
30.1
393.9
3,271.5
3,861.2
3,104.3
3,717.2
393.9
393.9
3,255.0
3,915.2
3,623.9
3,041.1
3,886.9
393.9
393.9
393.9
300.5
393.9
393.9
393.9
333.6
3.1
327.5
3,043.4
3.1
3,044.8
3,042.4
3,049.7
3.5
3.4
3.5
3,851.0
3.5
3.5
3.4
3
3
33.1
3.3
3,686.4
3,953.1
369.0
37.8
309.4
312.6
3.8
35.1
340.0
37.9
33.6
30.0
3,681
3,076
301,609
3,396
3,291
38,994
361,073
32,588
359,381
359,381
397,780
397,780
327,881
327,881
353.9
396.8
35.6
3,937
3.0
30.5
36,515
36,670
315,023
384,434
3,307
3,152
3,607.5
3,607.5
3,421.7
3,421.7
3.29
35.7
319.2
3.4
39,158.8
39,158.8
345.6
333,245
333,245
300,126
386,316
39.6
320.7
33.5
31.5
370.6
398,415
395
3,872
357,261
3,403
3,329
3,849
326
4's 5's 6's
We found 179 numbers that start with the digit 4. Here they are:
4,310,143
424,023
425,964
406
406
487,498
407,230
41,568
4.5
4.5
4,606
474
423,131
408,072
40
40
41,335
44,419
47,567
48,413
426
49,578
43,253
44,896
412,338
424,023
40,187
47,631
4
45,953
412,510
425,964
41
497,569
45
42
41
490,321
42
40,187
429
402
45,135
48,388
45,257
47,646
4,636
40
48.5
4,646
4,664
477
471
4,709
454
40
42,076
4.2
45
49
48
45
4
43,253
486
44
48
47
49
4
45,953
41.4
420,878
4,798
47,000
44,784
48,774
44,644
431
427
4,445
4,800
4
40,444
40,444
452
4,875
494,216
4,282
473,624
4,444
4,444
49,222
49,222
461,027
47,768
47,464
421,001
477,087
424,908
423,568
4,059.5
421.7
421.7
406.9
406.9
422.3
422.3
4,365.8
4,381.3
49.68
47.2
4.99
42.0
42.0
405.7
4.0
436.6
456.1
456.1
461.5
408.5
4,178.8
4
4
4.8
45.0
426.6
429.7
40.5
48.1
463.7
470.7
4.6
498.4
497.7
43.2
45.7
47,963
47,920
422,534
45,808
487,498
407,230
43,449
45,707
487,827
487,827
45,808
45,808
46.0
4.94
4.92
4,782,178
46,087
45,235
431,876
443,825
42.3
40
40
40
4,970.2
4,970.2
43.0
42.5
41.6
41.6
4.7
4.2
436.3
444,506
4,240
470
4,192
4,525
4,688
4
4,692
We found 210 numbers that start with the digit 5. Here they are:
5,646,053
5,350,833
5,216,714
573,096
594,097
55,125
55
55
565,000,000
50,883
56,865
52,870
57
59,648
584
55
55
55
55
50,672
55,622
5
5,670
50,883
50,672
547,515
544,527
546,020
57,775
56,318
5.7
56,850
50,827
5,401,094
50,755
5,451,849
591,727
556,120
556,120
5,186,913
5,186,913
555
56
5,600,436
5,600,436
5,367,201
5,404,779
563,994
563,994
5,519,463
5,571,534
5,619,320
540,555
5,429,227
59,585
53
56
50,755
579
5,505
555
5,332
53,868
51.1
5.2
53.0
5,300
5,301
59
54,165
53,590
590
55,177
52.5
5.7
51.0
53.7
5.4
50,755
58
5
5
51
53
5
5
58
58,916
5
529
56
577,234
53,207
53,711
574
57,254
58
5,489,402
5,472,111
5,628
5,734
5,110
5,324
520
520
57,588
52,569
5,643
5,643
5,324
520
531,198
557.2
51.4
594.4
589.7
54.3
52.59
5,231.0
5,450.7
5,766.1
5,450.7
512.3
5,869.4
5,670.2
51.7
512.3
5.16
5.81
5.69
50.3
5
5
5
51.7
51.7
57.7
50
500.0
5,467.6
5,959.2
53.1
54.4
5,146.4
5,269.8
521.0
50
564.6
544.5
50
57.7
5.6
5
5,277
58,240
58,240
56,850
56,850
58.2
578.5
578.0
50,140
55,948
52,412
57,804
527,128
527,128
53,523
58,794
58.2
5.3
5.2
5.1
50.7
568,418
597,501
586,495
525,000
525,000
53,458
53,759
5.10
5.11
52.2
51.9
565,000,000
58.18
5
55,125
500
500
55,125
55,125
500
500
500
5
5,152
5,287
57
52.9
572.6
596.1
58.7
5.2
5,445.6
5,676.8
5,438
562,528
523
We found 140 numbers that start with the digit 6. Here they are:
646,883
627,259
6,955,100
63,718,356
65,369,738
67,507
67,362
6,983
60
69,411
6,983
696
69,411
67,507
68,215
6,983
633
64,211
65,413
619,155
664,567
64,830
64,861
600,057
627,102
6,266
6,266
6,579
66,215
6,071
61,455
653,182
67,934
6,134
630,244
6,457,960
6,577,363
688,027
6,858,114
645,798
685,985
6,663
627
627
69,295
66,476
6,089
6,456
66,717
66,617
629
61,455
6,663
6,134
697
6,737
6,753
63,976
6
6,134
64
69
68
67
6,663
66
67
6,094
61
66,657
6
683
61
6,897,624
614,104
627
668
6,381
6,691
653,978
61,334
642,534
61,334
611.4
697.1
6,057.8
6,079.9
682.6
682.6
6,104.5
6,104.5
670.0
688.0
6.4
6.0
69.6
6.6
6,221.1
61.3
6,616.0
6,903.7
691.0
60.2
6.3
6
65.6
61.3
6
622
6,535
6,899
69,292
6,899
6,899
69.5
6.4
6,225,104
69,176
653,483
630,114
641,706
633,372
695,164
6.0
6,983
60
635.0
64.6
61.6
68,934.9
6,312
6,514
6,203
6,763
620
638,581
668,903
655,971
649
6,948
7's 8's 9's
We found 143 numbers that start with the digit 7. Here they are:
7,675,862
7,784,070
761,369
74,380,490
76,012,347
70,000
74,380,490
76,012,347
729,510
75,422
72,291
76,944
72,466
72
70
7,493
7,052
7,851
7,956
704,842
7,339,191
7,912,634
7,079,249
7,664,824
72
737,768
796,564
781,873
7,026
7
7
7,909
790
775
725
7,638
7,430
71.3
71,827
7,714
7,526
78,763
72
72
75
72.9
7.2
74
70
72
74
72
77,896
70,748
7,198
71
75,525
7,080,131
7
73
7,293
797
797
723,963
782.0
70.0
7,290.3
7,379.3
7,675.9
7,675.9
7,784.1
762.8
70.2
7.3
70.2
709.0
780.5
739.9
7,582.6
71,800.9
7,055.5
74,007.9
7.1
750.0
7,356.1
710.6
7.0
7.5
75.0
7
7
702.6
702.0
754
721
7.8
725,661
72,722
72,722
79,621
79,621
748,675
71,070
7.8
7.7
7.5
7.5
7.5
7.8
7.4
768,904
71,928
71,924
758,938
746,556
792,484
7.40
7.50
703.0
74.8
70,000
72
70
759
74.4
770.1
775.5
769.1
70.3
78.6
72.5
72.0
75.5
72.3
7.0
70,335.5
74,380.5
76,012.3
7,466
7,752
723,302
7,617
7,923
We found 130 numbers that start with the digit 8. Here they are:
8,295,161
8,449,107
806,324
8,646,325
8,574,825
85,408
813,119
845,171
854,135
879,845
841,127
86,558
8,597
853
8,574,825
8,270,145
8,646,325
8,311,857
877,505
8,400
8,062
831,330
845,673
874,958
85,396
849,178
88
88
837,099
8,736,189
8,133,524
860,832
815,722
8,281,525
8,964,229
88
888,880
81
85,396
8,824
81.4
8.8
895
848
89
821,903
860,684
8.6
85,396
8
85
8
8,403
8,865
8,209
806,009
8,148
804,799
8,325
823
816,969
824,438
815,810
819,548
88,003
86,314
86,314
808.5
873.2
89.0
805.4
805.4
89.0
81.3
8,109.0
8,295.2
8,295.2
8,449.1
8,666.7
8
86.1
85.7
87.1
83.8
85.1
84.3
84.0
8.8
85.0
8.7
8.83
8.4
81,018
8,735
8,735
8,717
8,717
86,815
82.7
8.5
8,685
8,567
8,380
8,322
813,119
845,171
872
84,992
84,992
819,745
869,461
803.2
85.6
88.0
8.8
8,221.6
8,221.6
802.6
807.3
813.1
845.1
854.1
879.8
841.1
80.0
8
8
853,608
89,662
8,703
We found 75 numbers that start with the digit 9. Here they are:
917,697
9,179
92,674
91,095
92,791
92,735
98,941
9,089
917,697
928,270
921
909,474
9,757
973
9,757
921
9.2
9,981
949
9,170
96.6
90
92
98
92
95
98
99
97
9,757
96
9,626
98,456
9,795
9.6
9,624
9,624
928.3
924.6
98.9
9,183.1
9,204.7
9,569.4
9,693.2
99.5
94.8
96.5
96.5
98,282.0
9.7
99.5
98.7
97.9
950,000
9.8
99
95,786
96,658
91,830
936
92,766
92.3
9
925,851
995,065
96,528
94,777
9
9.4
9.7
9.2
9.9
9,267
9,537
9,575
While the above JEF 10Q Filed 4/7/2026 is interesting in isolation, we have found that it is also useful to take a look at older Jefferies Financial Group 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 4/7/2026 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical JEF 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

10Q Filed 4/7/2026
33.3
16.5
10.6
8.1
9.5
6.3
6.5
5.9
3.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL? ✓  [ original filing ]
Total numbers found: 2,210

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 7/9/2025
32.0
18.2
12.1
8.5
7.9
6.3
6.0
4.5
4.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 2,798

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 10/9/2024
28.0
18.8
12.7
9.2
8.3
6.3
6.6
5.9
4.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 99
XBRL? ✓  [ original filing ]
Total numbers found: 2,915

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10K Filed 1/26/2024
28.6
17.5
11.4
9.4
8.5
7.3
6.4
6.3
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 97
XBRL? ✓  [ original filing ]
Total numbers found: 3,420

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 4/10/2023
28.6
17.3
12.2
8.4
9.8
6.9
6.5
5.5
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL? ✓  [ original filing ]
Total numbers found: 2,216

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 7/8/2022
29.9
17.4
13.5
9.8
6.6
6.4
6.2
5.6
4.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 99
XBRL? ✓  [ original filing ]
Total numbers found: 2,936

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 10/8/2021
29.7
17.9
12.0
9.5
7.9
8.0
7.0
4.0
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 94
XBRL? ✓  [ original filing ]
Total numbers found: 2,955

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10K Filed 1/28/2026
29.5
19.2
11.8
9.0
8.6
6.5
6.3
5.1
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 3,429

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 4/9/2025
32.7
18.4
10.8
9.1
7.5
6.5
6.0
5.2
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 2,099

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 7/9/2024
31.2
17.9
11.6
9.3
7.8
6.8
5.6
4.9
4.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 2,829

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 10/6/2023
28.9
17.4
12.8
9.0
8.3
6.9
7.0
5.1
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL? ✓  [ original filing ]
Total numbers found: 2,992

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10K Filed 1/27/2023
29.2
17.0
11.5
9.2
8.1
6.8
7.7
6.1
4.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL? ✓  [ original filing ]
Total numbers found: 3,491

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 4/8/2022
28.7
15.9
12.6
10.0
7.9
5.9
7.8
5.1
6.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 70
XBRL? ✓  [ original filing ]
Total numbers found: 2,214

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 7/9/2021
29.2
18.5
12.1
9.7
8.1
7.2
6.5
4.2
4.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 2,897

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 10/9/2025
30.5
18.5
12.4
9.8
8.6
5.9
6.1
4.3
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 2,860

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10K Filed 1/28/2025
29.4
18.6
12.5
9.2
8.0
6.4
6.4
5.3
4.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 3,382

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 4/5/2024
29.8
16.9
11.9
8.7
8.9
7.1
6.1
5.8
4.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 2,184

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 7/7/2023
30.0
17.5
11.3
9.3
8.4
7.2
6.0
5.7
4.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 2,914

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10Q Filed 10/7/2022
30.5
17.7
12.3
9.2
7.3
7.3
7.3
4.2
4.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL? ✓  [ original filing ]
Total numbers found: 2,978

■ = Typical JEF range from 7/9/2021 to 4/7/2026
10K Filed 1/28/2022
28.4
16.6
11.1
8.9
10.2
7.0
8.0
5.1
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 76
XBRL? ✓  [ original filing ]
Total numbers found: 3,628

■ = Typical JEF range from 7/9/2021 to 4/7/2026
EACO 10Q Filed 4/10/2026:
66
ALTS 10K Filed 4/10/2026:
80
GDC 10Q Filed 4/10/2026:
52
SCLX 10K Filed 4/10/2026:
100
CHPGU 10K Filed 4/10/2026:
61
SLP 10Q Filed 4/10/2026:
78
QNCX 10K Filed 4/10/2026:
79
SOBR 10K Filed 4/10/2026:
49
ASPI 10K Filed 4/10/2026:
100
FGI 10K Filed 4/10/2026:
96
PLCE 10K Filed 4/10/2026:
90
CMLS 10K Filed 4/10/2026:
97
KBH 10Q Filed 4/9/2026:
94
WDFC 10Q Filed 4/9/2026:
96
WS 10Q Filed 4/9/2026:
95
NEOG 10Q Filed 4/9/2026:
96
BB 10K Filed 4/9/2026:
84
IXAQU 10K Filed 4/9/2026:
86
TLYS 10K Filed 4/9/2026:
95
BEEM 10K Filed 4/9/2026:
87
RELL 10Q Filed 4/9/2026:
64
WOR 10Q Filed 4/9/2026:
55
LEN 10Q Filed 4/9/2026:
88
SMPL 10Q Filed 4/9/2026:
90
BYRN 10Q Filed 4/9/2026:
52
NTIC 10Q Filed 4/9/2026:
67
RGP 10Q Filed 4/8/2026:
97
BYND 10K Filed 4/8/2026:
97
ALCYU 10K Filed 4/8/2026:
53
FC 10Q Filed 4/8/2026:
89
APLD 10Q Filed 4/8/2026:
84
DAL 10Q Filed 4/8/2026:
95
AEHR 10Q Filed 4/8/2026:
82
PSMT 10Q Filed 4/8/2026:
100
PCYO 10Q Filed 4/8/2026:
87
GAME 10K Filed 4/8/2026:
91
PPSI 10K Filed 4/8/2026:
82
HSPTU 10K Filed 4/8/2026:
66
BBGI 10K Filed 4/8/2026:
94
VIRC 10K Filed 4/8/2026:
84
 

Benford's Law JEF Stock (Jefferies Financial Group Inc.) | www.Benford'sLawStocks.com
Copyright © 2023 - 2026, All Rights Reserved

Nothing in BenfordsLawStocks.com is intended to be investment advice, nor does it represent the opinion of, counsel from, or recommendations by BNK Invest Inc. or any of its affiliates, subsidiaries or partners. None of the information contained herein constitutes a recommendation that any particular security, portfolio, transaction, or investment strategy is suitable for any specific person. All viewers agree that under no circumstances will BNK Invest, Inc,. its subsidiaries, partners, officers, employees, affiliates, or agents be held liable for any loss or damage caused by your reliance on information obtained. By visiting, using or viewing this site, you agree to the following Full Disclaimer & Terms of Use and Privacy Policy.