On this page of Benford's Law Stocks.com we present our study of MEDALLION FINANCIAL CORP — ticker symbol MFIN. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 3/7/2024 to 5/5/2026 for MEDALLION FINANCIAL CORP under CIK number 0001000209. 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 MFIN, 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 MEDALLION FINANCIAL CORP based on the past MFIN filings our system processed in the past.
Benford Chart for MFIN 10Q Filed 5/5/2026
30.4
19.1
9.7
9.6
7.2
7.5
5.9
6.4
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing ]
Total numbers found: 1,683
Recent share count: 23,530,083 (2's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
1683
High count compared to other filers, with MFIN falling in the highest 10% of filers. At this number count, it would take about 17 numbers to move any given column by a full percentage point.
Benford's Law Stocks Score for MFIN = 90
90

Starting from a possible score of 100, we made the following score deductions:
 • 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.
 • We deducted points (includes the impact of penalty multiplier) upon observing the 8's percentage was above the typical coverage universe range.
MFIN's Score Vs. Typical Stock
Benford's Law Stocks Indicator
MFIN
Normal-to-high score compared to other filers, falling within the top of the middle 50%.
Other Stocks Ranking Near MFIN
Check our work! We provide our MEDALLION FINANCIAL CORP 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 MFIN 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 511 numbers that start with the digit 1. Here they are:
136,266
10,786
15,144
116,696
114,789
150,803
150,803
17,340
17,701
19,261
19,401
10,999
11,861
19,596
1,000,000
164,465
162,374
17.10
17.53
1,732
1,688
19,615
1,099
173
11,599
11,000
1,937
1,739
1,252
1,750
1,547
1,572
11,617
13,526
1,512
12,014
13,526
146
14,164
1,512
12,652
162,374
13
13
13
1,569
164,465
130,256
12,014
12,014
1,512
13,526
1,512
1,512
1,686
1,688
1,688
1
1
1
144,360
1,202
1,202
1,202
139,716
13,526
174,342
133,127
169,984
136,240
1,688
140
1,319
1,621
147,906
131,066
132,083
1,584
14,943
1,582
1,512
1,202
13
1
18,205
11,578
169,572
138,649
157,994
10
1.8
1
150.8
17.3
17.7
13,200
13,475
17,340
17,701
1.0
1.1
12,014
15
15
17.4
17.8
13.7
14.4
17.7
18.4
10.0
19.0
19.7
1,315
19,997
137
128
160
19,117
14
1,251
17,880
139
132
174
10,662
10,120
1,286
14,086
128
10,558
13
1,248
14,840
132
16
10
1,671,538
1,617,221
119,612
123,068
1,126
1,179
100
10,786
15,144
10,786
15,144
100
100
1,617,221
123,068
1,179
15,144
142,548
169,984
15
174,342
1
1,671,538
119,612
1,126
10,786
1,543,243
111,273
1,909
136,240
133,127
130
15
1,133
12
1,545,844
116,059
1,650
10,499
19,563
114,789
1,465
18,445
155
116,696
170.1
105.5
130
15
1,095
16,870
100,366
161.7
1,328
1,933
1,503
1,133
130
130
15
15
17
155
13.86
116,696
100
19,563
17
18.49
114,789
100
1,661,437
10,101
1,671,538
1,400
17
119,612
1,126
1,126
100.00
10,786
10,786
1.41
1,603,542
13,679
1,617,221
1,294
16
123,068
1,179
1,179
100.00
15,144
15,144
1.59
17,693
1,536,259
1,614,849
1,820
1,396
10,274
13,109
106,643
119,752
1,126
1,126
10,786
10,786
19,513
12,856
1,469,444
1,562,101
1,300
10,274
10,274
112,942
123,216
1,138
1,179
15,144
15,144
111,530
135,621
199,919
1,536,259
199
11,036
13,443
17,693
1,493
1,672
1,594
135,820
1,614,849
175,485
159,242
142,930
143,278
125,876
1,111
1,191
191
1,820
104
1,396
176,371
160,738
145,000
145,128
127,283
132,704
131,113
1,469,444
12,763
11,042
10,623
1,487
1,347
1,754
12,856
142,693
143,810
1,562,101
193,964
172,735
151,637
151,365
1,609
199
158
100
1,300
194,852
174,886
154,104
153,027
198,831
115,250
146,500
198,831
119,000
15
18.2
17.2
159,896
1,427,011
1.5
17,500
17,500
115,250
146,500
1
18.5
1,500
10,000
1,250
1,250
1,250
1,250
1.71
1.58
10,250
10,250
18,500
18,500
1,083
1,345
1,084
17,836
17,700
1,613
19,596
11.1
1.7
1,961
1,522
1,263
1,572
190
1
158
1
1,480,811
12,000
10.1
1.7
10.34
10.34
10.36
10.32
10.57
10.32
10.57
10.36
10.36
1,569
10.32
10.57
1
1.6
119
1
13
11
10
17
10
10
11
10
14
13
10
11
10
10
12
11
10
19,376
14,292
1,392
1,925
12,006
18,445
1,598
1,117
11,000
1,141
15
1,378
1,262
11,078
1,282
10,245
11,617
1,313
160
1,272
1,671,538
119,612
1,126
10,786
1,606,691
111,561
1,304,451
1.65
1.12
1.60
1.01
13.39
11.57
11.70
10.40
17
1.44
19,771
1,765
12,041
1,053
12
12,807
16,870
11,599
1,142
149
1,830
184
1,473
11,991
1,652
1,599
13,526
1,512
12,014
1,545,844
116,059
1,650
10,499
1,495,150
109,565
1,229,818
1.68
18.45
1.93
12.96
13.37
10.33
113.46
12.32
13.25
11.16
11.65
10.10
10.59
19
17.63
1.20
1.55
101,000
120,000
107,120
16,068
13,000
138,649
138,649
137,899
10,786
10,786
10,786
19,261
19,261
19,261
1,776
1,776
1,776
15,144
15,144
15,144
19,401
19,401
19,401
1,787
1,787
1,787
1,776
1,776
1,776
1,787
1,787
1,787
1.8
1,000
1,840,000
We found 322 numbers that start with the digit 2. Here they are:
23,849,967
2,607,209
2,551,705
2,490,513
2,436,916
29,684
26,459
2,950,486
2,955,464
2,128,568
2,084,265
214,159
215,987
21,217
21,095
20,201
2,442,973
2,447,418
29,592,592
296
297,214
299,458
2,766
2,381
2,950,486
2,955,464
23,864,438
23,311,683
2.2
20,736
25,009
24,013
22,476
22,014
29,398
2,408
2,817
22,374
20,758
20,239
2,336
21
20
23,059,744
22,570,797
24,545,801
23,897,167
248
2,336
29,592,592
296
299,458
2,381
2,336
2,336
2,336
2,066
2,075
2,075
2,224
2,862
2,862
2,862
297,214
2,766
29,308,182
293
293,412
2
265
2,554
2,554
2,554
29,467,773
295
293,897
22,476
22,014
249
2,041
2,105
2,336
2,075
212,270
245,664
254,120
2,859
2,336
201,564
24,655
24,515
2.0
2.3
23,059,744
22,570,797
269,775
234,474
24,545,801
23,897,167
21
20
2,572,371
2,558,754
2,529,775
2,472,328
2.5
21,312
2,402
2,387
236
29,393
29
2,914
265
26,541
22
2,607,209
2,551,705
2,617,995
2,566,849
2,566,849
293,885
22,491
26,880
2,617,995
2,491,022
281,648
259,613
20,274
24,646
2,389
2,389
2,336
2,498
249
249
2,486,433
218
22,491
26,880
21
22,476
20,295
20,536
20,274
24,646
2,845
22,014
20,249
22,491
26,880
2,728
20,274
2,361
24,646
20,295
2.49
2.41
218
281
24,267
20.29
2,581,101
2,617,995
24,688
20.06
2,526,009
2,566,849
2,835
20,866
2,464,155
2,563,656
22,890
2,367
25,257
24,471
2,403,295
2,514,825
226,540
245,813
2,994
2,281
2,156
241,297
212,970
265,346
223
233
2.2
237,917
209,204
2,374
2,581
2,731
22,890
2,803
2,329
256,680
227,028
2,367
2.9
227,102
2,127,460
2,083,335
22,500
2,500
230,102
2,395,460
2,403,916
2.8
250,000
250,000
250,000
2.8
241,634
298,919
2,127,460
2,133,710
2.72
2,500
2,500
2,000
2,000
2.13
2.0
2,213
2,205
2,061
2,036
2,648
2,648
2,574
2,553
21,100
22,812
21,217
261
269
2,440
21
21
29
2,386
21
21
258,334
200,000
2.1
200
216,940
296,444
2.14
2.14
2,224
2.14
21
27
21
2,150
25,009
2,057
29
225
22,476
21,297
225
26
2,408
2,352
28
2,683
22,374
2,211
269
2,073
2,336
2,617,995
2,950,486
2,395,460
2.49
24,013
2,290
2,178
2,845
22,014
21,555
2,178
29,398
2
2,377
2,182
20,758
20,239
2,436
247
2,486,433
2,847,738
2,342,373
2.17
2.49
277,000
269,000
2,601
2,490,513
2,503,325
2,503,325
2,395,460
2,407,187
2,407,187
201,564
201,564
200,814
2,436,916
2,421,988
2,421,988
2,410,016
2,431,011
2,431,011
26,303
26.3
25
25
We found 164 numbers that start with the digit 3. Here they are:
3,310
30,145,347
301
3.1
3.3
3,613
3,690
31,583
313
3,537
361
361
344,206
385
385
385
30,145,347
301
3,647
370,170
307,059
3,373
3,009
380,224
303
3,005
313
3,519
3,263
33,146
3,873
3,344
3,171
3,099
34.9
3
3.0
385.9
347,627
356,038
3,732
3,381
3,496
3,420
3,368
3
3,442
31
32
376,934
3,767
38
3,750
3,005
303
303
316
3,481
3,419
38
3,618
3,860
3,114
385
3,685
3,974
399
38
38
3,707
340
3,551
316
36,894
320,422
3,419
3,824
3,522
3,934
337,563
328
369
359
331
335,079
3,136
356,392
378
353
331
3.88
39,000
3,000
33,000
33,000
33,000
3.75
3.64
3.7
3.7
3.75
31,250
39,000
39,000
3.25
3.18
3.52
3.79
3,000
3,000
3.21
36.1
35.0
33.0
36
3,571
364
3,385
37
33
34
3
300,000
336,436
311,723
332,918
344,206
374,797
3.8
33,770
3
336,436
35
3,449
30
39,742
3,618
31,583
3,103
34
3,524
3,345
3,817
310
3,836
3,114
346,085
3.23
3,343
3,943
38,425
3,114
3,642
3,182
3,140
331
3,354
3,977
3,328
3,222
362,164
3.10
3,100,000
3.5
4's 5's 6's
We found 161 numbers that start with the digit 4. Here they are:
44,734
44,500
4,489
408,084
408,617
42.3
42.4
432
412
4,328
4,953
4,568
408,617
4,953
4,953
444,683
4
4,323
4,327
4,327
408,084
438,958
449,012
4,172
41,316
4,327
43,142
4
4
4,140
4,226
4,953
487,002
403,858
447,056
455,467
479,609
487,292
4.0
4.5
47,809
45,392
42,171
4,639
46,184
4,791
43,607
4,623
41,513
4,351
48,796
4,227
4,351
4,820
459
46
4,227
4,501
4,714
4,351
4,084
4,926
4,506
428
4,227
40,840
4,586
4,891
41
41
407,944
421,853
4,586
478
423,427
4,918
4,872
435,498
4,891
441
455
410
417
42
446,890
4,500
4.11
40,000
40,000
488,390
4.13
40.0
4.22
4,750
4,750
4,750
4,750
4,750
4,750
4.58
4.66
4,489
42,317
42,408
42,317
42,408
4,661
4,328
4,250
4,328
4.89
4.89
484,823
4.89
4.2
4.89
4.89
4.89
4.89
4.89
4.89
4.89
4.89
4.89
426,154
459
46
448
4,105
4,290
4,871
4,380
429
4,328
454
4,953
426,272
4.91
4.48
4.38
400
448
4,556
4,984
4,980
4,821
4,909
497
440,300
4.25
48
4.32
47
4.67
430,000
46.0
42.5
4.94
46.0
42.5
47.0
We found 122 numbers that start with the digit 5. Here they are:
5,041
5,635
50,000,000
51,130
51,130
507,513
508,046
5.1
5.2
54,059
51,412
53
50
531
51,130
508,046
51,130
507,513
50,144
531
531
531
50,675
579
582,122
531
5.3
54.3
52.0
515,645
576,251
53
50
59,082
5.0
51,481
5,056
50,373
56
52
5
5
59,668
56,093
5,319
5,320
59,611
5,052
5
5,190
540
5,630
5,617
5,829
5,508
5,210
5,769
5.19
5.32
51,701
59,122
54.3
56,911
52.0
51,701
591
56.7
56,911
5,414
535
513
55.1
554,188
53,750
50,000
58
53,750
53,750
5,000
5,000
5.44
5.96
5.08
5.08
5,000
5,000
588
5,041
5.90
5.90
5,868
5,957
5
5
512,131
5,373
5.98
5.85
54
54,034
59
54,059
5,474
543
5,900
5.80
5.99
5.19
57
50,466
51,412
5,638
5.00
54,000
50,000
5,635
5,635
5,635
5
50.0
52.2
5.2
We found 126 numbers that start with the digit 6. Here they are:
65,298
67,934
60,183
6,418
6,319
6,280,909
660
685
641
697
675
632
618
6,713
6,904
6,280,909
652,577
6,280,909
6,172,558
68,788
60,185
638
638
638
6,232,743
68,788
6,957
684
619,161
62,915
6,483
6
6
61.2
6.5
6.0
60
60
67,934
64,648
60,183
67,934
64
63
64,402
61,507
6,311
675
6,533
60
61,802
62,530
649
600
62,623
6,061
63,114
63,750
63,500
6.06
6,250
6,250
6,081
607,938
6,250
634
697
675
63
6,386
6,896
6,702
6,702
6,713
6,713
6
6.08
6.08
6.08
6.08
652,577
6.2
6.52
6.29
6.50
607
6.50
6.50
6.50
6.79
6.37
6.79
6.37
62
6,428
651,235
6.52
6.90
6.14
6,964
68
650
6,209
6,713
6,855
654,632
6.33
6.50
67,934
67,934
67,934
60,183
60,183
60,183
6,319
6,319
6,319
67,934
67,934
67,934
69,710
60,183
60,183
60,183
61,970
6.46
7's 8's 9's
We found 100 numbers that start with the digit 7. Here they are:
7,333
759
77,336
73,737
79,068
75,425
708
7,289
7,289
7,289
7,289
7,641
7
79,500
729,280
72,930
7
72,930
7,644
7
7,641
7,641
737
7,386
72
71,102
71,558
756
7,400
7,755
74
7.96
75
7.36
78,590
7,802
71,812
761
72,566
700,449
73,500
751,199
75.0
7.500
7.250
7,000
7,000
73,500
7,246
760
781
7,786
740
7
7,710,968
795,227
719,590
744,350
7.30
7.74
744,350
7.70
751,750
719,590
7.37
7.25
798,058
7.25
795,227
7.25
798,058
795,227
7.25
79,068
7,370
75
7
739
701
763
764
7,289
7.47
7.96
75,425
711
777
724
7,345
744
795,868
7.94
7.04
7.6
75,000
750
750
77.5
73.1
75.0
We found 108 numbers that start with the digit 8. Here they are:
8,099
8,099
843
823
821
886
877
86,026
8
8
8.1
8.2
8.4
8.0
8.0
814,933
810,237
810,237
8
814,933
827,211
86,833
812,381
85,956
86,730
815
8,174
823
86,730
8
85,956
8
813,533
814,933
85
808,943
810,237
809,341
817,143
8,558
804,627
813,185
8,997
8,463
809,341
817,143
8,210
8,212
804,627
876
813,185
8.35
85,000
8.2
8.4
884.2
8.875
8.625
8,500
8,500
85,000
803
8
8
89,718
8.97
8.47
8.47
823,854
8.97
8.47
8.30
8.47
8.63
8.97
8.08
8.83
8.08
8.67
8.47
82,081
84,623
84,504
86,410
8,388
810
814,933
802,126
8.00
8.35
8.58
81
8.2
80
815
824
883
844
8,014
812,381
8.25
8.71
8.25
8.1
8.2
8.4
8
8.25
We found 69 numbers that start with the digit 9. Here they are:
93,915
95,250
99,429
99,429
9,430
9,993
979
99,429
9
99,429
9,430
9,750
9
9
9,493
9,243
9
99
9,707
921
9,052
9,516
97,368
95.2
916
952
9,516
9,052
95,345
98,380
9,196
99,501
92,657
9,563
9,196
93
951
980
9.250
910
923
9,000
9.17
909,028
9.16
9.37
9.82
9.37
9.64
913,909
9.38
9.38
9.38
9.38
9.49
90,575
9.60
9.32
9.67
9.85
9,962
9,642
9,993
9,964
983
90,121
9.78
9
9.00
While the above MFIN 10Q Filed 5/5/2026 is interesting in isolation, we have found that it is also useful to take a look at older MEDALLION FINANCIAL CORP 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 5/5/2026 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical MFIN 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

10Q Filed 5/5/2026
30.4
19.1
9.7
9.6
7.2
7.5
5.9
6.4
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL? ✓  [ original filing ]
Total numbers found: 1,683

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10Q Filed 8/5/2025
31.3
17.6
9.9
10.4
6.7
7.1
5.7
6.9
4.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 78
XBRL? ✓  [ original filing ]
Total numbers found: 2,161

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10Q Filed 11/6/2024
30.8
17.5
10.8
10.1
6.0
6.9
5.7
5.9
6.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 72
XBRL? ✓  [ original filing ]
Total numbers found: 2,293

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10K Filed 3/7/2024
27.8
17.9
12.0
8.9
8.3
9.1
6.2
4.0
5.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 80
XBRL? ✓  [ original filing ]
Total numbers found: 2,096

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10K Filed 3/10/2026
28.6
17.8
9.6
10.2
7.4
7.8
6.7
6.5
5.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL? ✓  [ original filing ]
Total numbers found: 2,261

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10Q Filed 5/6/2025
31.2
18.5
8.1
9.7
7.9
8.1
4.6
6.9
4.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 74
XBRL? ✓  [ original filing ]
Total numbers found: 1,518

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10Q Filed 8/7/2024
29.6
18.6
11.8
8.8
5.9
6.7
6.4
6.2
6.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL? ✓  [ original filing ]
Total numbers found: 2,189

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10Q Filed 11/4/2025
31.2
17.7
10.6
9.1
7.2
7.1
6.1
6.2
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL? ✓  [ original filing ]
Total numbers found: 2,285

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10K Filed 3/13/2025
27.0
18.7
10.6
10.3
7.6
8.7
6.8
4.5
5.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 81
XBRL? ✓  [ original filing ]
Total numbers found: 2,120

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
10Q Filed 5/7/2024
30.8
19.3
10.5
8.8
6.8
7.4
5.1
6.3
4.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL? ✓  [ original filing ]
Total numbers found: 1,561

■ = Typical MFIN range from 3/7/2024 to 5/5/2026
AVGO 10Q Filed 6/9/2026:
89
PPIH 10Q Filed 6/9/2026:
84
NATH 10K Filed 6/9/2026:
80
UEC 10Q Filed 6/8/2026:
86
CHPT 10Q Filed 6/8/2026:
60
NVRI 10Q Filed 6/8/2026:
91
ESTC 10K Filed 6/8/2026:
94
AVO 10Q Filed 6/8/2026:
89
ODC 10Q Filed 6/8/2026:
91
MAMA 10Q Filed 6/8/2026:
70
MTN 10Q Filed 6/8/2026:
93
ALOT 10Q Filed 6/8/2026:
86
MPAA 10K Filed 6/8/2026:
85
GIII 10Q Filed 6/8/2026:
75
OCC 10Q Filed 6/8/2026:
78
CUEN 10Q Filed 6/8/2026:
56
FCEL 10Q Filed 6/8/2026:
80
CPB 10Q Filed 6/8/2026:
86
CMCO 10K Filed 6/8/2026:
88
GHM 10K Filed 6/8/2026:
92
AERT 10K Filed 6/8/2026:
90
WOOF 10Q Filed 6/5/2026:
59
WDDD 10Q Filed 6/5/2026:
62
OOMA 10Q Filed 6/5/2026:
84
DOCU 10Q Filed 6/5/2026:
99
COO 10Q Filed 6/5/2026:
74
BBY 10Q Filed 6/5/2026:
76
ANF 10Q Filed 6/5/2026:
85
MYCB 10Q Filed 6/5/2026:
74
TTAN 10Q Filed 6/5/2026:
93
NRT 10Q Filed 6/5/2026:
0
FSHPU 10Q Filed 6/5/2026:
28
DDS 10Q Filed 6/5/2026:
80
NX 10Q Filed 6/5/2026:
97
VEEV 10Q Filed 6/5/2026:
76
RBRK 10Q Filed 6/5/2026:
87
NTAP 10K Filed 6/5/2026:
94
GSIT 10K Filed 6/5/2026:
84
HURC 10Q Filed 6/5/2026:
51
ABM 10Q Filed 6/5/2026:
99
 

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