On this page of Benford's Law Stocks.com we present our study of Rivian Automotive Inc. DE — ticker symbol RIVN. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 12/16/2021 to 11/4/2025 for Rivian Automotive Inc. DE under CIK number 0001874178. 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 RIVN, 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 Rivian Automotive Inc. DE based on the past RIVN filings our system processed in the past.
Benford Chart for RIVN 10Q Filed 11/4/2025
36.6
16.0
11.3
13.9
6.6
3.5
5.4
3.4
3.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing, RIVN stockholder letter ]
Total numbers found: 648
Recent share count: 1,209,521,515 (1's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
648
Normal-to-low count compared to other filers, above the bottom quartile. At this number count, it would take about 6 numbers to move any given column by a full percentage point.
Benford's Law Stocks Score for RIVN = 75
75

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 typical coverage universe range.
 • The 4's percentage was higher than the 3's percentage, increasing the penalty multiplier.
 • We deducted points (includes the impact of penalty multiplier) upon observing the 4's percentage was above the typical coverage universe range.
 • We deducted points (includes the impact of penalty multiplier) upon observing the 4's percentage was above the company's typical historical range.
 • We deducted points upon observing the 6's percentage was below the typical coverage universe range.
 • We deducted point upon observing the 6's percentage was below 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 below the typical coverage universe range.
 • We deducted points upon observing the 9's percentage was below the company's typical historical range.
RIVN's Score Vs. Typical Stock
Benford's Law Stocks Indicator
RIVN
Normal-to-low score compared to other filers, falling within the bottom of the middle 50%.
Other Stocks Ranking Near RIVN
RBKB
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 RCEL
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RMR
SGHT
Check our work! We provide our Rivian Automotive Inc. DE 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 RIVN 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 237 numbers that start with the digit 1. Here they are:
1,222,000,615
1,638
192
10,583
15,410
15,217
1,388
1,483
1,777
1,741
10,133
10
1,131
1,226
1
1
18
15,410
15,217
1,142
1,110
1,558
1,155
1,272
111
1,266
1,534
1,370
1,239
1,244
1,419
1,532
1,007
1,169
1
191
1,100
1,167
1
1,100
1,166
13
1,100
1,173
1,100
1,173
1.08
1,014
1,220
1,171
1,100
1,166
1
1
12
1,095
1,165
14
1,095
1,172
1
18,558
1
1
1
1
1,446
1,446
1
14
178
178
1,457
1,457
1,008
1
1
13
172
172
1,100
1,100
1,021
1
1,131
1
15
1,146
1
1
16
178
178
1
1,117
1,115
1,214
1
11
12
1
1
171
171
1
1
1,173
1,166
1,226
1
18
101
107
1,247
1,507
1,250
1,250
1,000
1,032
179
122
1,000
14.56
104
101
105
1,141
1
167
1,105
1,558
1,295
1,051
1,288
1,284
1,840
1,526
1,739
115
146
199
176
135
16
1,157
1,858
184
141
178
1,351
1,638
1,085
1,117
1,545
175
1,250
11.0
1,500
1,500
1,725
1,725
1,250
10.6
1,250
1,256
1,500
1,591
1,560
1,725
1,611
1,589
1,250
1,250
10
100
101
1,164
1,500
1,000
196
1,000
167
119
122
101
150
1,388
15
18
14.10
11.70
14.08
13.46
12.30
12.30
1,000
14.56
171
135
120
110
100
168
198
189
1,123
1,222
149
149
12
12
1,100
1,173
1,100
1,173
1,014
1,220
1,171
1,014
1,220
1,171
1.08
1,142
1,558
1,110
1,272
1,534
130
154
1,155
111
1,266
13
1,317
1,370
155
110
We found 104 numbers that start with the digit 2. Here they are:
2,406
2,647
203
2,248
2,251
29,866
23,305
26,140
2,966
2,991
270
262
24
24
2,658
2,776
2,752
229
237
210
2,819
2
2,822
2,835
2,835
2.42
2,822
2,810
2,824
27,695
26
28,070
20,004
2
28,279
21,461
28,455
22,561
29,866
23,305
2
2
204
204
23,850
2
24,967
26,140
2,822
267
208
26
204
2,899
2,476
2,571
2,696
2,204
2,461
224
250
2,940
2,829
26
270
250
210
201
214
2,335
292
275
29
2,579
25
256
2,406
2,647
289
2,248
24
2,778
248
20
20.13
23.29
2,620
201
250
250
298
25
250
2,835
2,835
2.42
2,991
262
24
24
2,966
270
250
237,712
We found 73 numbers that start with the digit 3. Here they are:
3,912,500
346
3,965
3,425
379
3,508
31,198
3,236
3,364
323
392
350
302
30
3
3
374
374
31
31
3
3
3
3
30,072
33
33
31,028
31,198
30
339
38
36
34
37
369
3
3,236
39
327
389
37
38
3,868
378
374
3,925
3,310
3,965
3.8
3.8
34
37
3.625
3,355
318
306
398
39
31
372
375
38
3,500
378
301
3,364
373
397
3,236
323
379
392
4's 5's 6's
We found 90 numbers that start with the digit 4. Here they are:
4,441
443
4,837
416
446
499
4,441
4,438
4
4
416
4,101
4,283
4,606
4,077
453
427
4,028
4,001
4,003
4,003
4,003
4.01
4,003
4,002
4,002
4
4
4
4
4
4
4,003
41
488
495
4
4,441
499
47
49.8
49.8
40.6
40.6
416
4,101
42
45
42
426
473
491
488
473
4
43
47
447
491
447
491
4
4,441
475
409
445
45
43
4,217
4,837
4.8
4.8
4,475
4,475
4,441
4,438
4.625
449
475
4
4
4,003
4,003
4.01
416
4,101
4,077
4,283
4,606
466
We found 43 numbers that start with the digit 5. Here they are:
5,294
552
553
554
529
5,258
5,084
554
5
5
5
5,899
545
541
52
5,084
583
538
551
57
511
594
5
5,294
5,396
51,502,854
563
552
5
5,294
5
502
598
550
598
58
51,502,854
573
59
593
5,250
53
50
We found 23 numbers that start with the digit 6. Here they are:
6,562
69
60
6,818
6,562
6,230
6
6,079
6
65
60
600
66
610
670
621
6,743
61
68
65
67
61
61
7's 8's 9's
We found 35 numbers that start with the digit 7. Here they are:
7
776
713
777
76
7
7
745
745
7
7
7
750
747
7,857
750
768
7
79
70
79
7,700
7,088
733
791
7
73
73
750
742
73
79
713
776
728
We found 22 numbers that start with the digit 8. Here they are:
835
8,848
874
87
8
86
8,069
8
8
813
814
853
8
874
894
897
8,147
835
8
8
83
874
We found 21 numbers that start with the digit 9. Here they are:
9,275
917
98
983
95
96
998
968
9,141
994
99
98
98
993
905
93
959
998
998
96
98
While the above RIVN 10Q Filed 11/4/2025 is interesting in isolation, we have found that it is also useful to take a look at older Rivian Automotive Inc. DE 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 11/4/2025 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical RIVN 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

10Q Filed 11/4/2025
36.6
16.0
11.3
13.9
6.6
3.5
5.4
3.4
3.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 75
XBRL? ✓  [ original filing ]
Total numbers found: 648

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10K Filed 2/24/2025
32.5
12.7
10.1
12.2
7.5
10.5
4.6
4.6
5.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 55
XBRL? ✓  [ original filing ]
Total numbers found: 763

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 5/7/2024
39.9
17.7
10.6
8.2
6.0
3.0
3.5
3.8
7.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 71
XBRL? ✓  [ original filing ]
Total numbers found: 368

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 8/8/2023
38.2
18.4
13.5
4.9
5.2
4.0
4.3
2.5
9.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 58
XBRL? ✓  [ original filing ]
Total numbers found: 445

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 11/9/2022
36.7
17.9
9.2
7.7
8.2
4.8
4.6
4.6
6.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 94
XBRL? ✓  [ original filing ]
Total numbers found: 414

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10K Filed 3/31/2022
29.0
17.1
11.9
13.6
6.7
6.7
5.7
5.4
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL? ✓  [ original filing ]
Total numbers found: 579

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 8/5/2025
39.0
16.6
11.7
10.9
4.3
5.1
3.0
4.3
5.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 75
XBRL? ✓  [ original filing ]
Total numbers found: 608

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 11/7/2024
39.3
14.9
11.9
11.0
5.9
4.5
3.5
3.1
5.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL? ✓  [ original filing ]
Total numbers found: 511

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10K Filed 2/26/2024
30.6
14.9
11.7
8.7
8.7
8.7
4.4
5.9
6.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 85
XBRL? ✓  [ original filing ]
Total numbers found: 676

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 5/9/2023
45.6
11.9
12.5
5.5
6.1
5.2
3.8
2.6
6.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 65
XBRL? ✓  [ original filing ]
Total numbers found: 344

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 8/11/2022
33.1
17.4
11.9
4.7
9.7
5.2
5.2
3.9
8.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 77
XBRL? ✓  [ original filing ]
Total numbers found: 362

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 12/16/2021
29.9
20.0
10.8
6.9
12.8
8.6
5.9
3.7
1.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 62
XBRL? ✓  [ original filing ]
Total numbers found: 509

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 5/6/2025
35.5
15.1
11.2
12.6
8.0
4.6
3.2
5.0
4.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 81
XBRL? ✓  [ original filing ]
Total numbers found: 437

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 8/6/2024
37.2
19.4
11.7
6.9
6.3
2.5
4.0
3.8
8.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 79
XBRL? ✓  [ original filing ]
Total numbers found: 479

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 11/7/2023
39.3
15.8
10.8
6.7
5.8
6.4
4.4
3.1
7.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL? ✓  [ original filing ]
Total numbers found: 481

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10K Filed 2/28/2023
31.9
17.0
12.3
9.3
5.1
9.1
5.3
4.7
5.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL? ✓  [ original filing ]
Total numbers found: 571

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
10Q Filed 5/11/2022
36.9
14.2
11.3
12.8
7.7
4.4
5.8
2.6
4.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 73
XBRL? ✓  [ original filing ]
Total numbers found: 274

■ = Typical RIVN range from 12/16/2021 to 11/4/2025
KOPN 10Q Filed 11/12/2025:
98
SCNX 10Q Filed 11/12/2025:
80
MRAI 10Q Filed 11/12/2025:
79
MBAVU 10Q Filed 11/12/2025:
66
TOFB 10Q Filed 11/12/2025:
47
BACCU 10Q Filed 11/12/2025:
0
DAIO 10Q Filed 11/12/2025:
68
BTCW 10Q Filed 11/12/2025:
75
SGN 10Q Filed 11/12/2025:
97
TXMD 10Q Filed 11/12/2025:
54
HIT 10Q Filed 11/12/2025:
69
EGHAU 10Q Filed 11/12/2025:
17
SYRA 10Q Filed 11/12/2025:
57
PAVM 10Q Filed 11/12/2025:
88
BAFN 10Q Filed 11/12/2025:
97
ATEX 10Q Filed 11/12/2025:
66
AIRC 10Q Filed 11/12/2025:
86
SLND 10Q Filed 11/12/2025:
85
HTFL 10Q Filed 11/12/2025:
91
TAVIU 10Q Filed 11/12/2025:
62
ASIC 10Q Filed 11/12/2025:
90
DLPN 10Q Filed 11/12/2025:
65
AERG 10Q Filed 11/12/2025:
78
LB 10Q Filed 11/12/2025:
81
KSCP 10Q Filed 11/12/2025:
86
NMPAU 10Q Filed 11/12/2025:
68
AMIX 10Q Filed 11/12/2025:
82
SIEB 10Q Filed 11/12/2025:
95
BYND 10Q Filed 11/12/2025:
85
LCTC 10Q Filed 11/12/2025:
44
BACQU 10Q Filed 11/12/2025:
22
WENNU 10Q Filed 11/12/2025:
0
ICMB 10Q Filed 11/12/2025:
78
AIRT 10Q Filed 11/12/2025:
100
CXAI 10Q Filed 11/12/2025:
89
FLY 10Q Filed 11/12/2025:
81
AEMD 10Q Filed 11/12/2025:
68
KLC 10Q Filed 11/12/2025:
63
AIRG 10Q Filed 11/12/2025:
86
CCRN 10Q Filed 11/12/2025:
80
 

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