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 4/30/2026 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 4/30/2026
33.8
14.1
12.2
14.3
9.4
4.7
3.5
4.9
3.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing, RIVN stockholder letter ]
Total numbers found: 491
Recent share count: 1,256,510,474 (1's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
491
Normal-to-low count compared to other filers, above the bottom quartile. At this number count, it would take about 5 numbers to move any given column by a full percentage point.
Benford's Law Stocks Score for RIVN = 77
77

Starting from a possible score of 100, we made the following score deductions:
 • 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 point upon observing the 7's percentage was below the typical coverage universe range.
 • 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 point (includes the impact of penalty multiplier) upon observing the 8's percentage was above the company's typical historical range.
RIVN's Score Vs. Typical Stock
Benford's Law Stocks Indicator
RIVN
Normal score compared to other filers, falling within the middle 50%.
Other Stocks Ranking Near RIVN
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 166 numbers that start with the digit 1. Here they are:
1,256,505,294
1,985
1,594
1,543
119
14,864
14,233
1,438
1,045
1,660
1,554
1,586
1,429
10,270
10
1,240
1,260
1
1
14,864
14,233
1,240
1,381
1,034
1,262
119
1,000
107
1,137
1,249
1
1,131
1
15
1,146
1
1
1,240
1
1
1
1
1
1,260
1
194
188
101
14
182
188
16
1,003
114
1
1
110
1,000
15.90
1,000
100
15.34
115
114
159
1,240
1,381
18
1,295
167
1,277
1,170
1,066
1,794
1,515
177
185
1
1,370
1,315
1,329
150
16
1,985
1,594
1,543
1,261
1,662
1,712
1,605
189
185
1,500
1,500
1,725
1,725
1,250
10.6
1,250
10.5
1,500
1,882
1,608
1,725
1,958
1,654
1,250
10
1,231
1,213
1,500
1,000
1,000
179
104
162
157
1,438
1,045
1,277
1,170
110
114
177
185
1,660
1,554
1,066
143
178
1,586
1,429
12.49
14.96
19
13.36
1
12.94
13.61
13.61
1,671
11
127
110
170
17
183
1,236
1,256
149
149
12
12
1,137
1,249
1,137
1,249
1,000
15.90
1,381
1,262
181
119
1,240
1,034
114
We found 69 numbers that start with the digit 2. Here they are:
2,845
2,503
26,951
27,367
2
28
26
204
292
206
2
2
29,866
23,305
2
2
204
204
23,850
26,951
28
20
27,367
2
26
200
207
20
211
290
28
25
2
2
2,845
250
20
250
210
201
282
2,343
2,054
214
286
270
28
21
2,142
25
2,845
223
257
2,503
257
280
20.13
23.29
223
201
227
286
270
250
233
274
292
204
206
We found 60 numbers that start with the digit 3. Here they are:
3,912,500
3,579
342
361
330
3,693
3,353
31,508
31,767
318
381
33
3
3
3
30,072
31,508
306
306
31,767
31
364
334
338
372
3
3,579
300
300
35.3
37.6
317
34
328
376
34
30
37
3,579
350
390
3,339
3,515
3.8
3.8
35
33
3.625
3,355
315
350
319
365
359
31
350
30
338
33
318
4's 5's 6's
We found 70 numbers that start with the digit 4. Here they are:
463
484
4,440
4,442
4,594
4,429
473
458
480
478
418
416
4
416
416
48
416
423
4
422
4
4
4
4,594
48
49
416
416
4,429
416
4
48
408
4
4,693
423
47
460
472
463
455
473
463
456
455
42
437
464
450
44
4,830
4,152
4,302
4.8
4.8
4,475
4,475
4,440
4,442
4.625
419
452
45
468
4
416
416
48
473
420
We found 46 numbers that start with the digit 5. Here they are:
555
5,119
5,434
571
595
551
580
5,258
5,258
542
50
539
541
545
545
541
538
542
545
541
541
506
59
558
5,294
534
50
569
506
59
51
522
5,119
5,434
564
59
51
50
5,250
54
59
545
545
50
540
570
We found 23 numbers that start with the digit 6. Here they are:
601
669
655
65
6,562
6,230
6
6
601
60
63
600
6,082
689
699
634
657
651
65
66
60
63
62
7's 8's 9's
We found 17 numbers that start with the digit 7. Here they are:
7,045
754
72
7
7
74
703
717
734
73
764
735
797
797
723
78
78
We found 24 numbers that start with the digit 8. Here they are:
8,592
8
830
861
881
81
8
8
80
89
835
8
850
884
854
8,458
8,949
84
85
85
884
8
830
800
We found 16 numbers that start with the digit 9. Here they are:
9,804
922
908
970
950
96
91
97
97
97
99
99
908
970
922
92
While the above RIVN 10Q Filed 4/30/2026 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 4/30/2026 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical RIVN 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

10Q Filed 4/30/2026
33.8
14.1
12.2
14.3
9.4
4.7
3.5
4.9
3.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 77
XBRL? ✓  [ original filing ]
Total numbers found: 491

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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 4/30/2026
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 4/30/2026
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: 81
XBRL? ✓  [ original filing ]
Total numbers found: 676

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 67
XBRL? ✓  [ original filing ]
Total numbers found: 344

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 78
XBRL? ✓  [ original filing ]
Total numbers found: 362

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 59
XBRL? ✓  [ original filing ]
Total numbers found: 509

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
10K Filed 2/12/2026
33.1
13.4
11.5
12.2
9.7
6.7
5.1
4.5
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL? ✓  [ original filing ]
Total numbers found: 890

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 83
XBRL? ✓  [ original filing ]
Total numbers found: 437

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 78
XBRL? ✓  [ original filing ]
Total numbers found: 479

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 86
XBRL? ✓  [ original filing ]
Total numbers found: 481

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 79
XBRL? ✓  [ original filing ]
Total numbers found: 571

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 74
XBRL? ✓  [ original filing ]
Total numbers found: 274

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 76
XBRL? ✓  [ original filing ]
Total numbers found: 648

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 48
XBRL? ✓  [ original filing ]
Total numbers found: 763

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 70
XBRL? ✓  [ original filing ]
Total numbers found: 368

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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: 57
XBRL? ✓  [ original filing ]
Total numbers found: 445

■ = Typical RIVN range from 12/16/2021 to 4/30/2026
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 4/30/2026
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 4/30/2026
BTBD 10Q Filed 5/18/2026:
95
NHICU 10Q Filed 5/18/2026:
26
VTAK 10Q Filed 5/18/2026:
86
ABVC 10Q Filed 5/18/2026:
73
BRC 10Q Filed 5/18/2026:
81
OSTX 10Q Filed 5/18/2026:
64
ESLA 10Q Filed 5/15/2026:
84
OLB 10Q Filed 5/15/2026:
59
ISPC 10Q Filed 5/15/2026:
89
VS 10Q Filed 5/15/2026:
28
TCRT 10Q Filed 5/15/2026:
30
ITHAU 10Q Filed 5/15/2026:
64
DAIO 10Q Filed 5/15/2026:
76
SLXN 10Q Filed 5/15/2026:
80
BGLC 10Q Filed 5/15/2026:
65
AMZE 10Q Filed 5/15/2026:
98
PPSI 10Q Filed 5/15/2026:
73
CTAAU 10Q Filed 5/15/2026:
25
ATER 10Q Filed 5/15/2026:
88
BYNOU 10Q Filed 5/15/2026:
70
XSLLU 10Q Filed 5/15/2026:
79
INFQ 10Q Filed 5/15/2026:
96
ZSPC 10Q Filed 5/15/2026:
75
OVBC 10Q Filed 5/15/2026:
76
PNBK 10Q Filed 5/15/2026:
88
CGCTU 10Q Filed 5/15/2026:
26
EVFM 10Q Filed 5/15/2026:
79
MEHA 10Q Filed 5/15/2026:
63
TVGN 10Q Filed 5/15/2026:
88
RNGE 10Q Filed 5/15/2026:
48
SINT 10Q Filed 5/15/2026:
93
SLE 10Q Filed 5/15/2026:
56
CVM 10Q Filed 5/15/2026:
72
AGPU 10Q Filed 5/15/2026:
74
TACOU 10Q Filed 5/15/2026:
44
MRKR 10Q Filed 5/15/2026:
48
VACI.U 10Q Filed 5/15/2026:
0
IRRXU 10Q Filed 5/15/2026:
89
CBDY 10Q Filed 5/15/2026:
64
SCOR 10Q Filed 5/15/2026:
77
 

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