On this page of Benford's Law Stocks.com we present our study of RingCentral, Inc. — ticker symbol RNG. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 2/26/2020 to 11/8/2024 for RingCentral, Inc. under CIK number 0001384905. 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 RNG, 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 RingCentral, Inc. based on the past RNG filings our system processed in the past.
31.8
16.2
9.8
11.5
7.4
4.1
7.9
5.2
6.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL?   [ original filing, RNG stockholder letter ]
Total numbers found: 784
Recent share count: 81,895,439 (8's column)

= Typical range across full coverage universe
Benford's Law Stocks Indicator
784
Normal count compared to other filers, falling within the middle 50%. At this number count, it would take about 8 numbers to move any given column by a full percentage point.
58

Starting from a possible score of 100, we made the following score deductions:
 • We deducted point upon observing the 3's percentage was below the company's typical historical 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 point upon observing the 6's percentage was below the typical coverage universe 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 points (includes the impact of penalty multiplier) upon observing the 7's percentage was above the typical coverage universe range.
 • We deducted points (includes the impact of penalty multiplier) upon observing the 7's percentage was above the company's typical historical range.
 • The 9's percentage was higher than the 8's percentage, increasing the penalty multiplier.
 • This is the 3rd 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 9's percentage was above the typical coverage universe range.
Benford's Law Stocks Indicator
RNG
Low score compared to other filers, falling in the bottom quartile.
PLMIU
MC
AAPL
CSSE
AGM
OLP
RSI
BYFC
Check our work! We provide our RingCentral, 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 RNG 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 249 numbers that start with the digit 1. Here they are:
1
185,906
184,620
185,160
184,390
15,908
12,024
1,818,382
1,944,913
181,143
1,352,057
1,525,482
17,648
199,449
199,449
1,210,961
1,204,781
1,750,236
1,699,136
1,818,382
1,944,913
1,707,515
1,552,956
1,785,883
1,631,158
150,864
141,172
180,184
168,974
1,258,550
1,137,091
1,271,517
1,290,859
12,967
153,768
16,393
12,162
19,492
1,073
12,820
15,320
12,029
111,739
117,997
1.24
117,997
10,153
1,031
1,953
112,460
1,204,781
1,699,136
1,765
1,210,366
1,727,630
1,941
14,753
14,753
1,219,172
1,742,383
1,433
1,209
1,209
1,031
1,031
1,210,961
1,750,236
10
1,059,880
1,533,896
1,108
1,641
1,641
1,265
1,760
1,760
10
1,123,351
1,588,295
1,978
12,429
12,429
1
100,505
100,506
1,824
1,824
1,143,124
1,609,777
1,551
105,911
105,911
1,953
1,953
1,170,672
1,651,893
117,997
167,557
174,723
1,646
120,685
100,618
15,329
15,272
11,762
103,773
15,592
17,473
18,709
15,309
13,796
15,993
18,617
17,515
14,709
10,000
10,954
15,000
10,345
1,673
1,436
1,187
162,368
10,166
13,519
11
10
10
10
100
100
100
100
10
12.8
11.9
113,733
113,181
108,462
1.1
105,343
15,431
12,472
1,492
10,004
14,365
14,369
185,160
184,390
103.1
112.9
133,202
110,735
18,708
16,707
128,340
141,592
120.7
100.6
113,181
113,181
124
124
108,462
108,462
156.9
161,326
161,326
1,545,391
1,560,391
12,191
14,909
181,143
1,352,057
1,525,482
161.1
1.25
161,326
181,326
161,326
1,545,391
1.0
1.75
1.0
161.1
125.3
153.6
11.8
10.5
1.5
14,839
10,869
14,155
1,098
1,067
15,937
11,936
17,620
1
1.5
18,708
16,707
15,950
17,522
17,172
12,467
1,164
1.5
115
118
115
19,702
101,740
114,455
102,586
111,682
1,030
1,063
10,875
14,914
15,211
111,682
14,073,905
10,047
1,859
1,027,585
1.9
117,997
1.24
10,493
12,598
10,083
11,236
13,341
10,826
10,063
10.6
1,320
1,056
1,794
1,124
1,049
1,520
1,838
10,626
12,925
10,626
11,755
111,879
We found 127 numbers that start with the digit 2. Here they are:
212,652
222,195
290,234
287,820
20,000
260,999
233,619
29,830
28,178
2,164,283
2,248,033
25,795
27,134
29,320
27,802
244,422
250,965
276,976
270,767
207,902
244,472
20,441
2,285
2,930
2,139
2,020
2,020
255
2,364
28,494
28,494
2,534
2,645
2,160
21,482
21,482
2,489
258,607
24,461
285,818
26,291
2,540
244,996
249,568
273,067
222,195
269,984
212,652
2,997
25.1
213.2
2.6
212,652
222,195
280,544
2,059
22,755
253,757
238,802
255,649
21.1
21.0
290
24,731
27,194
26,506
21,834
263,040
290,234
28.5
22.1
290,234
287,820
2.0
28.5
20,000
225.0
20.0
20,000
20,000
20,000
20,000
200.0
225.0
2.0
27.3
252.7
241.3
2
26.3
25.3
2.0
29,830
28,178
2,649
2,489
2,649
2,489
242,271
249,409
243,080
250,573
242.8
245.0
2,361
2,364
2,463
2,534
2,649
2,645
23,138
27,134
24,265
21,784
258,607
2,540
238,960
293,578
258,607
296,597
200
21.8
2.3
2,829
2,028
2,856
2,062
We found 77 numbers that start with the digit 3. Here they are:
395,805
364,438
347,683
395,724
393,767
34,786
325,632
389,190
3,291
35,848
3,780
3,588
3,398
3,110
3,110
3,320
3,071
3,071
3,244
314,533
3,112
3,465
36,219
39,641
31,664
350,394
38,241
3,085
38.5
33.7
305,893
395,805
364,438
39,798
32,440
301,620
394,586
333,394
389,095
393,767
33.5
38.2
33,384
33,205
325,632
35.5
3,505
3,505
375.0
375,000
390,000
350.0
310,000
375,000
392.9
350.0
350.0
3.0
372.5
360.43
31.1
3,112
3,465
3.79
3
375.0
344
34,951
37,694
314,533
314,533
325,153
36.19
314.9
313,067
3.8
3,191
4's 5's 6's
We found 90 numbers that start with the digit 4. Here they are:
45,100
42,989
442,621
413,664
494,067
428,581
425,290
443,365
48,668
42,029
45,896
48,815
4,176
42,116
45
42,116
40,163
48,961
482,787
42,585
42,585
471,955
428
471,841
42,116
42,116
484,456
42,891
4,852
4,879
40,858
4,308
4,738
432,352
4,883
4,172
48
43,464
4,672
436,982
458,816
48,899
43,796
41.6
4.2
427.9
400,000
400,000
400.0
400,000
400,000
400.0
400.0
400.0
424.03
400.0
460.7
40.9
424.03
41.8
44,515
47,627
4.5
4.2
45,100
42,989
48,538
44,885
405
4.1
44
48
44
40,193
4,733
4,850
41.50
43.41
4.3
4.2
4.7
4.6
42,116
45
4.8
4,281
4,639
4,846
4,444
4,372
We found 58 numbers that start with the digit 5. Here they are:
53,295
545,350
502,569
582,970
531,030
558,164
527,333
54,175
51,100
55
51,100
5,069
5,541
5,537
502,569
5,113
522,368
5,053
528,255
545,350
54,399
54,399
5,197
51,100
5,200
5,333
580,960
5,000
51,798
52,921
55,014
52
579,746
517,784
51,925
515,230
539,961
50.6
5,147
58,668
5,566
5,566
559.6
5,000
5,000
50
500
5
556.10
5.6
5,000
57,999
5,744
52.47
53.93
51,100
55
5,093
We found 32 numbers that start with the digit 6. Here they are:
64,612
67,370
632,546
61,827
6,084
608,765
64,170
61,521
6,258
60
60
6,084
64,612
64.5
61.8
67,370
63,009
60,528
6,017
6,017
609,065
609,065
609,065
629,065
609,065
650.0
606.6
6,781,827
6,039
6.3
6
695
7's 8's 9's
We found 62 numbers that start with the digit 7. Here they are:
77,396
75,322
764,748
78,368
78,202
795,422
7,853
7,853
7,972
7,972
7,896
7,896
78,854
78,854
79,764
79,764
76,589
76,589
7,853
7,853
74,776
74,776
7,021
75,292
75,292
7,251
70,465
7,124
786,311
7,972
7,461
7.4
77,396
7,662
75,322
778,270
7,766
7,461
7,461
7,461
7,461
7.7
710,000
750.0
75
7.0
7.7
74,948
75,292
7,473
7,969
7,473
7,969
7,222
70,358
75,730
7,853
743
743
743
743
713
We found 41 numbers that start with the digit 8. Here they are:
80,506,041
858,975
848,649
8,223
84,712
80,403
84,144
85,444
819,193
87,154
8,279
8,935
8,884
8,223
80,635
80,635
80,268
80,268
83,591
83,591
8,781
8,542
8,542
88,306
89
8,964
826,077
830,195
852,583
8
8.50
8.9
8.1
8.7
83,186
83,591
809
83,659
80,089
83,659
8
We found 48 numbers that start with the digit 9. Here they are:
9,924,538
9
9
91,892
94,593
92,590
95,213
9,122
93,467
9
93,123
9
92,530
9
91,318
9
95,385
97,303
97,303
95,598
99,307
99,307
94,684
9
93,746
9
99,238
9,383
9,543
9,291
91
94
90
90
90
90
99,471
96,366
91
9.2
9,530
99,744
9,377
91,892
94,593
92,590
95,213
9,320
While the above RNG 10Q Filed 11/8/2024 is interesting in isolation, we have found that it is also useful to take a look at older RingCentral, 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 11/8/2024 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical RNG 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

31.8
16.2
9.8
11.5
7.4
4.1
7.9
5.2
6.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 58
XBRL?   [ original filing ]
Total numbers found: 784

= Typical RNG range from 2/26/2020 to 11/8/2024
27.4
16.3
15.5
8.8
7.2
7.1
4.7
6.8
6.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 88
XBRL?   [ original filing ]
Total numbers found: 959

= Typical RNG range from 2/26/2020 to 11/8/2024
31.1
16.4
11.3
9.2
11.3
3.6
3.6
5.1
8.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 54
XBRL?   [ original filing ]
Total numbers found: 469

= Typical RNG range from 2/26/2020 to 11/8/2024
30.8
15.4
13.7
7.9
7.4
4.4
4.7
5.2
10.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 46
XBRL?   [ original filing ]
Total numbers found: 611

= Typical RNG range from 2/26/2020 to 11/8/2024
28.6
15.1
12.6
10.9
8.5
6.9
3.4
7.2
6.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 88
XBRL?   [ original filing ]
Total numbers found: 668

= Typical RNG range from 2/26/2020 to 11/8/2024
29.3
16.5
13.9
8.9
7.7
6.2
5.6
6.9
4.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL?   [ original filing ]
Total numbers found: 921

= Typical RNG range from 2/26/2020 to 11/8/2024
29.9
13.6
15.3
7.5
6.9
6.1
8.1
6.9
5.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 66
XBRL?   [ original filing ]
Total numbers found: 509

= Typical RNG range from 2/26/2020 to 11/8/2024
30.5
15.0
12.4
10.8
6.7
5.0
9.0
4.7
5.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 63
XBRL?   [ original filing ]
Total numbers found: 742

= Typical RNG range from 2/26/2020 to 11/8/2024
31.8
14.5
13.0
11.1
7.7
4.0
5.0
5.0
7.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 75
XBRL?   [ original filing ]
Total numbers found: 793

= Typical RNG range from 2/26/2020 to 11/8/2024
28.1
15.1
13.0
8.9
8.3
5.5
5.2
8.9
6.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 82
XBRL?   [ original filing ]
Total numbers found: 852

= Typical RNG range from 2/26/2020 to 11/8/2024
28.4
16.2
9.9
10.6
9.3
7.1
5.0
5.8
7.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 76
XBRL?   [ original filing ]
Total numbers found: 464

= Typical RNG range from 2/26/2020 to 11/8/2024
29.0
12.7
13.4
8.8
8.9
8.1
4.0
7.0
8.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 49
XBRL?   [ original filing ]
Total numbers found: 628

= Typical RNG range from 2/26/2020 to 11/8/2024
31.8
16.1
12.1
7.4
7.8
6.3
5.0
8.7
4.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL?   [ original filing ]
Total numbers found: 745

= Typical RNG range from 2/26/2020 to 11/8/2024
30.3
17.6
13.4
9.6
7.3
5.2
6.5
5.4
4.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL?   [ original filing ]
Total numbers found: 845

= Typical RNG range from 2/26/2020 to 11/8/2024
27.8
17.4
13.2
10.8
9.2
4.3
5.2
6.2
5.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL?   [ original filing ]
Total numbers found: 576

= Typical RNG range from 2/26/2020 to 11/8/2024
30.9
16.5
12.5
9.9
8.3
3.1
5.0
5.3
8.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 68
XBRL?   [ original filing ]
Total numbers found: 674

= Typical RNG range from 2/26/2020 to 11/8/2024
28.8
18.8
10.6
8.9
7.7
5.2
4.1
7.0
8.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 68
XBRL?   [ original filing ]
Total numbers found: 653

= Typical RNG range from 2/26/2020 to 11/8/2024
27.8
15.4
14.3
8.8
8.8
6.2
5.2
7.9
5.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL?   [ original filing ]
Total numbers found: 852

= Typical RNG range from 2/26/2020 to 11/8/2024
26.4
13.8
14.4
11.8
9.1
7.1
5.5
6.5
5.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 92
XBRL?   [ original filing ]
Total numbers found: 493

= Typical RNG range from 2/26/2020 to 11/8/2024
31.3
12.1
13.4
7.2
7.6
6.0
5.9
9.3
7.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 63
XBRL?   [ original filing ]
Total numbers found: 680

= Typical RNG range from 2/26/2020 to 11/8/2024
 

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