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 5/7/2021 to 2/26/2026 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.
30.4
16.2
12.4
8.8
9.5
7.7
3.8
5.3
5.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL?   [ original filing, RNG stockholder letter ]
Total numbers found: 1,047
Recent share count: 75,820,797 (7's column)

= Typical range across full coverage universe
Benford's Law Stocks Indicator
1047
Normal count compared to other filers, falling within the middle 50%. At this number count, it would take about 10 numbers to move any given column by a full percentage point.
75

Starting from a possible score of 100, we made the following score deductions:
 • The 5's percentage was higher than the 4's percentage, increasing the penalty multiplier.
 • We deducted point (includes the impact of penalty multiplier) upon observing the 5's percentage was above the company's typical historical range.
 • We deducted point upon observing the 6's percentage was above the typical coverage universe range.
 • We deducted point upon observing the 6'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.
 • 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
Normal-to-low score compared to other filers, falling within the bottom of the middle 50%.
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 318 numbers that start with the digit 1. Here they are:
1
1
132,564
167,304
182,615
186,570
180,650
135,410
13,166
14,928
1,481,455
1,779,873
181,252
1,218,648
1,347,881
14,372
1,870,125
199,449
199,449
1,000,000
1
1
1,123,447
1,215,377
1,714,033
1,757,424
1,481,455
1,779,873
103,203
102,100
107,043
112,213
107,241
1,791,909
1,694,888
1,538,138
1,095,947
1,096,448
1,068,050
1,671,358
1,692,218
1,736,949
120,551
198,811
15,100
156,845
12,846
11,063
165,240
1.74
1.74
165,240
16,603
11,339
164,682
10
1,059,880
1,533,896
1,693
1
165,240
165,240
1,204,781
1,699,136
1
10,728
10,729
1
1,215,377
1,757,424
11,798
11,339
11,339
1,123,447
1,714,033
165,240
1,506
11,440
163,550
162,552
138,134
17,470
1,729
1,486
13,815
111,563
130,730
156,734
18,963
19,811
14,492
10,462
19,592
17,681
18,856
14,709
107,968
109,359
14,718
16,693
16,687
12,563
161,326
10,000
10,345
1,016
110,247
132,564
16,629
12,435
17,752
10,940
15,131
17,470
14,510
18,091
12,472
15,131
12,472
138.2
135.2
11
10
10
100
100
100
10
127,140
128,308
114,503
132,564
100,578
18,091
15,131
1,243
18,343
10,041
12,367
186,570
180,650
12,273
109,495
135,410
135.4
136.5
151.1
114,632
135,410
130,341
123,849
163.6
162.6
138.1
11.4
1,285
1,285
1,136
1,136
114,503
114,503
11.5
161,326
1,261,315
1,540,391
11,258
181,252
1,347,881
161.3
15.5
1.25
15,500
15,500
15,500
15,500
15,500
15,500
15,500
1,261,315
162.5
125
1.0
1.0
1.375
1.375
17.4
12.1
1.0
161.3
17,954
17,748
15,152
14,054
148,750
1.1
1.1
100
12.3
17.8
16.8
14,372
138,234
100,000,000
100,000,000
1,000,000,000
10
10
100,000
14,229
137,164
11,798
10,066
1,799
1,040
1,357
11,798
10,066
11,798
10,066
118
118
11,798
1,000
199.4
18,447
113,959
134,659
151,221
145,013
14,229,173
12.53
12.53
15
1
1,250,000
10.59
119.55
180,577
13,666
10,047
1,443
181,227
147.4
18.9
1,465,154
1,395,903
14,948
190,912
156,845
1,792
10,680
14,698
12,846
11,063
11,810
1.26
1.24
1.33
1,071
1.90
190
14
1,393
1.22
1.32
12,846
1,415
11,574
10,956
1,674
18,823
11,063
1,361
12,435
1,357
1,853
1,497
1,130
148,870
138
139
111,750
11,847
15,141
128,220
151,237
104,236
1.3
1.0
1,305
165,240
1.74
1.74
10,603
10,742
18.1
12.6
1,334
18,117
12,635
12,635
14,209
1,617
18,117
15,560
1,340
1,902,330
1,836,057
1,740,621
120,551
198,811
1
15,100
156,845
12,846
11,063
165,240
12.5
We found 170 numbers that start with the digit 2. Here they are:
2.3
242,811
252,504
258,526
27,677
21,866
297,633
283,799
269,122
261,882
29,733
2,131,343
200
200
250,000
2,458
2,426,879
2,297,192
2,100,329
2,515,142
2,400,395
2,202,429
258,418
266,447
2,670
2,512
255
2,155
2,155
241,100
241,100
2,458
222,603
222,609
233,940
269,658
24,800
20,723
20,469
29,793
21,213
23,796
20,838
24,994
23,513
20,754
26,291
2,540
20,000
2,220
20,616
242,811
222,195
269,984
242,811
222,195
2,000
29.2
2.6
242,811
274,700
252,961
2,533
25,915
25,833
25,479
233,047
258,526
28.5
22.1
29.8
2,711
21,293
20,445
297,633
283,799
2,133
2,133
2,367
2,367
28.5
240,250
200.0
200.0
225.0
2.375
29,285
29,750
29,750
29,750
29,750
29,750
222,919
2
25.2
20.8
2.4
2.0
26.3
25.3
2.0
21,293
20,445
29,733
28,891
25,167
23,315
29,727
27,727
22,737
2,133
26,070
21,876
24,966
29,933
200,000
200,000
250,000,000
248.8
200,000
200
269.22
200,000
269,658
27,234
20,624
27,035
237,162
269,658
22
22
2.7
2.5
2,828
2,462
290,799
29.22
250.4
200
22.5
248
2,930
2,166
2,166
21.00
2,203
2.48
29,808
24,172
245
293
22.85
2,143
2,624
201,814
2,070
26,412
2
2,201
20,368
2,834
2,515,142
2,400,395
2,202,429
269,658
222,603
222,609
233,940
2,670
2.7
We found 130 numbers that start with the digit 3. Here they are:
384,100
386,252
30,855
325,198
316,993
329,323
335,851
333,048
35,997
3,070
316,321
316,322
398,582
398,582
317,963
317,964
309,859
309,859
335,185
335,185
339,059
30,481
37,433
399,662
30,104
334,446
322,356
311,088
3,567
351,081
358,018
3,714
3,000
3,221
3,091
3,953
3,629
3,961
303,256
300,805
384,100
386,252
39,858
37,119
377,785
314,944
34,745
37,102
36,391
3,000
3,000
302.3
371.7
350,000
302,250
370,000
305.0
310.0
350,000
302,250
350,000
344.9
350.0
310.0
310.0
300.0
305.0
325.0
305.0
30
35
375
300.2
33,851
39,011
3.79
3
350.0
300.0
3.6
30,855
35,665
34,289
37,798
35,665
333,386
316,923
314,964
335,185
317,963
316,321
30,322
36,484
339,059
312,097
392,070
339,059
3,000
32.16
325,153
36.34
39.76
36.64
34.30
3.9
34,067
3,635
3,635
34
3.92
32,937
34,227
3,035
35,278
382,887
36,802
35,837
36.5
30.3
30,193
31,976
3,088
30,739
30,193
31,976
3,215
3,483
3,191
339,059
35,997
4's 5's 6's
We found 92 numbers that start with the digit 4. Here they are:
46,463
4,930
4,035
49,895
41,966
47,225
43,391
48
48
43,391
4,879
482,787
43,391
43,391
43,391
426,679
4,627
4,272
4,566
4,988
4,100
483,276
4,851
4,257
47,789
45
46.4
44.8
43,142
484,946
408,587
47,415
400,000
400.0
4.7
400.0
400.0
424.03
4,627
4,272
4,566
47,704
47,498
44,902
43,804
4.1
4
46,463
4,560
4,412
4,652
40,033
4,646
400.0
426,679
426,679
4,535,897
46
4.02
4.89
40.28
42.09
41,289
41,685
47,225
4,516
4,516
493
42.98
44
4,676
4,756
407,235
416
4,247
4,216
400
462
418
43,391
48
48
4,179
4,793
4,457
426,679
4.8
4,035
49,895
41,966
47,225
43,391
We found 99 numbers that start with the digit 5. Here they are:
59,444
588,119
550,919
593,294
557,050
56,237
58,288
58,288
5,537
5,264
558
54,730
58,946
55,015
55,015
558
558
502,569
58,288
58,288
550,919
588,119
58,288
53,400
57,819
57,110
55,534
52,227
5,965
53,903
5,777
54,021
59,045
55,014
59.3
55
51.9
5,424
59,444
589,237
51,312
546,747
572,580
50.6
537
54,715
54,182
55,699
5,424
5,424
590,250
50.0
53.9
50.0
50
5
5.7
52,857
59,138
57,484
50
50.0
5
50,178
5,398
511
50
500.0
5,262
5
509
50
5.36
5,100
5,891
57.29
52.47
53.15
5,519
56,237
5,919
5,916
5,849
5,972
502
53.00
52
548
578
5,668
5,926
56.2
5,982
58,288
5.5
5,662
5,885
56,237
58,288
We found 81 numbers that start with the digit 6. Here they are:
624,216
629,580
616,190
664,291
60,279
64,995
64,314
63
63
658
6,337
6,714
658
658
6,279
6,852
6,746
617,427
67,750
633
623,420
6,008
6,852
62.8
671,516
60,660
674,635
602.1
609,065
609,065
624,216
629,580
650.0
608.7
609,065
624,565
609,065
650.0
650.0
650.0
608.7
63,410
6.3
6.6
63,111
67
6,855
6,275
61,705
6,338
6,200,000
6,200,000
6,854,792
67
61.12
6,947
6,226
6,107
6,275
631
631
697
687
6,650
6,318
67
607,853
644,379
6,948
69.6
608
63
63
6,910
6,910
6.0
6.2
6,277
60,279
64,995
64,314
7's 8's 9's
We found 40 numbers that start with the digit 7. Here they are:
74,268,033
765,158
748,799
7,525
75,394
723,233
705,507
77,963
7,625
7,625
7,972
7,972
785,749
7,517
7,972
7,461
7.4
784,130
779,794
709,380
7.7
7,519
74,169
76,971
75,547
7,574
7,764
710
747
78
745
74,496
73,352
736,073
795,616
7.0
743
743
743
77,963
We found 55 numbers that start with the digit 8. Here they are:
81,190
871,122
82,986
80,913
8
8
8,881
88,263
8,395
89,481
8,781
8,223
8,881
85,199
8,667
8,428
820,960
8,667
89
8.4
81,190
8,990
8,965
87.2
86.1
82.9
82,986
844,790
831,106
8,015
8.5
8.5
8.9
8.3
831
8,229
84,148
85
85
8.16
8,306
88,910
8,395
8.03
88
89
8,395
851
85,101
89,481
876
8,758
8,395
8.0
87
We found 62 numbers that start with the digit 9. Here they are:
9,804,538
97,792
9,805
9,805
92,110
94,912
91,214
92,110
94,912
95,385
9,948
93,467
9
9,718
90,718
9
9
9,101
90,449
9,062
9,147
9,581
93.8
96.0
97.0
90
90
93
94
90
98,935
929
97,792
9,515
911
911
91
9,261
9,578
9,805
9,600
9,600
9,600
9,718
9,948
93,961
97,107
907,179
9.38
9,917
983
91,943
92,110
94,912
990
91,214
92,110
94,912
9,860
9,999
9.0
90
While the above RNG 10K Filed 2/26/2026 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 10K Filed 2/26/2026 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical RNG 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

30.4
16.2
12.4
8.8
9.5
7.7
3.8
5.3
5.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 75
XBRL?   [ original filing ]
Total numbers found: 1,047

= Typical RNG range from 5/7/2021 to 2/26/2026
30.8
16.8
11.2
7.6
10.3
5.9
5.9
6.8
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL?   [ original filing ]
Total numbers found: 555

= Typical RNG range from 5/7/2021 to 2/26/2026
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: 62
XBRL?   [ original filing ]
Total numbers found: 742

= Typical RNG range from 5/7/2021 to 2/26/2026
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: 76
XBRL?   [ original filing ]
Total numbers found: 793

= Typical RNG range from 5/7/2021 to 2/26/2026
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: 80
XBRL?   [ original filing ]
Total numbers found: 852

= Typical RNG range from 5/7/2021 to 2/26/2026
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 5/7/2021 to 2/26/2026
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: 50
XBRL?   [ original filing ]
Total numbers found: 628

= Typical RNG range from 5/7/2021 to 2/26/2026
31.9
14.7
10.5
9.3
8.1
6.4
6.4
6.6
6.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL?   [ original filing ]
Total numbers found: 839

= Typical RNG range from 5/7/2021 to 2/26/2026
26.4
18.1
13.3
9.0
8.8
6.5
4.1
6.9
7.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 84
XBRL?   [ original filing ]
Total numbers found: 1,016

= Typical RNG range from 5/7/2021 to 2/26/2026
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 5/7/2021 to 2/26/2026
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 5/7/2021 to 2/26/2026
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: 69
XBRL?   [ original filing ]
Total numbers found: 653

= Typical RNG range from 5/7/2021 to 2/26/2026
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: 88
XBRL?   [ original filing ]
Total numbers found: 852

= Typical RNG range from 5/7/2021 to 2/26/2026
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: 91
XBRL?   [ original filing ]
Total numbers found: 493

= Typical RNG range from 5/7/2021 to 2/26/2026
31.1
14.2
12.6
8.5
8.5
5.8
6.3
6.5
6.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 92
XBRL?   [ original filing ]
Total numbers found: 775

= Typical RNG range from 5/7/2021 to 2/26/2026
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: 57
XBRL?   [ original filing ]
Total numbers found: 784

= Typical RNG range from 5/7/2021 to 2/26/2026
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: 89
XBRL?   [ original filing ]
Total numbers found: 959

= Typical RNG range from 5/7/2021 to 2/26/2026
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: 55
XBRL?   [ original filing ]
Total numbers found: 469

= Typical RNG range from 5/7/2021 to 2/26/2026
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 5/7/2021 to 2/26/2026
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 5/7/2021 to 2/26/2026
 

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