On this page of Benford's Law Stocks.com we present our study of Ranger Energy Services, Inc. — ticker symbol RNGR. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 5/6/2021 to 3/5/2026 for Ranger Energy Services, Inc. under CIK number 0001699039. 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 RNGR, 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 Ranger Energy Services, Inc. based on the past RNGR filings our system processed in the past.
Benford Chart for RNGR 10K Filed 3/5/2026
28.8
21.6
12.7
10.6
8.9
5.9
5.4
4.2
1.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing, RNGR stockholder letter ]
Total numbers found: 763
Recent share count: 23,550,288 (2's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
763
Normal-to-low count compared to other filers, above the bottom quartile. At this number count, it would take about 8 numbers to move any given column by a full percentage point.
Benford's Law Stocks Score for RNGR = 93
93

Starting from a possible score of 100, we made the following score deductions:
 • We deducted points upon observing the 2's percentage was above the typical coverage universe range.
 • We deducted points upon observing the 9'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.
RNGR's Score Vs. Typical Stock
Benford's Law Stocks Indicator
RNGR
Normal-to-high score compared to other filers, falling within the top of the middle 50%.
Other Stocks Ranking Near RNGR
Check our work! We provide our Ranger Energy Services, 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 RNGR 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 220 numbers that start with the digit 1. Here they are:
10.3
17.1
16.7
12.5
11.4
121.2
143.9
11.0
1.3
11.3
16.8
14.1
10.3
18.2
1
119.2
107.8
100,000,000
100,000,000
110.2
131.0
124.8
107.3
107.3
1.4
15.4
1.2
17.8
12.3
18.4
135,299
161,368
1,998,401
1,520,300
12.3
15.5
12.3
18.4
1.8
12.3
18.4
1.8
12.3
15.5
12.3
18.4
1.4
1.3
16.3
16.7
1.0
1.0
1.8
1.9
1.8
1
12.2
15.5
15.7
10.3
1
1.8
1.4
1.2
1.2
1
1.4
1.2
17.1
16.7
17.7
1.7
100
100
1,998,401
1
111.9
1,998,401
13.75
1
1.4
191.8
150.2
10.6
10.6
12.5
15.2
11.4
11.4
11.5
15.6
1.4
13.8
12.8
1.5
1.1
1.1
14.0
11.8
18.4
16.3
1.0
10.3
1.0
1.75
1.25
1
1.6
10.33
14,058
10.48
10.53
11.18
10.48
16.44
10,531
16.55
12,900
1
177,221
177,222
139,607
11.48
151,305
105,280
116,978
13.03
11.86
17.80
16.36
13.52
1,520,300
12.3
15.5
1
18
11
14
17
15
14
13
13
13
11
1
1
1
1
1
17.8
1.0
1
1
1
103.3
11.9
1.7
1.8
1.7
1.5
1.1
16.5
1.6
1
18.2
12.3
18.4
1
131.0
177.8
17.8
14.2
11.8
154.9
10.4
1.4
1.4
13.9
14.1
15.4
1.2
1.2
13.9
14.1
12.3
1.2
1.2
10.4
1.4
1.4
1.0
1
1
1.2
1
1.4
1.6
1.6
1.0
110.2
124.8
172.6
17.4
11.4
10.7
10.4
162.0
11.4
1.9
17.8
17.8
18.4
11.4
1.9
1
1.8
1
1
15.2
We found 165 numbers that start with the digit 2. Here they are:
244.2
23,550,288
280.9
224.3
25.3
27.2
25.4
28.2
23.5
28,435,316
23,563,288
26,130,574
22,252,946
269.9
273.8
276.9
267.1
29.6
27.8
2.2
28.6
2.6
2.4
2.6
26.0
22,358,120
22,518,726
22,675,249
22,852,632
26,130,574
25,756,017
28,435,316
26,130,574
2,357,328
23.1
28.4
269.9
266.2
2.0
27.5
269.9
273.8
271.8
2.0
27.5
273.8
2.2
2.6
2
2.1
2.4
2.7
2.6
2
26.1
2.5
27.3
27.3
2.0
23.5
28.2
25.2
2.0
2.0
27.5
2
2
2.8
2.3
26.1
2
23.3
27.5
2.3
2.3
26.1
26.2
26.7
2.0
2.2
247.4
216.0
24.5
21.4
256.8
229.0
280.9
224.3
2.0
2.2
2.7
25.4
28.2
2.2
2.3
2.3
2.1
2.8
2.0
2.25
284,468
273,937
2.7
211,548
211,549
22.05
243,680
243,682
2
22
25
22
29
2
21
26.0
21
21
2
2
2
29
23.2
2.7
29.1
2.5
23.5
22,358,120
22,518,726
22,675,249
22,852,632
25
277.7
24.1
2.2
24.1
2.2
23.7
25.0
2
2.3
23.9
20.7
24.8
285.4
22.2
2.2
2.2
27.5
28.6
2.6
2.6
2.6
2.6
22.2
2.9
26.4
25.6
2.2
2.2
2
2
26.6
21.7
26.8
We found 97 numbers that start with the digit 3. Here they are:
3.1
3
381.6
3.5
3.0
3
3
3,877,628
38.6
301.8
300.1
381.6
347.0
336.1
3.6
3
3
3
3
3,877,628
38.6
3,877,628
38.6
301.8
300.1
3.7
34.1
3.0
31.1
39.5
30.6
3
3
3.8
3.0
3.8
3.0
33.1
31.7
3.9
3
3
3.4
3.1
3.2
3.4
3.3
3.0
3.0
3.4
38,033
3.3
3
3.5
3.5
3.5
3.9
379,367
307,405
35,942
319,414
318,770
3.2
39,432
35.0
30
33
31
31
3
3.7
3
3
31
32.8
3
34.7
317,129
333,906
347.0
32.6
32.6
33.0
30.8
3.6
3.6
33.9
3.5
3.5
3.5
3
32.3
336.1
31.1
37.7
3
3.5
4's 5's 6's
We found 81 numbers that start with the digit 4. Here they are:
40.9
4.9
419.3
4
4,872,028
48.9
42.2
419.3
456.6
472.8
46.3
44.1
4
441,640
4,872,028
42.2
4.6
48.9
42.2
4.6
46.3
44.1
4
4
4
43.0
4.5
40.9
40.9
4
4.6
4.0
4.0
442.7
45.6
43.4
4.9
4.9
4.3
4
4,850,000
4.7
47,291
41,029
41,029
41,765
4,320,200
47.1
4.5
43
42
43
4
4.9
4
4
4
4
4
49.5
49.5
43.6
46.3
4
4
46.0
46.0
46.3
4
4
49.1
46.3
46.8
41.4
44.1
46.8
46.8
44.1
4
4.9
46.9
We found 68 numbers that start with the digit 5. Here they are:
5.7
5.6
50,000,000
50.9
546.9
571.1
531.5
542.5
5.5
55
54
535,925
50.9
5.6
5.5
5.6
5.5
5.8
5.4
5
52.5
5.7
5.5
5.0
55.1
527.1
5.8
5.6
5
5
5
5.7
5.7
5.8
5.0
57.4
5.9
5
50.0
50
5.5
56
5
5
5.4
5.5
5.5
5
5
5.5
51.6
5
52.6
55
54
5
5
546.9
53.6
5.5
5.5
5.5
5.5
571.1
53.2
5.8
5.8
5
We found 45 numbers that start with the digit 6. Here they are:
68.4
69.2
65.2
68.9
6.4
6.4
6.5
6.9
69.0
6.6
6
68.4
61.8
6.3
68.3
6.9
61.8
691.6
63.4
6.5
6.8
6.6
6.8
6.5
6.1
64.4
616,222
674,126
6,262
6
61
6.4
6.9
6
68.9
6.8
66.5
65.3
6.5
6.5
6
6.5
63.4
69.0
6
7's 8's 9's
We found 41 numbers that start with the digit 7. Here they are:
77.9
7.0
7
7
72.4
7.6
7.4
76.1
7
77.9
7.0
7.6
7.8
7.7
740.5
7
7
7
7.7
7.2
7.9
7
75.0
7
75
71,564
73,898
7
7.6
7
7.6
70.1
70.3
73.2
7.6
7.6
7.6
7.6
72.7
70.5
78.9
We found 32 numbers that start with the digit 8. Here they are:
8
8
8.7
82
81
84.5
8.9
8.6
85.4
88.6
88.6
8
8
8.1
8.4
8.4
8
8
85.0
8
8
8
8
8
82
81
8
8
8.6
8.5
8.5
8.6
We found 14 numbers that start with the digit 9. Here they are:
9.6
98.4
994,400
9.8
9.1
9.0
9
9.68
994,400
9
97.4
9.6
9.6
9
While the above RNGR 10K Filed 3/5/2026 is interesting in isolation, we have found that it is also useful to take a look at older Ranger Energy Services, 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 3/5/2026 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical RNGR 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

10K Filed 3/5/2026
28.8
21.6
12.7
10.6
8.9
5.9
5.4
4.2
1.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL? ✓  [ original filing ]
Total numbers found: 763

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 4/30/2025
29.4
19.1
10.6
5.7
10.2
8.1
6.0
8.5
2.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 60
XBRL? ✓  [ original filing ]
Total numbers found: 530

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 7/30/2024
29.6
23.8
11.9
6.1
7.5
8.5
5.2
4.0
3.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 82
XBRL? ✓  [ original filing ]
Total numbers found: 655

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 10/31/2023
30.2
20.8
13.8
6.0
6.9
5.1
7.5
6.0
3.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 83
XBRL? ✓  [ original filing ]
Total numbers found: 665

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10K Filed 3/13/2023
32.2
16.0
15.3
6.6
6.7
7.9
6.7
5.1
3.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 84
XBRL? ✓  [ original filing ]
Total numbers found: 726

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 4/29/2022
29.0
15.0
11.5
8.7
10.0
7.8
7.0
7.0
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL? ✓  [ original filing ]
Total numbers found: 541

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 7/30/2021
35.2
11.3
11.7
8.6
7.7
6.0
6.6
6.6
6.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 75
XBRL? ✓  [ original filing ]
Total numbers found: 755

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 11/10/2025
30.8
18.2
13.0
12.0
8.3
5.0
4.2
5.5
3.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 89
XBRL? ✓  [ original filing ]
Total numbers found: 877

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10K Filed 3/4/2025
29.4
23.2
11.7
9.7
7.3
5.3
6.5
4.5
2.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 92
XBRL? ✓  [ original filing ]
Total numbers found: 712

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 5/7/2024
31.7
19.8
10.0
4.6
7.2
9.6
5.9
7.8
3.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 51
XBRL? ✓  [ original filing ]
Total numbers found: 460

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 8/8/2023
28.4
22.2
11.5
7.1
7.3
9.7
5.7
4.5
3.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 74
XBRL? ✓  [ original filing ]
Total numbers found: 662

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 10/31/2022
32.9
18.8
12.3
6.9
7.4
6.5
6.6
5.2
3.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 92
XBRL? ✓  [ original filing ]
Total numbers found: 828

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10K Filed 3/30/2022
33.7
16.2
14.9
5.8
7.7
6.5
5.9
7.1
2.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 77
XBRL? ✓  [ original filing ]
Total numbers found: 765

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 5/6/2021
30.6
14.2
10.7
8.1
8.7
6.7
6.9
10.1
4.0
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 43
XBRL? ✓  [ original filing ]
Total numbers found: 506

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 7/29/2025
29.1
23.3
13.0
8.2
6.7
6.2
6.9
3.7
2.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL? ✓  [ original filing ]
Total numbers found: 866

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 10/28/2024
30.3
21.7
13.6
6.2
7.4
4.6
6.2
6.4
3.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 75
XBRL? ✓  [ original filing ]
Total numbers found: 674

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10K Filed 3/5/2024
31.1
19.4
13.3
7.5
7.1
6.3
7.6
3.2
4.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 80
XBRL? ✓  [ original filing ]
Total numbers found: 617

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 5/5/2023
31.7
15.8
12.1
6.7
9.3
7.6
7.6
5.9
3.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 94
XBRL? ✓  [ original filing ]
Total numbers found: 461

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 8/3/2022
32.4
17.6
9.4
6.9
8.7
8.0
7.5
4.6
4.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 82
XBRL? ✓  [ original filing ]
Total numbers found: 784

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
10Q Filed 11/5/2021
32.9
16.6
13.2
4.8
9.0
6.3
5.2
7.9
4.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 74
XBRL? ✓  [ original filing ]
Total numbers found: 796

■ = Typical RNGR range from 5/6/2021 to 3/5/2026
EACO 10Q Filed 4/10/2026:
66
ALTS 10K Filed 4/10/2026:
80
GDC 10Q Filed 4/10/2026:
52
SCLX 10K Filed 4/10/2026:
100
CHPGU 10K Filed 4/10/2026:
61
SLP 10Q Filed 4/10/2026:
78
QNCX 10K Filed 4/10/2026:
79
SOBR 10K Filed 4/10/2026:
49
ASPI 10K Filed 4/10/2026:
100
FGI 10K Filed 4/10/2026:
96
PLCE 10K Filed 4/10/2026:
90
CMLS 10K Filed 4/10/2026:
97
KBH 10Q Filed 4/9/2026:
94
WDFC 10Q Filed 4/9/2026:
96
WS 10Q Filed 4/9/2026:
95
NEOG 10Q Filed 4/9/2026:
96
BB 10K Filed 4/9/2026:
84
IXAQU 10K Filed 4/9/2026:
86
TLYS 10K Filed 4/9/2026:
95
BEEM 10K Filed 4/9/2026:
87
RELL 10Q Filed 4/9/2026:
64
WOR 10Q Filed 4/9/2026:
55
LEN 10Q Filed 4/9/2026:
88
SMPL 10Q Filed 4/9/2026:
90
BYRN 10Q Filed 4/9/2026:
52
NTIC 10Q Filed 4/9/2026:
67
RGP 10Q Filed 4/8/2026:
97
BYND 10K Filed 4/8/2026:
97
ALCYU 10K Filed 4/8/2026:
53
FC 10Q Filed 4/8/2026:
89
APLD 10Q Filed 4/8/2026:
84
DAL 10Q Filed 4/8/2026:
95
AEHR 10Q Filed 4/8/2026:
82
PSMT 10Q Filed 4/8/2026:
100
PCYO 10Q Filed 4/8/2026:
87
GAME 10K Filed 4/8/2026:
91
PPSI 10K Filed 4/8/2026:
82
HSPTU 10K Filed 4/8/2026:
66
BBGI 10K Filed 4/8/2026:
94
VIRC 10K Filed 4/8/2026:
84
 

Benford's Law RNGR Stock (Ranger Energy Services, Inc.) | www.Benford'sLawStocks.com
Copyright © 2023 - 2026, All Rights Reserved

Nothing in BenfordsLawStocks.com is intended to be investment advice, nor does it represent the opinion of, counsel from, or recommendations by BNK Invest Inc. or any of its affiliates, subsidiaries or partners. None of the information contained herein constitutes a recommendation that any particular security, portfolio, transaction, or investment strategy is suitable for any specific person. All viewers agree that under no circumstances will BNK Invest, Inc,. its subsidiaries, partners, officers, employees, affiliates, or agents be held liable for any loss or damage caused by your reliance on information obtained. By visiting, using or viewing this site, you agree to the following Full Disclaimer & Terms of Use and Privacy Policy.