On this page of Benford's Law Stocks.com we present our study of Schrodinger, Inc. — ticker symbol SDGR. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 8/10/2020 to 5/7/2025 for Schrodinger, Inc. under CIK number 0001490978. 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 SDGR, 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 Schrodinger, Inc. based on the past SDGR filings our system processed in the past.
Benford Chart for SDGR 10Q Filed 5/7/2025
28.2
14.9
10.2
12.9
11.4
6.9
4.4
3.9
7.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing, SDGR stockholder letter ]
Total numbers found: 518
Recent share count: 63,874,200 (6's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
518
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 SDGR = 68
68

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 points upon observing the 5's percentage was above the typical coverage universe range.
 • We deducted points upon observing the 5'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 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 9's percentage was above the typical coverage universe range.
SDGR's Score Vs. Typical Stock
Benford's Law Stocks Indicator
SDGR
Normal-to-low score compared to other filers, falling within the bottom of the middle 50%.
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Check our work! We provide our Schrodinger, 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 SDGR 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 146 numbers that start with the digit 1. Here they are:
147,326
11,764
15,331
174,301
120
100
19,641
12,562
12,205
109,661
111,883
11,861
10,666
105,458
111,944
16,755
16,755
10,272
165,472
191,747
104,496
108,814
101,074
155
146
10,000,000
100,000,000
10,735
13,522
14,905
17,708
18,890
10,367
10,171
13,095
13,165
130
130
130
1
11,574
11,574
170,964
12,218
12,218
13,095
1,589
1,436
11,574
12,218
1,344
12,214
10,804
1,669
1,967
1,383
144,063
14
14
155
175,104
162,657
161,066
134,874
139
180
13
10
17
16
16.0
17,619
10,872
1,881
10,236
10,735
1.5
150.0
1.38
111.0
116.7
150.0
16,564
12,709
14,393
174,301
174,301
174,301
162,657
162,657
198,859
13,333
17,241
16,068
14,966
14,522
173,639
116,330
16,877
100,000,000
10,000,000
1,403
1,135
11,574
12,218
1,294,694
1,114,970
161,964
173,438
150
115,625
100
180,000
150
120,000
100
150
100
14,850
14,850
12,150
14,850
100
110
13.32
15.10
11,080
12,770
15,251,426
13,974,483
1,700
1,416,450
148,210
15.00
13,095
109
105
1,021
10,735
13,522
14,905
17,708
18,890
10,367
10,171
13,095
We found 77 numbers that start with the digit 2. Here they are:
204,798
210
210
20,347
235,692
25,973
22,937
24,196
21,494
220
28,427
25,802
25,541
28
220
281
2
2
282,963
2,683
215,345
2,657
2,222
2,152
2,559
20,616
228
27,556
26,192
25
282
2,848
23
24
22
23
21
2.1
25,423
2,725
2,000
2,692
257.0
225.0
2.272
24,645
23,380
23,107
23,107
204,798
204,798
204,798
28
250,000
241,132
25
21.25
25.28
20,898
27,000
27,000
21.24
26.08
25
2,436
2,000
275,000
2,859
23,107
28,427
25,439
25,802
25,541
28
29,663
23,297
23,083
We found 53 numbers that start with the digit 3. Here they are:
325,997
30,113
369,528
373,504
33,415
3,183
36,598
31,124
353
373,504
338,418
353
353
390
390
3
393,142
39,276
37,126
30,632
392
337,761
33
38.9
3,844
33,415
3,844
33,415
350
3,183
32.0
36,284
337,761
337,761
360,868
36,202
36,202
323,085
3,507
30,150
36,000
36,000
390
3.99
3,000
36,202
3,844
33,415
3,183
36,598
35,294
31,124
36,598
4's 5's 6's
We found 67 numbers that start with the digit 4. Here they are:
43,208
4,791
4,791
4,586
4,155
42,110
401,781
421,445
48,816
45,844
4,204
456
421,445
48,198
422
423
420,395
4
4
41,623
46,153
4,095
46,300
423
409
43.0
48.7
42.6
4,640
44,972
48,816
487
450
499
491
482.0
44,868
41,719
403,657
4,508
4,490
4,186
4,099
456
4,366
4,128,836
4,066
405,545
4,406
41,795
45,000
48,198
41,623
423
4.22
44,188
47,588
4,498
494,035
499
490
4,826
48,816
4,170
45,844
4,204
456
We found 59 numbers that start with the digit 5. Here they are:
570,944
500,000,000
585,349
525,541
59,551
50,611
50,889
5,028
59,780
54,268
59,808
54,724
59,808
54,724
59,938
55,077
525,541
59,808
59,808
585,349
548,558
54,724
54,724
513,706
59,808
54,724
596
58,784
5,079
501
5,895
55.0
55.0
55.0
5.3
5.9
5.7
50
535,169
57,309
500,000,000
5,744
55,942
57,813
50
50
50
59,808
54,724
5,277
529
5
59,551
50,611
5,028
59,808
54,724
5,501
59,551
We found 36 numbers that start with the digit 6. Here they are:
64,212,693
634,993
64,179,002
63,710,409
642
637
67,433
63,710,409
637
64,179,002
642
62,977,316
630
63,472,866
635
6,332
68
6,000
6,796
6
60,590
62,682
6,391,224
6,043
60,000
62,693
65,525
69
65
637
631,377
600
6,000
6,549
6,074
604
7's 8's 9's
We found 23 numbers that start with the digit 7. Here they are:
743,032
743,032
7,976
76
73,057,916
72,291,134
7,612
7,615
72
788
7,150
7,761
7,782
7,176
75,660
723
73,057,916
72,291,134
76
7
7,976
7,196
731
We found 20 numbers that start with the digit 8. Here they are:
823,226
823,226
82,013
86,323
8,137
8,891
82
885,973
8,137
861
8,005
8.7
8,484
892.0
8,691
8,868
87,271
82
8,606
8,137
We found 37 numbers that start with the digit 9. Here they are:
9,164,193
9,904
99,405
9,164,193
92
92
958,029
946,037
90
9,732
9,164,193
92
946,037
9,164,193
92
958,029
90
9,164,193
92
9,164,193
92
906,193
949
91,787
94,421
97,509
99,453
920
974
9,212
90,000
90,000
9,000
9,000
90,000
9
9,732
While the above SDGR 10Q Filed 5/7/2025 is interesting in isolation, we have found that it is also useful to take a look at older Schrodinger, 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 5/7/2025 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical SDGR 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

10Q Filed 5/7/2025
28.2
14.9
10.2
12.9
11.4
6.9
4.4
3.9
7.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 68
XBRL? ✓  [ original filing ]
Total numbers found: 518

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 7/31/2024
29.1
14.0
8.9
10.8
10.0
8.0
6.6
5.4
7.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 74
XBRL? ✓  [ original filing ]
Total numbers found: 742

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 11/1/2023
30.1
17.4
11.6
6.5
6.6
9.7
6.1
4.7
7.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 69
XBRL? ✓  [ original filing ]
Total numbers found: 782

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10K Filed 2/28/2023
33.7
18.0
11.0
8.9
6.0
7.2
6.3
3.4
5.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 95
XBRL? ✓  [ original filing ]
Total numbers found: 870

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 5/4/2022
25.0
17.9
13.4
10.6
9.1
7.7
7.5
2.2
6.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 83
XBRL? ✓  [ original filing ]
Total numbers found: 492

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 8/12/2021
28.7
16.4
12.1
14.2
8.3
6.9
6.7
3.1
3.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 76
XBRL? ✓  [ original filing ]
Total numbers found: 720

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 11/12/2020
31.8
15.7
14.0
11.5
9.2
6.9
4.4
2.7
3.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL? ❌  [ original filing ]
Total numbers found: 1,486

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10K Filed 2/26/2025
32.2
19.8
10.6
9.3
7.6
7.2
4.1
4.1
5.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL? ✓  [ original filing ]
Total numbers found: 859

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 5/1/2024
29.4
15.5
12.6
7.6
9.0
7.4
6.7
5.7
6.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL? ✓  [ original filing ]
Total numbers found: 524

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 8/2/2023
27.7
18.5
9.6
10.1
7.7
9.1
6.7
5.2
5.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 87
XBRL? ✓  [ original filing ]
Total numbers found: 736

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 11/3/2022
30.0
14.6
14.0
7.4
7.2
9.6
7.2
3.6
6.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 82
XBRL? ✓  [ original filing ]
Total numbers found: 769

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10K Filed 2/24/2022
28.8
18.4
10.0
10.6
7.7
7.0
7.4
3.4
6.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 67
XBRL? ✓  [ original filing ]
Total numbers found: 847

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 5/11/2021
29.7
17.1
12.0
10.8
10.2
8.2
4.8
3.5
3.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL? ❌  [ original filing ]
Total numbers found: 1,071

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 8/10/2020
31.6
15.7
12.1
11.6
10.2
6.7
4.8
3.0
4.2
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL? ❌  [ original filing ]
Total numbers found: 1,417

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 11/12/2024
28.3
14.9
11.4
8.4
9.4
8.9
6.9
4.8
7.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 77
XBRL? ✓  [ original filing ]
Total numbers found: 778

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10K Filed 2/28/2024
34.0
17.8
9.4
9.0
7.2
6.8
6.2
3.8
5.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 92
XBRL? ✓  [ original filing ]
Total numbers found: 873

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 5/4/2023
28.2
19.3
14.0
7.2
6.8
7.8
4.2
5.3
7.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 71
XBRL? ✓  [ original filing ]
Total numbers found: 529

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 8/4/2022
29.6
15.7
12.9
10.0
8.3
7.5
6.9
4.8
4.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 99
XBRL? ✓  [ original filing ]
Total numbers found: 722

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10Q Filed 11/10/2021
26.7
16.6
12.6
12.5
8.1
8.0
8.5
1.9
5.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 68
XBRL? ✓  [ original filing ]
Total numbers found: 779

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
10K Filed 3/4/2021
34.8
17.9
11.3
8.8
7.0
5.8
4.8
4.1
5.4
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 96
XBRL? ❌  [ original filing ]
Total numbers found: 2,231

■ = Typical SDGR range from 8/10/2020 to 5/7/2025
NCL 10Q Filed 7/18/2025:
84
TBH 10Q Filed 7/18/2025:
87
DIT 10Q Filed 7/18/2025:
80
KMI 10Q Filed 7/18/2025:
99
NFLX 10Q Filed 7/18/2025:
67
DRI 10K Filed 7/18/2025:
98
FEIM 10K Filed 7/18/2025:
60
AXP 10Q Filed 7/18/2025:
98
MMM 10Q Filed 7/18/2025:
97
ALV 10Q Filed 7/18/2025:
92
ANGO 10K Filed 7/18/2025:
86
FR 10Q Filed 7/17/2025:
53
TCBI 10Q Filed 7/17/2025:
84
UAL 10Q Filed 7/17/2025:
81
SGRP 10Q Filed 7/17/2025:
75
ELV 10Q Filed 7/17/2025:
91
MLRT 10Q Filed 7/17/2025:
98
NKE 10K Filed 7/17/2025:
92
KMTS 10K Filed 7/17/2025:
98
IIIN 10Q Filed 7/17/2025:
95
FAST 10Q Filed 7/17/2025:
96
SNA 10Q Filed 7/17/2025:
85
MMC 10Q Filed 7/17/2025:
88
TRV 10Q Filed 7/17/2025:
92
PEP 10Q Filed 7/16/2025:
92
TFIN 10Q Filed 7/16/2025:
97
PKE 10Q Filed 7/16/2025:
39
TRONU 10Q Filed 7/16/2025:
23
COOLU 10Q Filed 7/16/2025:
26
KACUF 10Q Filed 7/16/2025:
67
OAKUU 10Q Filed 7/16/2025:
43
EZOO 10Q Filed 7/16/2025:
76
OMC 10Q Filed 7/15/2025:
75
CBRRF 10Q Filed 7/15/2025:
62
DBMM 10Q Filed 7/15/2025:
9
NTRP 10Q Filed 7/15/2025:
81
CCEL 10Q Filed 7/15/2025:
53
BTCY 10K Filed 7/15/2025:
49
LVO 10K Filed 7/15/2025:
99
HUDA 10Q Filed 7/15/2025:
56
 

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