On this page of Benford's Law Stocks.com we present our study of Alumis 160 Inc. — ticker symbol ALMS. SEC filings have been screened by our Benford's Law software, for quarterly 10Q and annual 10K filings from 8/13/2024 to 5/14/2026 for Alumis 160 Inc. under CIK number 0001847367. 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 ALMS, 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 Alumis 160 Inc. based on the past ALMS filings our system processed in the past.
Benford Chart for ALMS 10Q Filed 5/14/2026
29.6
15.6
11.5
10.0
8.7
6.9
5.4
4.9
7.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
XBRL? ✓  [ original filing, ALMS stockholder letter ]
Total numbers found: 653
Recent share count: 123,139,425 (1's column)

■ = Typical range across full coverage universe
# of Numbers Found in Filing
Benford's Law Stocks Indicator
653
Normal count compared to other filers, falling within the middle 50%. At this number count, it would take about 7 numbers to move any given column by a full percentage point.
Benford's Law Stocks Score for ALMS = 76
76

Starting from a possible score of 100, we made the following score deductions:
 • The 9's percentage was higher than the 8's percentage, increasing the penalty multiplier.
 • We deducted points (includes the impact of penalty multiplier) upon observing the 9's percentage was above the typical coverage universe range.
 • We deducted points (includes the impact of penalty multiplier) upon observing the 9's percentage was above the company's typical historical range.
ALMS's Score Vs. Typical Stock
Benford's Law Stocks Indicator
ALMS
Normal score compared to other filers, falling within the middle 50%.
Other Stocks Ranking Near ALMS
Check our work! We provide our Alumis 160 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 ALMS 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 193 numbers that start with the digit 1. Here they are:
123,432,072
1,302
1,301
17,534
18,190
15,952
16,971
11,587
10,106
12,588
1,458
123
104,567
110,643
123,169,838
12
1
1,562,405
1,202,975
188
17,389
1,741
1,741
17,389
18,610
100,150
118,917
101,528
1.82
125,050,645
104,706,773
10
1,202,975
188
12,339
12,339
127,229,746
12
1,562,405
168,314
12,339
1,961
1,432
1,178
1,249
142,862
164
170,632
129,705
165
1,776
128,543
1,302
1,162
129,705
17,650,000
17.00
18.00
1,323,905
146,963
18.00
100
11,376
1,390
10,701
187,907
11.4
1
187.9
10.7
11.9
13.1
101,590
16,510
16,510
110,809
148,482
196,509
108,022
105
16,540
16,510
112
148,352
129
148,481
188
1.4
1.3
1
1.3
1.3
1,343
1,963
1,142
17,870
17,655
1,709
1,709
17,534
18,190
17,581
12,588
15.5
1.5
17.4
17.4
1.7
1
1
1.5
1.5
15.8
12.5
157.5
1
1.9
1.8
10,012
150,000
1,299
1,115
1,578
1,466
1,468
11.6
11.6
16,009
15,061
120.0
100.5
1.5
123,169,838
1,008,617
1,852,401
100,532
1
1,880,680
1,880,680
10.19
110
1,000,000
18,672,626
10.68
115,429
12.10
12.11
11,556
10.13
1,675,362
1,680,472
10.19
10.19
1,680,053
10.19
12.06
122.00
18.0
1
1
13,681
10,480
1
1,950,000
1,047,067
12,339
10,463
1,560
186
12,339
1
1.4
161.2
100
125,062,435
11,790
127,063
125,050,645
1.82
13,245,589
158,031
10,480
102,950
13,506,570
17,389
1,741
1,741
17,389
17,659
18,610
100,150
118,917
101,528
We found 102 numbers that start with the digit 2. Here they are:
218,831
2,909
22,303
2,140
2,140
2,611
207
207
262
22,295
2,609
2,565
21,260
20,297,500
2
2,177,964
23,265
23,265
29
29
260,104
224
224
2
2
266
2,151
2,259
2,611
24,535
285,686
23,191
25,780
29
226
238.1
2,647,500
232,564
238,077
220
238,077
24.0
2
207,241
296,070
268,327
27,672
27,672
21
214
2
2
24
27,652
20
27,672
218,643
218,831
2,231
2,088
268
26,393
26,178
244
22,303
20.0
20.0
20.0
20.0
20.8
2.6
22,000
2.1
22,365
279
2,235
23.0
22,519,214
20,353,098
2,527,377
200,627
200,208
2,583
2.90
2,583
2.90
26.27
2,177,964
20,839,161
2,098
20.80
2,527,377
25.08
2.1
22,519,214
255,890
26,065,910
2,370
2,296
26,065
22,295
2,565
We found 75 numbers that start with the digit 3. Here they are:
3,345
318,232
35,959
34,781
31,222
32,244
301,297
301,297
323,797
323,799
38
37
39,428
323,797
346,988
324.4
300.0
3.0
367
333,436
3,546
34,081
308,831
30,093
30,093
3,971
3,971
37,673
30,743
30,743
304,531
309,024
308,831
3
3
31
386
30,175
30,093
30
31
30,720
30,744
3
361
36.0
3.3
3.3
3.0
3.0
3
30,500
3.0
3.5
351
35,664
37.0
390.0
3,280,326
35,125,582
31,068,650
30
3.4
3.81
3.92
3,201
3.75
3,280,326
3,719
3,276
316
3
3
3
3,280,326
4's 5's 6's
We found 65 numbers that start with the digit 4. Here they are:
4,059,908
459,058
46,603
411,940
4,442
4,670
492,815,092
4,059,908
467
411,940
44
48
47,509
467
40
48
48
444
436
4,988
428,384
40,927
48,653,549
426.0
48,653,549
4,712,186
4814
48,653,549
4.78
49,155
420
4,349
460,065
425,984
4,005
4,005
4,012
4,012
4,003
4,005
459,413
459,058
46,715
46,603
498
4,006
4,012
499
413
4,397
492,815,092
4,059,908
4.99
43,888,017
44,015
4,459,928
419
4.10
4.04
4.65
4.38
4.01
47,509
4,987
40,928
We found 57 numbers that start with the digit 5. Here they are:
532,407
50,959
50,959
50,000,000
5,622,408
567,021
5,349
5,356
54,280,264
567,021
54,407,327
5
54,407,327
5
575
561
583
545
5,550
50
569.5
5,513
50,959
5,688
51.0
5
5.4
58,736
58,736
52,402
52,402
564,397
52,466
52,402
506,128
505,661
5.8
5,843
5,843
5,528
55,000
5,848
50,725
50.0
50,000,000
597,112
5
5,235,338
5.20
5.96
50
5
54,407,327
54,280,264
5,373
5,192
5,356
We found 45 numbers that start with the digit 6. Here they are:
63,885
6,033
6,740
6,831
6,287
671,588
6,328
671,588
66
655
655
655
658,551
6,995
6,995
6,995
617
64,000
65,273
63,885
65,273
6,518
6,238
6.5
67
6
683
659
6,033
6,740
6,699
6.3
6,250
6,264,397
6,585,521
6,829,339
650,000
67.54
6,995
6,803
6
6,995
65,072
6,804
6,403
7's 8's 9's
We found 35 numbers that start with the digit 7. Here they are:
70,904
73,318
7,184,908
7
74
757,514
780
74
744
7.7
7,971
7,971
7,922
7,922
7,969
7,971
7,913
7,922
740
744
75
75
7,988
7.9
7,648
7,765
7,205
70.0
7,184,908
7,800,000
750,000
7.4
76,873
7,352
74
We found 32 numbers that start with the digit 8. Here they are:
89,670
86
82
81,540
8
871
843
87,082
80,355
86
87.1
80.4
8,081
85,849
85,849
81,729
81,729
85,951
85,849
82
896
896
8,859
8
81
805,334
8.56
802
8.97
85
877,331
81,540
We found 49 numbers that start with the digit 9. Here they are:
94
99,084,365
9
994,929
901,876
96,622
98,409
93,053
98,963
93,708
99,011
901,876
93,053
93,053
994,929
918,610
98,963
98,963
925,831
93,053
98,963
983
9,716
91,053
93.1
99.0
994.9
958
9
9
94
9,695,191
9,695,191
96.34
96.71
98.84
99.18
9.01
9.13
9.59
9
93,053
98,963
96,622
98,409
93,053
98,963
93,053
98,963
While the above ALMS 10Q Filed 5/14/2026 is interesting in isolation, we have found that it is also useful to take a look at older Alumis 160 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 5/14/2026 but instead of the chart comparing against the typical company across our coverage universe, below we show the same chart compared against the typical ALMS 10Q and 10K filings that we have processed historically. This is followed by similar charts for each of those historical filings.

10Q Filed 5/14/2026
29.6
15.6
11.5
10.0
8.7
6.9
5.4
4.9
7.5
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 76
XBRL? ✓  [ original filing ]
Total numbers found: 653

■ = Typical ALMS range from 8/13/2024 to 5/14/2026
10Q Filed 8/13/2025
30.3
18.2
9.7
11.4
9.7
6.6
6.8
4.1
3.1
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 83
XBRL? ✓  [ original filing ]
Total numbers found: 834

■ = Typical ALMS range from 8/13/2024 to 5/14/2026
10Q Filed 11/13/2024
30.6
17.4
10.9
9.1
10.2
6.4
5.6
5.1
4.7
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 98
XBRL? ✓  [ original filing ]
Total numbers found: 746

■ = Typical ALMS range from 8/13/2024 to 5/14/2026
10K Filed 3/19/2026
29.5
18.9
11.4
10.7
7.5
6.5
5.1
5.4
4.9
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 100
XBRL? ✓  [ original filing ]
Total numbers found: 797

■ = Typical ALMS range from 8/13/2024 to 5/14/2026
10Q Filed 5/14/2025
29.5
16.9
8.6
13.5
10.1
5.5
4.9
5.7
5.3
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 90
XBRL? ✓  [ original filing ]
Total numbers found: 526

■ = Typical ALMS range from 8/13/2024 to 5/14/2026
10Q Filed 8/13/2024
29.6
20.6
11.0
8.8
10.9
5.4
5.0
5.8
2.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL? ✓  [ original filing ]
Total numbers found: 737

■ = Typical ALMS range from 8/13/2024 to 5/14/2026
10Q Filed 11/13/2025
34.7
15.8
9.3
10.8
7.7
5.6
5.6
4.6
5.8
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 97
XBRL? ✓  [ original filing ]
Total numbers found: 878

■ = Typical ALMS range from 8/13/2024 to 5/14/2026
10K Filed 3/19/2025
31.7
17.9
9.9
9.5
9.0
6.6
5.5
6.3
3.6
 
%1 %2 %3 %4 %5 %6 %7 %8 %9
Benford's Law Stocks Score: 93
XBRL? ✓  [ original filing ]
Total numbers found: 687

■ = Typical ALMS range from 8/13/2024 to 5/14/2026
DAL 10Q Filed 7/10/2026:
92
SEGG 10K Filed 7/10/2026:
94
EDUC 10Q Filed 7/9/2026:
97
KBH 10Q Filed 7/9/2026:
95
JEF 10Q Filed 7/9/2026:
89
WDFC 10Q Filed 7/9/2026:
100
NRIX 10Q Filed 7/9/2026:
91
SLP 10Q Filed 7/9/2026:
83
EPAC 10Q Filed 7/9/2026:
98
BNED 10K Filed 7/9/2026:
85
EACO 10Q Filed 7/9/2026:
21
SMPL 10Q Filed 7/9/2026:
94
BYRN 10Q Filed 7/9/2026:
74
NTIC 10Q Filed 7/9/2026:
90
PEP 10Q Filed 7/8/2026:
96
LEGOU 10Q Filed 7/8/2026:
44
AZZ 10Q Filed 7/8/2026:
88
LEVI 10Q Filed 7/8/2026:
98
PSMT 10Q Filed 7/8/2026:
100
PCYO 10Q Filed 7/8/2026:
98
UNF 10Q Filed 7/8/2026:
95
CHSCP 10Q Filed 7/8/2026:
96
SOTK 10Q Filed 7/8/2026:
62
HELE 10Q Filed 7/8/2026:
91
TMQ 10Q Filed 7/8/2026:
87
FC 10Q Filed 7/7/2026:
89
PENG 10Q Filed 7/7/2026:
86
KRUS 10Q Filed 7/7/2026:
92
SAR 10Q Filed 7/7/2026:
73
CTWO 10Q Filed 7/2/2026:
48
LNN 10Q Filed 7/2/2026:
84
SNX 10Q Filed 7/2/2026:
85
UUU 10K Filed 7/2/2026:
74
CNXC 10Q Filed 7/2/2026:
77
FIZZ 10K Filed 7/1/2026:
89
GBX 10Q Filed 7/1/2026:
98
FDS 10Q Filed 7/1/2026:
83
GIS 10K Filed 7/1/2026:
72
BSET 10Q Filed 7/1/2026:
65
MSM 10Q Filed 7/1/2026:
82
 

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