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Multiples AI Index

Curated by Multiples, this index tracks publicly listed AI & ML companies, across hardware, infrastructure, and application layer.

Explore the Multiples AI Index

100

public companies tracked

$34.8T

cumulative enterprise value

7.0x

median EV/NTM revenue multiple

27%

median NTM/LTM revenue growth

Index Performance

This chart shows the weighted market cap evolution over time for the Multiples AI Index constituents, indexed to 0% at the beginning of the period.

+209.4%

Multiples AI Index

Data as of 04 October 2026. Underlying financial data from FactSet and Morningstar. S&P 500 and NASDAQ data sourced from Yahoo Finance.

Key Index Metrics

This chart shows the median evolution over time of key valuation metrics for the Multiples AI Index constituents.

Valuation Benchmarks

This chart shows the regression relationship between valuation metrics across companies in the Multiples AI Index.

x-axis:
y-axis:

Data as of October 4, 2026. Companies with EV multiples above 50x and y-axis values above 250% are considered non-meaningful and excluded from calculation.

Company Rankings

This chart shows company rankings by selected metric within the Multiples AI Index.

Metric:

Data as of October 4, 2026. Companies with EV multiples above 50x and y-axis values above 300% are considered non-meaningful and excluded from calculation.

Companies Side-by-Side

Compare key metrics between companies in the Multiples AI Index.

1:
2:
3:
Metric
NVIDIA
Alphabet
Microsoft
Market Cap
$5.6T
$4.2T
$3.8T
EV/Revenue (NTM)
9.4x
7.0x
9.3x
EV/Gross Profit (NTM)
12.9x
10.9x
14.1x
EV/EBITDA (NTM)
14.3x
14.4x
14.9x
EV/FCF (NTM)
19.9x
-149.8x
111.6x
Revenue Growth
73%
23%
18%
Gross Margin (NTM)
73%
64%
66%
EBITDA Margin (NTM)
66%
48%
62%
FCF Margin (NTM)
47%
-5%
8%
Rule of 40
148%
71%
71%
Rule of X
272%
106%
84%

Data as of October 4, 2026.

Cumulative Metrics

This chart shows the cumulative sum of selected metrics across all companies in the Multiples AI Index, over time.

Index Methodology

Similar to the NASDAQ 100 Index, the Multiples AI Index employs a modified market capitalization weighting scheme.

The weight process uses company-level weights, which are derived using company market capitalization.

Company weights are evaluated based on two rules:

Rule 1

No company's weight may exceed 24%.

Rule 2

The aggregate weight of the companies whose weights exceed 4.5% may not exceed 48%.

If neither rule is 'violated', then no adjustments are made. Only in cases where either or both of the rules are 'violated', weight adjustments are made according to a two-stage adjustment process.

Rule 1 adjustment

If no company's initial weight exceeds 24% of the Index, initial weights are used as Rule 1 weights without adjustment. Otherwise, initial weights are adjusted such that no company's weight may exceed 20% of the Index.

Rule 2 adjustment

If the aggregate weight of the companies whose Rule 1 weights exceeds 4.5% and does not exceed 48%, Rule 1 weights are used as the final weights. Otherwise, Rule 1 weights are adjusted such that:

  • The aggregate weight of the companies whose Rule 1 weights exceeded 4.5% is set to 40%.
  • Companies with Rule 1 weights below 4.5% may also have their weights adjusted to keep the initial rank order of all companies.

If the two-stage rule process results in a 'violation' of the weighting rules as previously detailed, then the process is repeated until the company weights meet the rule system.

Companies Included in the Multiples AI Index

This index tracks publicly listed AI companies, across hardware, infrastructure, and application layer.

US
7.0%
$234
+15%
$5.6T
9.4x
73%
73%
66%
47%
148%
$5M
US
5.2%
$344
+22%
$4.2T
7.0x
23%
64%
48%
-5%
71%
$2M
US
4.8%
$518
0%
$3.8T
9.3x
18%
66%
62%
8%
71%
$1M
US
3.4%
$252
+3%
$2.7T
3.1x
15%
53%
29%
-3%
42%
$455K
TW
5.3%
$78
+61%
$2.0T
9.0x
36%
67%
74%
30%
117%
$1M
US
4.9%
$728
+12%
$1.9T
6.4x
21%
79%
57%
-8%
83%
$3M
US
4.5%
$355
-4%
$1.7T
10.2x
65%
71%
67%
49%
133%
$2M
US
4.8%
$371
-19%
$1.5T
12.3x
13%
19%
15%
-7%
26%
$704K
KR
4.2%
$204
+171%
$1.3T
1.7x
46%
74%
62%
40%
177%
$2M
US
4.0%
$1,075
+381%
$1.2T
4.2x
90%
87%
89%
50%
245%
$705K
US
3.4%
$634
+148%
$1.0T
12.8x
70%
55%
34%
18%
73%
$1M
KR
3.2%
$1,358
+261%
$966B
2.5x
72%
85%
83%
50%
339%
$2M
NL
5.0%
$1,866
+76%
$717B
11.9x
28%
56%
45%
33%
76%
$838K
CN
3.9%
$8
-
$555B
7.1x
-
86%
84%
62%
587%
-
US
3.1%
$189
-5%
$454B
39.3x
55%
86%
63%
57%
145%
$1M
US
3.0%
$347
+121%
$435B
11.8x
40%
53%
42%
27%
65%
$997K
US
3.0%
$142
-46%
$431B
5.3x
39%
56%
56%
-35%
74%
$416K
US
3.0%
$540
+131%
$429B
9.3x
35%
51%
38%
25%
59%
$777K
US
2.5%
$563
+247%
$358B
1.7x
32%
21%
12%
8%
78%
$1M
GB
2.3%
$307
+81%
$328B
45.1x
31%
94%
48%
30%
67%
$591K
US
1.9%
$270
+100%
$277B
39.3x
23%
79%
32%
32%
53%
$411K
US
1.7%
$272
+190%
$245B
15.2x
50%
58%
40%
27%
80%
$1M
DE
1.7%
$208
-20%
$240B
4.8x
10%
74%
33%
25%
41%
$378K
US
1.4%
$185
+2%
$197B
4.5x
5%
52%
32%
22%
33%
$852K
US
1.3%
$235
-11%
$193B
4.5x
10%
81%
41%
32%
53%
$543K
US
1.0%
$134
-27%
$139B
7.7x
19%
79%
39%
36%
61%
$455K
US
0.8%
$341
+25%
$120B
16.0x
31%
72%
19%
24%
48%
$598K
US
0.7%
$275
-23%
$106B
4.0x
9%
66%
29%
16%
37%
$449K
US
0.7%
$277
+71%
$100B
18.3x
24%
80%
26%
27%
56%
$423K
US
0.6%
$238
-30%
$93B
3.3x
10%
89%
45%
39%
59%
$758K
US
0.6%
$69
+184%
$92B
2.0x
18%
37%
19%
10%
51%
$512K
US
0.5%
$441
-8%
$76B
9.5x
7%
-
54%
37%
61%
$480K
NL
0.5%
$243
+88%
$66B
6.8x
276%
75%
52%
-209%
571%
$386K
US
0.4%
$350
+91%
$61B
21.3x
69%
71%
43%
47%
163%
$1M
AE
0.3%
$6
+9%
$50B
2.9x
6%
68%
45%
13%
53%
$3M
US
0.3%
$90
-32%
$49B
4.1x
111%
71%
63%
-129%
210%
$2M
CN
0.3%
$2
+5%
$47B
2.7x
5%
44%
25%
-
13%
$739K
US
0.3%
$186
-23%
$45B
4.0x
11%
79%
35%
31%
44%
$455K
US
0.3%
$166
-
$40B
13.5x
-
50%
38%
-74%
78%
$1M
CN
0.3%
$80
-
$39B
16.3x
218%
35%
-25%
-34%
706%
$110K
CN
0.2%
$17
-
$32B
20.8x
31%
31%
44%
0%
71%
-
CN
0.2%
$74
-
$30B
28.8x
104%
63%
10%
4%
133%
-
CN
0.2%
$11
-30%
$29B
1.2x
5%
40%
18%
2%
15%
$537K
US
0.2%
$358
-1%
$29B
7.7x
20%
75%
22%
20%
41%
$443K
US
0.2%
$44
-16%
$29B
0.5x
51%
10%
8%
1%
44%
$6M
CN
0.2%
$59
-
$28B
33.6x
71%
65%
9%
-
145%
-
CN
0.2%
$67
-
$27B
40.8x
-
57%
29%
11%
102%
-
CN
0.2%
$63
-
$27B
-
-
-
-
-
-
-
US
0.1%
$376
+40%
$18B
3.2x
8%
49%
23%
16%
39%
$504K
US
0.1%
$44
-28%
$18B
21.7x
96%
39%
-66%
-94%
144%
$115K
CN
0.1%
$10
+34%
$16B
11.4x
36%
46%
74%
-
124%
$593K
US
0.1%
$77
-13%
$14B
7.7x
24%
65%
7%
-2%
29%
$335K
CN
0.1%
$6
-29%
$13B
2.8x
16%
43%
10%
0%
19%
$260K
SE
0.1%
$20
-22%
$13B
5.0x
-2%
-
15%
-
17%
$547K
CN
0.1%
$5
-
$12B
8.9x
293%
42%
15%
-62%
100%
$195K
US
0.1%
$6
+8%
$11B
74.5x
1050%
25%
-537%
-511%
-4915%
$2K
US
0.1%
$65
+57%
$11B
8.6x
11%
71%
32%
27%
46%
$362K
CN
0.1%
$31
-
$11B
-
-
-
-
-
-
$205K
US
0.1%
$31
-16%
$10B
1.9x
17%
65%
20%
11%
37%
$1M
CN
0.1%
$13
-
$10B
10.0x
170%
47%
14%
26%
170%
$225K
BE
0.1%
$78
-11%
$9.3B
2.2x
2%
-
9%
4%
8%
$73K
US
0.1%
$44
-46%
$9B
1.1x
-10%
24%
19%
8%
-19%
$146K
RO
0.0%
$13
-16%
$6.8B
3.0x
9%
84%
26%
25%
35%
$416K
CN
0.0%
$0
-50%
$6.4B
4.6x
28%
42%
14%
-28%
43%
$199K
JP
0.0%
$39
+52%
$6.3B
1.2x
5%
37%
13%
3%
19%
$142K
IL
0.0%
$7
-44%
$6.3B
2.3x
9%
66%
25%
16%
30%
$459K
US
0.0%
$16
-57%
$6B
76.7x
88%
75%
-194%
-205%
-223%
$63K
AE
0.0%
$1
+4%
$5.7B
4.3x
24%
39%
27%
15%
51%
$3M
US
0.0%
$43
-46%
$5.6B
1.2x
29%
25%
14%
19%
39%
$1M
CA
0.0%
$9
+91%
$5.5B
8.2x
10%
77%
25%
18%
34%
$302K
KR
0.0%
$95
+42%
$5.4B
0.5x
10%
14%
11%
8%
36%
-
US
0.0%
$16
-23%
$5.3B
7.6x
73%
57%
54%
-236%
148%
$982K
CN
0.0%
$20
-
$4.8B
-
-
-
-
-
-
$255K
CN
0.0%
$9
-47%
$4.7B
5.4x
61%
46%
5%
15%
97%
$136K
CN
0.0%
$1
-31%
$4.4B
19.1x
33%
68%
-5%
-13%
4%
$148K
US
0.0%
$7
-
$4.2B
-
-
-
-
-
-
$169K
US
0.0%
$7
+12%
$4.2B
3.2x
113%
45%
-5%
-21%
935%
$102K
US
0.0%
$37
+25%
$4.1B
3.7x
7%
82%
26%
26%
34%
$534K
US
0.0%
$75
+2%
$3.8B
-
-
-
-
-
20%
$189K
US
0.0%
$83
-
$3.7B
16.9x
-
95%
71%
-297%
109%
-
CN
0.0%
$3
-18%
$3.3B
-
-
-
-
-
-
$266K
CN
0.0%
$9
-18%
$3.2B
11.2x
38%
32%
-6%
-
11%
$217K
US
0.0%
$13
-
$3B
46.8x
28%
45%
-112%
-28%
-79%
$143K
AE
0.0%
$1
+18%
$2.9B
3.5x
3%
-
39%
-55%
51%
$2M
US
0.0%
$30
+43%
$2.8B
1.5x
1%
62%
28%
25%
27%
$292K
US
0.0%
$19
-
$2.8B
7.4x
-
98%
43%
-249%
31%
$814K
US
0.0%
$6
-66%
$2.6B
7.6x
43%
53%
-17%
-28%
10%
$201K
US
0.0%
$4
-85%
$2.6B
8.1x
6505%
-
84%
-817%
-
-
US
0.0%
$15
-
$2.6B
3.7x
-
87%
60%
32%
87%
-
CN
0.0%
$12
-43%
$2.4B
4.7x
27%
87%
28%
-
54%
-
PH
0.0%
$0
-29%
$2.2B
1.5x
5%
-
22%
-
30%
$232K
IN
0.0%
$15
-31%
$2.1B
5.2x
19%
38%
23%
13%
42%
$456K
CN
0.0%
$5
-
$2B
9.8x
53%
51%
7%
-
50%
$132K
US
0.0%
$19
-31%
$2B
3.3x
9%
69%
29%
23%
34%
$324K
FI
0.0%
$10
-
$1.9B
22.2x
-
11%
-131%
-187%
-182%
$93K
SE
0.0%
$17
-
$1.9B
9.5x
-
84%
40%
-7%
61%
$273K
US
0.0%
$51
-
$1.8B
0.9x
1231%
67%
67%
-241%
6588%
$63K
US
0.0%
$11
-36%
$1.8B
4.9x
-3%
49%
-49%
-40%
-129%
$212K
CN
0.0%
$7
-
$1.8B
6.5x
-
33%
-
4%
-
$82K
CN
0.0%
$2
-34%
$1.7B
18.3x
7%
62%
23%
-
19%
-

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