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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

$27.6T

cumulative enterprise value

5.6x

median EV/NTM revenue multiple

21%

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.

+125.0%

Multiples AI Index

Data as of 15 April 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 April 15, 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 April 15, 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
$4.8T
$4.0T
$2.9T
EV/Revenue (NTM)
12.1x
8.0x
7.9x
EV/Gross Profit (NTM)
16.1x
12.8x
11.6x
EV/EBITDA (NTM)
18.4x
17.0x
12.9x
EV/FCF (NTM)
24.6x
110.7x
38.6x
Revenue Growth
59%
16%
16%
Gross Margin (NTM)
75%
63%
67%
EBITDA Margin (NTM)
66%
47%
61%
FCF Margin (NTM)
49%
7%
20%
Rule of 40
136%
64%
77%
Rule of X
242%
89%
100%

Data as of April 15, 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
9.1%
$197
+80%
$4.8T
12.1x
59%
75%
66%
49%
136%
$5M
US
7.7%
$332
+108%
$4.0T
8.0x
16%
63%
47%
7%
64%
$2M
US
5.6%
$393
-1%
$2.9T
7.9x
16%
67%
61%
20%
77%
$1M
US
5.1%
$249
+35%
$2.7T
3.2x
12%
51%
26%
0%
38%
$455K
US
3.4%
$381
+98%
$1.8T
14.3x
58%
74%
69%
51%
129%
$2M
TW
3.2%
$65
+128%
$1.7T
9.5x
29%
63%
71%
29%
103%
$1M
US
3.2%
$662
+21%
$1.7T
6.4x
22%
80%
56%
4%
80%
$3M
US
2.6%
$364
+29%
$1.4T
12.4x
11%
18%
15%
-3%
24%
$704K
KR
8.1%
$134
+267%
$887B
2.0x
49%
65%
55%
30%
132%
$2M
NL
5.2%
$1,471
+122%
$567B
11.8x
16%
53%
40%
25%
55%
$887K
US
4.8%
$466
+505%
$525B
3.6x
82%
79%
80%
40%
191%
$705K
US
4.3%
$163
+16%
$469B
6.8x
30%
62%
55%
-35%
82%
$354K
US
3.8%
$255
+162%
$416B
7.7x
39%
55%
25%
17%
61%
$1M
US
3.1%
$272
+280%
$340B
12.4x
26%
50%
38%
25%
62%
$970K
US
3.0%
$136
+15%
$325B
39.2x
54%
85%
58%
56%
117%
$1M
US
2.9%
$396
+163%
$314B
9.1x
15%
50%
34%
21%
46%
$777K
US
2.1%
$240
-1%
$225B
3.8x
5%
60%
28%
22%
33%
$235K
DE
1.8%
$168
-43%
$196B
3.9x
10%
74%
33%
25%
43%
$399K
GB
1.6%
$161
+41%
$171B
28.1x
21%
98%
47%
30%
68%
$481K
US
1.4%
$171
-36%
$158B
3.5x
11%
81%
41%
34%
51%
$543K
US
1.4%
$73
-10%
$149B
2.5x
13%
41%
19%
18%
31%
$2M
US
1.3%
$133
-11%
$142B
3.3x
0%
56%
35%
28%
34%
$852K
US
1.2%
$346
-7%
$132B
5.2x
9%
65%
29%
16%
37%
$449K
US
1.1%
$185
+101%
$119B
1.0x
19%
19%
10%
7%
32%
$1M
US
1.1%
$134
+129%
$117B
10.2x
34%
57%
40%
27%
74%
$1M
US
0.9%
$398
-7%
$101B
15.7x
22%
79%
29%
31%
50%
$476K
US
0.9%
$236
-37%
$95B
3.5x
9%
90%
46%
40%
57%
$758K
US
0.8%
$88
-54%
$91B
5.2x
20%
80%
37%
36%
57%
$455K
US
0.7%
$438
-3%
$78B
9.8x
7%
54%
36%
61%
$480K
US
0.6%
$117
+184%
$62B
5.6x
116%
72%
60%
-161%
202%
CN
0.5%
$121
$54B
116.4x
171%
41%
-140%
-64%
20%
$52K
CN
0.4%
$2
+37%
$48B
1.7x
7%
27%
35%
$729K
US
0.4%
$135
-15%
$47B
7.3x
26%
72%
16%
23%
39%
$598K
CN
0.4%
$88
$41B
NL
0.4%
$162
+612%
$41B
8.1x
295%
70%
48%
-273%
559%
$86K
US
0.4%
$111
+8%
$39B
8.3x
20%
81%
24%
26%
44%
$423K
CN
0.4%
$14
+29%
$39B
1.8x
3%
44%
18%
11%
20%
$526K
CN
0.3%
$122
$38B
$79K
CN
0.3%
$90
$36B
51.9x
105%
61%
3%
-15%
120%
CH
0.3%
$40
+75%
$35B
2.4x
13%
37%
25%
8%
36%
$238K
US
0.3%
$24
+51%
$32B
1.2x
12%
33%
18%
6%
34%
$512K
US
0.3%
$118
-52%
$30B
2.6x
12%
79%
34%
30%
44%
$468K
US
0.3%
$171
+161%
$29B
18.4x
51%
72%
36%
30%
94%
$1M
US
0.2%
$82
+6%
$24B
3.2x
4%
79%
43%
35%
46%
$657K
US
0.2%
$90
+2%
$23B
5.5x
7%
38%
26%
20%
31%
$4M
CN
0.2%
$13
+89%
$22B
17.9x
40%
45%
64%
110%
$581K
US
0.2%
$234
+36%
$19B
5.5x
18%
74%
21%
18%
37%
$443K
CN
0.1%
$7
+4%
$16B
3.5x
17%
42%
11%
5%
28%
$220K
US
0.1%
$27
-15%
$16B
0.4x
29%
9%
5%
0%
49%
$4M
SE
0.1%
$24
-14%
$15B
5.4x
16%
18%
$598K
US
0.1%
$36
+30%
$13B
39.8x
68%
57%
-116%
-105%
-55%
$115K
US
0.1%
$59
+4%
$13B
0.9x
5%
19%
16%
6%
21%
$146K
BE
0.1%
$95
+14%
$11B
$72K
CN
0.1%
$5
$11B
23.4x
136%
55%
-17%
-8%
74%
$62K
CN
0.1%
$44
$11B
20.3x
134%
55%
-2%
-24%
170%
$115K
US
0.1%
$227
-9%
$11B
2.2x
9%
48%
22%
16%
33%
$504K
CN
0.1%
$0
+35%
$10B
9.2x
29%
41%
-3%
-20%
23%
$147K
US
0.1%
$56
+104%
$9B
8.3x
8%
69%
25%
22%
31%
$362K
US
0.1%
$5
-35%
$9B
123.9x
893%
9%
-1160%
-1154%
-4682%
$2K
US
0.1%
$50
-4%
$9B
5.6x
24%
64%
5%
-1%
29%
$335K
US
0.1%
$57
+162%
$7B
1.7x
26%
24%
13%
21%
37%
$1M
CN
0.1%
$14
+23%
$7B
9.7x
79%
41%
-1%
-19%
78%
$87K
IL
0.1%
$8
-48%
$6B
2.3x
6%
49%
17%
10%
19%
$459K
US
0.1%
$17
+146%
$6B
97.5x
85%
77%
-249%
-244%
-220%
$112K
US
0.1%
$19
+131%
$6B
8.8x
84%
52%
39%
-132%
141%
$982K
CN
0.0%
$1
+88%
$5B
29.7x
22%
-13%
-11%
$48K
US
0.0%
$10
-16%
$5B
2.2x
9%
84%
26%
24%
33%
$416K
US
0.0%
$62
+114%
$5B
3.5x
51%
39%
-3%
9%
57%
$576K
AE
0.0%
$1
+61%
$5B
3.8x
24%
40%
26%
19%
50%
$3M
CN
0.0%
$13
+61%
$5B
17.6x
26%
29%
$146K
US
0.0%
$9
+1110%
$5B
8.6x
218%
47%
-9%
-32%
633%
$373K
US
0.0%
$91
-77%
$4B
2.6x
16%
70%
25%
30%
42%
$1M
CN
0.0%
$26
+2%
$4B
9.0x
26%
86%
31%
32%
57%
CN
0.0%
$48
$3B
11.6x
47%
37%
-3%
48%
$303K
US
0.0%
$5
$3B
4.8x
708%
43%
-353%
US
0.0%
$14
$3B
69.8x
24%
74%
-114%
-103%
-96%
$143K
US
0.0%
$7
-25%
$3B
11.1x
32%
54%
-3%
-22%
31%
$201K
US
0.0%
$55
-49%
$3B
$176K
US
0.0%
$26
+20%
$2B
1.5x
0%
64%
28%
20%
27%
$292K
CN
0.0%
$3
+3%
$2B
CA
0.0%
$4
+17%
$2B
3.6x
8%
75%
21%
15%
27%
$302K
IN
0.0%
$15
-13%
$2B
5.5x
20%
39%
23%
15%
43%
$429K
US
0.0%
$18
-42%
$2B
1.9x
7%
82%
25%
25%
32%
$534K
CN
0.0%
$3
-11%
$2B
CN
0.0%
$3
-15%
$2B
1.1x
10%
20%
$12M
US
0.0%
$17
-25%
$2B
3.4x
8%
68%
28%
21%
34%
$324K
CN
0.0%
$1
+11%
$2B
$6M
US
0.0%
$6
-32%
$2B
2.5x
1%
87%
41%
34%
42%
$393K
US
0.0%
$4
+3%
$2B
10.2x
12%
25%
-21%
-131%
-10%
$203K
IN
0.0%
$9
$2B
3.4x
23%
17%
3%
39%
$50K
US
0.0%
$8
$1B
46.4x
363%
11%
-396%
-551%
-776%
AU
0.0%
$20
$1B
CN
0.0%
$4
+9%
$1B
7.6x
11%
59%
19%
27%
TR
0.0%
$0
+38%
$1B
$648K
US
0.0%
$8
-62%
$1B
2.7x
-11%
48%
-62%
-44%
-90%
$329K
CN
0.0%
$20
+37%
$1B
CN
0.0%
$9
-35%
$1B
5.7x
29%
54%
0%
3%
29%
$118K
GB
0.0%
$3
+12%
$1B
2.7x
203%
71%
-2%
9%
645%
$918K
CA
0.0%
$7
$1B
$11K
US
0.0%
$14
-77%
$818M
1.4x
-8%
69%
11%
9%
-7%
$2M

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