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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

$31.5T

cumulative enterprise value

7.2x

median EV/NTM revenue multiple

22%

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.

+137.5%

Multiples AI Index

Data as of 18 May 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 May 18, 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 May 18, 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
$5.5T
$4.8T
$3.1T
EV/Revenue (NTM)
13.3x
9.1x
8.2x
EV/Gross Profit (NTM)
17.8x
14.3x
12.3x
EV/EBITDA (NTM)
20.3x
19.1x
13.2x
EV/FCF (NTM)
27.2x
192.3x
66.5x
Revenue Growth
55%
20%
17%
Gross Margin (NTM)
75%
64%
67%
EBITDA Margin (NTM)
66%
48%
62%
FCF Margin (NTM)
49%
5%
12%
Rule of 40
137%
67%
78%
Rule of X
244%
98%
104%

Data as of May 18, 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
7.1%
$225
+67%
$5.5T
13.3x
55%
75%
66%
49%
137%
$5M
US
6.3%
$395
+129%
$4.8T
9.1x
20%
64%
48%
5%
67%
$2M
US
4.1%
$422
-8%
$3.1T
8.2x
17%
67%
62%
12%
78%
$1M
US
3.7%
$264
+29%
$2.8T
3.4x
14%
52%
26%
0%
40%
$455K
US
4.4%
$425
+76%
$2.0T
15.3x
58%
74%
69%
51%
129%
$2M
TW
4.1%
$72
+137%
$1.9T
9.9x
32%
65%
73%
30%
109%
$1M
US
3.5%
$422
+22%
$1.6T
14.3x
11%
19%
16%
-5%
24%
$704K
US
3.4%
$614
-5%
$1.6T
5.8x
23%
80%
57%
0%
83%
$3M
KR
6.6%
$173
+368%
$1.1T
2.3x
52%
69%
57%
32%
153%
$2M
US
4.7%
$725
+667%
$817B
5.2x
78%
80%
80%
42%
194%
$705K
US
4.0%
$424
+283%
$692B
11.5x
47%
56%
29%
19%
70%
$1M
NL
3.6%
$1,602
+115%
$617B
12.5x
18%
53%
41%
25%
59%
$887K
US
5.3%
$193
+17%
$555B
7.7x
32%
62%
55%
-34%
81%
$354K
US
3.4%
$285
+252%
$356B
12.0x
31%
51%
39%
27%
68%
$970K
US
3.3%
$437
+179%
$347B
9.2x
22%
50%
36%
21%
53%
$777K
US
3.1%
$134
+2%
$321B
34.9x
58%
86%
61%
56%
132%
$1M
GB
2.1%
$209
+68%
$223B
35.2x
23%
97%
48%
28%
70%
$481K
US
2.0%
$201
+39%
$212B
5.1x
-1%
55%
34%
26%
32%
$852K
US
2.0%
$219
-15%
$206B
3.6x
5%
60%
28%
23%
34%
$235K
DE
1.9%
$165
-46%
$193B
3.9x
8%
74%
33%
25%
42%
$399K
US
1.5%
$242
+117%
$157B
1.2x
19%
19%
10%
6%
33%
$1M
US
1.5%
$177
+194%
$155B
13.1x
34%
57%
39%
27%
73%
$1M
US
1.5%
$594
+26%
$151B
23.4x
22%
79%
29%
31%
50%
$476K
US
1.4%
$174
-35%
$142B
3.2x
11%
81%
41%
34%
51%
$543K
US
1.1%
$307
-20%
$118B
4.6x
9%
65%
29%
15%
37%
$449K
US
1.0%
$248
-40%
$100B
3.7x
9%
90%
46%
40%
57%
$758K
US
0.9%
$95
-53%
$98B
5.5x
21%
80%
38%
35%
60%
$455K
US
0.7%
$429
-11%
$75B
9.5x
7%
53%
36%
60%
$480K
US
0.7%
$208
+76%
$74B
15.1x
24%
81%
25%
26%
51%
$423K
US
0.6%
$280
$60B
$1M
CN
0.6%
$133
$59B
91.4x
191%
47%
-104%
-44%
133%
$121K
US
0.6%
$107
-4%
$59B
5.3x
116%
71%
60%
-139%
205%
CH
0.6%
$65
+157%
$57B
3.8x
17%
38%
25%
8%
41%
$238K
NL
0.5%
$220
+498%
$56B
8.8x
295%
70%
50%
-272%
581%
$386K
US
0.5%
$157
-23%
$54B
8.4x
25%
72%
16%
23%
39%
$598K
CN
0.5%
$27
$50B
CN
0.5%
$2
+33%
$49B
2.2x
6%
27%
13%
$730K
CN
0.5%
$17
+66%
$47B
2.2x
4%
44%
18%
10%
19%
$530K
CN
0.4%
$98
$46B
75.1x
87%
65%
5%
123%
AE
0.4%
$5
+9%
$45B
2.5x
7%
68%
43%
18%
51%
$3M
US
0.4%
$33
+92%
$44B
1.4x
11%
33%
18%
6%
34%
$512K
CN
0.4%
$105
$42B
52.7x
111%
61%
4%
-11%
141%
US
0.4%
$233
+156%
$40B
21.8x
60%
72%
36%
32%
116%
$1M
US
0.3%
$125
-50%
$31B
2.7x
12%
79%
34%
30%
44%
$468K
CN
0.3%
$98
$31B
$205K
US
0.2%
$312
+65%
$25B
7.5x
18%
74%
21%
18%
37%
$443K
CN
0.2%
$15
+142%
$25B
19.7x
38%
47%
74%
118%
$585K
US
0.2%
$89
-7%
$22B
5.3x
8%
38%
26%
20%
31%
$4M
US
0.2%
$52
+29%
$19B
56.6x
71%
48%
-102%
-104%
-23%
$115K
US
0.2%
$31
-22%
$19B
0.5x
33%
10%
6%
2%
53%
$4M
CN
0.2%
$7
+4%
$17B
3.5x
18%
43%
11%
28%
$257K
CN
0.2%
$63
$16B
26.9x
137%
55%
9%
-20%
169%
$222K
US
0.1%
$8
+27%
$15B
171.2x
976%
15%
-885%
-898%
-4553%
$2K
CN
0.1%
$6
$15B
23.4x
183%
48%
-9%
16%
78%
$193K
SE
0.1%
$21
-25%
$13B
4.7x
0%
16%
17%
$610K
US
0.1%
$37
-37%
$12B
2.4x
19%
64%
20%
6%
38%
$1M
US
0.1%
$259
-10%
$12B
2.4x
9%
49%
22%
16%
34%
$504K
US
0.1%
$54
-19%
$11B
1.3x
-23%
24%
18%
7%
-13%
$146K
BE
0.1%
$90
+9%
$11B
2.1x
3%
8%
4%
8%
$75K
US
0.1%
$64
+114%
$11B
9.2x
10%
71%
28%
24%
39%
$362K
CN
0.1%
$0
+33%
$10B
8.1x
29%
41%
-2%
-17%
22%
$197K
IL
0.1%
$10
-38%
$8B
3.4x
7%
50%
17%
11%
21%
$459K
US
0.1%
$44
-20%
$8B
5.0x
24%
65%
5%
-1%
29%
$335K
US
0.1%
$24
+127%
$8B
10.6x
85%
57%
43%
-98%
144%
$982K
US
0.1%
$20
+25%
$8B
118.8x
88%
76%
-216%
-236%
-207%
$112K
JP
0.1%
$45
$7B
1.4x
4%
36%
13%
3%
16%
$138K
KR
0.1%
$81
+88%
$7B
0.1x
5%
15%
11%
4%
17%
CN
0.1%
$14
+32%
$7B
9.4x
78%
37%
3%
-16%
87%
$88K
US
0.1%
$47
+65%
$6B
1.2x
27%
23%
13%
22%
38%
$1M
US
0.1%
$10
-23%
$5B
2.2x
9%
84%
26%
24%
33%
$416K
US
0.1%
$11
+771%
$5B
7.6x
180%
47%
-9%
-20%
651%
$373K
AE
0.0%
$1
+28%
$5B
4.0x
24%
40%
27%
19%
51%
$3M
CN
0.0%
$5
$5B
$263K
CN
0.0%
$1
+78%
$4B
21.3x
31%
60%
1%
17%
$146K
CN
0.0%
$12
+73%
$4B
$215K
US
0.0%
$7
$4B
6.9x
1676%
39%
-453%
CN
0.0%
$21
-7%
$4B
9.8x
26%
86%
30%
32%
55%
US
0.0%
$8
-17%
$4B
13.3x
34%
54%
-14%
-33%
16%
$201K
CA
0.0%
$6
+57%
$4B
5.7x
9%
77%
21%
16%
28%
$302K
US
0.0%
$34
+54%
$3B
1.8x
0%
61%
28%
32%
27%
$292K
CN
0.0%
$7
$3B
20.0x
39%
46%
-11%
28%
$131K
US
0.0%
$57
-49%
$3B
$176K
US
0.0%
$12
$3B
50.9x
25%
75%
-111%
-101%
-92%
$143K
CN
0.0%
$37
$3B
8.6x
46%
37%
-3%
45%
$393K
CA
0.0%
$16
$2B
$11K
CN
0.0%
$3
+11%
$2B
27.9x
5%
62%
22%
20%
US
0.0%
$21
-33%
$2B
2.2x
7%
82%
26%
25%
33%
$534K
IN
0.0%
$15
-19%
$2B
5.7x
19%
38%
23%
13%
43%
$460K
US
0.0%
$4
-2%
$2B
10.9x
12%
30%
-21%
-25%
-11%
$203K
CN
0.0%
$3
-18%
$2B
$12M
IN
0.0%
$7
$2B
$367K
CN
0.0%
$2
-26%
$2B
CN
0.0%
$1
+3%
$2B
0.8x
16%
9%
$6M
IN
0.0%
$10
$2B
3.5x
21%
49%
19%
7%
39%
$59K
US
0.0%
$15
-43%
$2B
2.8x
8%
68%
28%
22%
34%
$324K
AU
0.0%
$7
$1B
US
0.0%
$6
+411%
$1B
1.7x
0%
19%
12%
4%
10%
$527K
CN
0.0%
$13
$1B
$172K
US
0.0%
$8
$1B
64.2x
257%
-22%
-580%
-737%
-1171%
TR
0.0%
$1
+54%
$1B
0.1x
12%
50%
$637K

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