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

$31.4T

cumulative enterprise value

6.3x

median EV/NTM revenue multiple

23%

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.

+160.3%

Multiples AI Index

Data as of 01 July 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 July 1, 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 July 1, 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
$4.3T
$2.8T
EV/Revenue (NTM)
10.3x
8.1x
7.2x
EV/Gross Profit (NTM)
13.8x
12.6x
10.7x
EV/EBITDA (NTM)
15.3x
17.0x
11.4x
EV/FCF (NTM)
20.2x
192.3x
62.8x
Revenue Growth
60%
20%
17%
Gross Margin (NTM)
75%
64%
67%
EBITDA Margin (NTM)
68%
47%
63%
FCF Margin (NTM)
51%
4%
11%
Rule of 40
149%
67%
78%
Rule of X
270%
98%
103%

Data as of July 1, 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
6.8%
$200
+12%
$4.8T
10.3x
60%
75%
68%
51%
149%
$5M
US
6.1%
$356
+85%
$4.3T
8.1x
20%
64%
47%
4%
67%
$2M
US
3.9%
$373
-30%
$2.8T
7.2x
17%
67%
63%
11%
78%
$1M
US
3.6%
$264
+13%
$2.6T
3.0x
14%
52%
27%
0%
40%
$455K
TW
4.8%
$76
+108%
$2.0T
10.1x
32%
66%
73%
31%
110%
$1M
US
4.4%
$378
+29%
$1.8T
12.2x
65%
72%
68%
51%
133%
$2M
US
3.9%
$421
+36%
$1.6T
14.1x
12%
20%
16%
-6%
23%
$704K
US
3.5%
$563
-27%
$1.4T
5.3x
21%
80%
57%
-1%
81%
$3M
KR
6.1%
$207
+341%
$1.4T
2.5x
50%
72%
60%
36%
168%
$2M
US
5.9%
$1,154
+958%
$1.3T
5.6x
100%
85%
88%
49%
233%
$705K
US
4.3%
$581
+229%
$947B
14.8x
50%
55%
30%
19%
70%
$1M
NL
3.4%
$1,960
+180%
$756B
14.8x
20%
54%
42%
27%
60%
$887K
US
4.5%
$723
+302%
$574B
14.5x
24%
51%
36%
22%
54%
$777K
US
4.3%
$433
+357%
$542B
17.6x
33%
51%
40%
28%
68%
$970K
US
3.3%
$147
-42%
$422B
5.9x
34%
58%
57%
-49%
81%
$416K
GB
3.0%
$355
+151%
$379B
57.6x
26%
96%
49%
29%
65%
$591K
US
2.2%
$117
-26%
$280B
28.7x
55%
87%
61%
57%
132%
$1M
US
2.2%
$431
+225%
$279B
1.7x
31%
18%
11%
7%
59%
$1M
US
2.1%
$281
+11%
$264B
4.4x
5%
60%
28%
23%
34%
$235K
US
2.1%
$298
+271%
$261B
19.2x
42%
57%
40%
25%
80%
$1M
US
1.6%
$189
+29%
$199B
4.7x
1%
56%
33%
26%
32%
$852K
US
1.5%
$763
+68%
$194B
29.4x
23%
79%
30%
31%
51%
$476K
DE
1.4%
$153
-47%
$178B
3.6x
8%
74%
33%
25%
42%
$399K
US
1.0%
$157
-39%
$128B
3.3x
10%
81%
41%
33%
51%
$543K
US
1.0%
$315
-20%
$121B
4.7x
9%
65%
29%
16%
37%
$449K
CN
0.9%
$268
-
$120B
134.9x
204%
37%
-72%
-91%
215%
$121K
US
0.8%
$99
-47%
$102B
5.6x
20%
80%
38%
35%
60%
$455K
US
0.7%
$249
+78%
$88B
17.7x
23%
81%
25%
27%
52%
$423K
US
0.7%
$255
+14%
$88B
13.1x
28%
72%
18%
24%
44%
$598K
US
0.7%
$483
+253%
$83B
43.1x
58%
72%
40%
33%
121%
$1M
US
0.6%
$206
-42%
$82B
3.0x
10%
90%
47%
39%
58%
$758K
US
0.6%
$453
-12%
$79B
9.9x
7%
-
53%
36%
60%
$480K
NL
0.6%
$276
+407%
$70B
9.3x
275%
70%
53%
-281%
605%
$386K
CH
0.5%
$72
+182%
$64B
4.1x
18%
40%
26%
9%
43%
$238K
US
0.5%
$45
+118%
$60B
1.6x
17%
36%
19%
9%
46%
$512K
US
0.4%
$100
-13%
$54B
4.6x
111%
70%
60%
-130%
205%
-
CN
0.4%
$28
-
$53B
-
-
-
-
-
-
-
CN
0.4%
$105
-
$50B
75.9x
82%
66%
5%
-
120%
-
US
0.4%
$221
-
$49B
25.7x
-
47%
28%
-105%
63%
$1M
CN
0.4%
$122
-
$49B
59.2x
105%
61%
9%
-8%
128%
-
AE
0.4%
$5
+2%
$46B
2.5x
7%
68%
43%
18%
52%
$3M
CN
0.3%
$1
-10%
$39B
2.1x
6%
44%
27%
-
13%
$729K
CN
0.3%
$14
+29%
$38B
1.7x
5%
42%
20%
7%
21%
$529K
US
0.2%
$122
-47%
$30B
2.7x
11%
79%
34%
30%
44%
$468K
US
0.2%
$336
+41%
$27B
7.7x
19%
75%
22%
19%
40%
$443K
CN
0.2%
$97
-
$25B
36.9x
139%
55%
9%
23%
162%
$222K
US
0.2%
$94
-5%
$24B
5.5x
8%
37%
26%
21%
31%
$4M
CN
0.2%
$12
+69%
$20B
15.7x
37%
47%
70%
-
115%
$584K
US
0.2%
$53
+34%
$20B
55.4x
63%
52%
-95%
-97%
-20%
$115K
CN
0.2%
$8
-
$19B
22.1x
240%
53%
9%
-12%
89%
$192K
US
0.1%
$28
-52%
$18B
0.5x
29%
10%
6%
3%
53%
$4M
CN
0.1%
$53
-
$17B
-
-
-
-
-
-
$205K
CN
0.1%
$6
-15%
$14B
3.0x
18%
44%
11%
6%
29%
$257K
US
0.1%
$7
+17%
$13B
123.3x
1020%
18%
-724%
-726%
-4755%
$2K
US
0.1%
$61
-11%
$13B
1.4x
-20%
24%
19%
7%
-13%
$146K
SE
0.1%
$20
-27%
$13B
4.8x
-3%
-
15%
-
16%
$610K
US
0.1%
$263
-22%
$13B
2.5x
9%
49%
22%
16%
34%
$504K
US
0.1%
$72
+78%
$12B
10.2x
10%
71%
29%
24%
39%
$362K
US
0.1%
$35
-27%
$12B
2.3x
18%
65%
20%
8%
38%
$1M
BE
0.1%
$91
+7%
$11B
2.1x
2%
-
18%
-
17%
$74K
US
0.1%
$58
+2%
$10B
6.3x
24%
65%
5%
-3%
29%
$335K
US
0.1%
$24
+40%
$9B
130.0x
91%
76%
-211%
-222%
-220%
$112K
JP
0.1%
$53
+121%
$9B
1.7x
2%
36%
13%
3%
17%
$143K
IL
0.1%
$10
-32%
$8B
3.2x
8%
52%
16%
11%
19%
$459K
US
0.1%
$26
+89%
$8B
10.5x
81%
57%
46%
-243%
140%
$982K
CA
0.1%
$13
+242%
$7B
11.3x
12%
78%
23%
16%
32%
$302K
CN
0.1%
$0
-16%
$7B
5.4x
28%
41%
0%
-15%
22%
$197K
CN
0.1%
$13
+14%
$7B
8.3x
71%
40%
3%
-11%
86%
$134K
US
0.0%
$9
-
$6B
10.2x
1538%
-
39%
-426%
-
-
US
0.0%
$45
-17%
$6B
1.1x
28%
23%
13%
21%
38%
$1M
US
0.0%
$11
-7%
$6B
2.4x
10%
84%
26%
24%
35%
$416K
AE
0.0%
$1
-7%
$5B
4.3x
24%
40%
27%
20%
50%
$3M
KR
0.0%
$56
-4%
$5B
0.1x
6%
14%
11%
7%
21%
-
CN
0.0%
$5
+23%
$5B
-
-
-
-
-
-
$262K
US
0.0%
$8
+289%
$4B
5.4x
145%
47%
-9%
-15%
658%
$373K
CN
0.0%
$12
+41%
$4B
15.1x
23%
31%
-6%
-
13%
$214K
CN
0.0%
$1
+26%
$4B
18.5x
31%
83%
3%
-
24%
$146K
US
0.0%
$37
+18%
$4B
3.7x
7%
82%
26%
26%
33%
$534K
CA
0.0%
$12
-
$4B
-
-
-
-
-
-
$14K
CN
0.0%
$17
-39%
$3B
7.3x
26%
87%
31%
-
56%
-
US
0.0%
$35
+66%
$3B
1.8x
1%
61%
28%
30%
27%
$292K
US
0.0%
$62
-30%
$3B
-
-
-
-
-
20%
$189K
US
0.0%
$22
-
$3B
-
-
-
-
-
-
-
US
0.0%
$13
-
$3B
52.6x
27%
54%
-106%
-97%
-88%
$143K
US
0.0%
$6
-37%
$3B
9.5x
36%
51%
-17%
-31%
10%
$201K
CN
0.0%
$7
-
$3B
16.8x
38%
46%
-10%
-
29%
$130K
AE
0.0%
$0
-20%
$2B
-
-
-
-
-
-
$2M
IN
0.0%
$15
-30%
$2B
5.3x
21%
38%
23%
13%
44%
$462K
US
0.0%
$85
-
$2B
2.6x
856%
60%
57%
-297%
10107%
-
IN
0.0%
$6
-4%
$2B
-
-
-
-
-
46%
$402K
US
0.0%
$16
-41%
$2B
3.0x
9%
68%
28%
22%
34%
$324K
CN
0.0%
$2
-33%
$2B
-
-
-
-
-
-
-
CN
0.0%
$2
-43%
$2B
19.7x
5%
62%
23%
-
20%
-
CA
0.0%
$10
+87%
$2B
-
-
-
-
-
-
$11K
US
0.0%
$4
-42%
$2B
9.6x
10%
33%
-18%
-23%
-6%
$203K
CN
0.0%
$2
-42%
$2B
-
-
-
-
-
-
$12M
US
0.0%
$7
+444%
$2B
1.8x
0%
19%
12%
4%
10%
$527K
IN
0.0%
$9
-
$2B
3.2x
21%
49%
19%
8%
39%
$59K
US
0.0%
$39
-
$2B
8.5x
91%
74%
46%
-138%
96%
$2M
US
0.0%
$9
-61%
$1B
3.7x
-7%
50%
-52%
-42%
-87%
$329K

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