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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

$29.7T

cumulative enterprise value

6.1x

median EV/NTM revenue multiple

20%

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.

+0.0%

Multiples AI Index

Data as of 01 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 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 April 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
Apple
Alphabet
Market Cap
$4.5T
$3.8T
$3.6T
EV/Revenue (NTM)
11.4x
8.0x
7.3x
EV/Gross Profit (NTM)
15.3x
16.6x
11.7x
EV/EBITDA (NTM)
17.3x
23.1x
15.5x
EV/FCF (NTM)
23.3x
27.9x
105.3x
Revenue Growth
60%
9%
16%
Gross Margin (NTM)
75%
48%
63%
EBITDA Margin (NTM)
66%
35%
47%
FCF Margin (NTM)
49%
29%
7%
Rule of 40
136%
45%
64%
Rule of X
241%
60%
89%

Data as of April 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
7.6%
$183
+68%
$4.5T
11.4x
60%
75%
66%
49%
136%
$5M
US
6.5%
$260
+22%
$3.8T
8.0x
9%
48%
35%
29%
45%
$3M
US
6.2%
$301
+88%
$3.6T
7.3x
16%
63%
47%
7%
64%
$2M
US
5.2%
$411
+4%
$3.0T
8.3x
16%
68%
61%
21%
77%
$1M
US
4.0%
$219
+19%
$2.4T
2.9x
12%
51%
26%
0%
38%
$455K
US
2.8%
$661
+20%
$1.7T
6.6x
19%
80%
56%
3%
76%
$3M
TW
2.7%
$60
+112%
$1.6T
9.1x
28%
63%
71%
30%
103%
$1M
US
2.6%
$406
+44%
$1.5T
13.8x
12%
18%
15%
-2%
25%
$704K
US
2.6%
$318
+65%
$1.5T
12.3x
57%
74%
69%
50%
129%
$2M
KR
8.9%
$137
+274%
$916B
2.3x
38%
60%
50%
26%
108%
$2M
NL
5.3%
$1,423
+115%
$549B
11.9x
13%
53%
40%
24%
54%
$887K
US
4.4%
$397
+416%
$447B
3.1x
85%
79%
80%
40%
191%
$705K
US
4.3%
$152
+8%
$438B
6.4x
30%
63%
55%
-35%
82%
$354K
US
3.4%
$145
+23%
$347B
42.7x
55%
85%
58%
56%
117%
$1M
US
3.2%
$199
+105%
$325B
6.1x
38%
55%
25%
17%
60%
$1M
US
2.9%
$372
+147%
$295B
8.7x
15%
50%
34%
21%
45%
$777K
US
2.8%
$231
+222%
$288B
10.8x
24%
50%
38%
25%
60%
$970K
US
2.2%
$239
-1%
$224B
3.8x
5%
60%
28%
22%
33%
$235K
DE
2.2%
$191
-35%
$223B
4.6x
7%
74%
33%
25%
43%
$399K
US
1.8%
$201
-25%
$186B
4.1x
11%
81%
41%
34%
51%
$543K
US
1.5%
$77
-5%
$158B
2.7x
13%
41%
19%
18%
31%
$2M
US
1.5%
$141
-5%
$150B
3.5x
0%
56%
35%
28%
34%
$852K
US
1.4%
$387
+4%
$148B
5.7x
9%
65%
29%
16%
38%
$449K
GB
1.3%
$124
+9%
$132B
21.8x
21%
98%
46%
30%
68%
$481K
US
1.1%
$109
-43%
$114B
6.6x
20%
80%
37%
36%
57%
$455K
US
1.0%
$261
-30%
$107B
4.0x
9%
90%
46%
40%
57%
$758K
US
1.0%
$154
+67%
$102B
0.9x
20%
19%
10%
7%
32%
$1M
US
0.9%
$385
-10%
$97B
15.2x
22%
79%
29%
31%
50%
$476K
US
0.8%
$466
+3%
$83B
10.4x
8%
53%
36%
61%
$480K
US
0.7%
$81
+39%
$71B
6.3x
33%
57%
40%
27%
74%
$1M
US
0.6%
$170
+7%
$58B
9.4x
26%
72%
16%
23%
39%
$598K
CN
0.4%
$15
+37%
$42B
1.9x
3%
44%
19%
12%
22%
$526K
US
0.4%
$78
+89%
$41B
4.4x
118%
72%
60%
-164%
202%
US
0.4%
$111
+9%
$39B
8.3x
20%
81%
24%
26%
44%
$423K
CN
0.4%
$83
$39B
US
0.3%
$134
-45%
$35B
3.0x
12%
79%
33%
30%
44%
$468K
CN
0.3%
$74
$30B
43.0x
112%
66%
4%
128%
CH
0.3%
$33
+47%
$29B
2.0x
11%
37%
25%
8%
34%
$238K
US
0.3%
$22
+36%
$29B
1.1x
13%
33%
18%
6%
34%
$512K
CN
0.3%
$93
$29B
$79K
US
0.3%
$325
+89%
$26B
8.1x
18%
74%
21%
18%
37%
$443K
NL
0.2%
$87
+282%
$22B
4.7x
303%
70%
47%
-290%
558%
$86K
US
0.2%
$73
-6%
$22B
2.7x
4%
79%
43%
35%
46%
$657K
US
0.2%
$85
-3%
$21B
5.2x
7%
38%
26%
20%
31%
$4M
US
0.2%
$121
+85%
$21B
13.1x
51%
72%
35%
30%
92%
$1M
CN
0.2%
$8
+21%
$19B
4.1x
17%
42%
11%
5%
28%
$217K
US
0.2%
$32
0%
$19B
0.4x
31%
8%
5%
0%
49%
$4M
CN
0.2%
$11
+57%
$18B
15.8x
36%
48%
66%
107%
$442K
US
0.2%
$72
+27%
$15B
1.0x
5%
19%
16%
6%
21%
$146K
US
0.1%
$38
+40%
$14B
47.9x
70%
57%
-118%
-106%
-55%
$115K
CN
0.1%
$0
+71%
$13B
12.6x
28%
41%
-3%
-21%
22%
$145K
US
0.1%
$231
-8%
$11B
2.3x
10%
48%
22%
16%
33%
$504K
CN
0.1%
$5
$11B
24.3x
132%
55%
-20%
-11%
71%
$62K
US
0.1%
$53
+3%
$10B
6.0x
24%
64%
5%
-1%
30%
$335K
US
0.1%
$5
-34%
$9B
139.4x
861%
6%
-1296%
-1294%
-4668%
$2K
US
0.1%
$53
+95%
$9B
7.8x
8%
69%
25%
22%
31%
$362K
CN
0.1%
$15
+33%
$7B
15.1x
52%
30%
-7%
-21%
38%
$86K
IL
0.1%
$8
-42%
$7B
2.6x
6%
49%
15%
10%
17%
$459K
US
0.1%
$19
+174%
$7B
114.6x
84%
77%
-254%
-250%
-220%
$112K
US
0.1%
$54
+151%
$7B
1.6x
26%
24%
13%
21%
37%
$1M
US
0.1%
$11
-10%
$6B
2.5x
9%
84%
26%
24%
33%
$416K
AE
0.1%
$1
+87%
$6B
4.6x
24%
40%
27%
21%
51%
$2M
CN
0.1%
$1
+89%
$5B
31.4x
23%
-13%
-8%
$48K
US
0.1%
$9
$5B
6.1x
556%
44%
-269%
US
0.0%
$16
+104%
$5B
7.7x
87%
51%
38%
-130%
141%
$982K
CN
0.0%
$14
+73%
$5B
19.6x
26%
28%
$144K
CN
0.0%
$35
+33%
$5B
12.7x
24%
86%
28%
32%
53%
US
0.0%
$10
+1250%
$5B
9.5x
240%
47%
-10%
-33%
633%
$373K
US
0.0%
$101
-74%
$5B
2.9x
16%
70%
25%
30%
42%
$1M
US
0.0%
$53
+82%
$4B
3.0x
52%
39%
-3%
9%
57%
$576K
US
0.0%
$9
-7%
$4B
13.8x
32%
54%
-4%
-23%
31%
$201K
CN
0.0%
$3
+30%
$3B
CN
0.0%
$41
$3B
9.7x
52%
40%
-5%
54%
$299K
US
0.0%
$30
+41%
$3B
1.7x
0%
64%
28%
20%
27%
$292K
CN
0.0%
$4
+15%
$3B
1.5x
10%
20%
$12M
US
0.0%
$52
-52%
$3B
$176K
US
0.0%
$12
$3B
$143K
CN
0.0%
$3
+2%
$2B
US
0.0%
$20
-36%
$2B
2.1x
7%
82%
25%
25%
32%
$534K
CN
0.0%
$1
+31%
$2B
$5M
IN
0.0%
$15
-15%
$2B
5.5x
20%
39%
23%
15%
43%
$429K
CA
0.0%
$3
+0%
$2B
3.4x
8%
75%
20%
19%
27%
$294K
US
0.0%
$6
-27%
$2B
2.6x
1%
87%
41%
34%
42%
$393K
US
0.0%
$4
+20%
$2B
9.6x
12%
25%
-21%
-130%
-10%
$203K
US
0.0%
$16
-29%
$2B
3.2x
8%
67%
27%
20%
33%
$324K
US
0.0%
$9
$2B
55.5x
352%
9%
-434%
-595%
-776%
IN
0.0%
$9
$1B
3.3x
23%
17%
3%
38%
$50K
CN
0.0%
$11
-20%
$1B
7.1x
28%
54%
0%
4%
27%
$117K
CN
0.0%
$22
+53%
$1B
US
0.0%
$9
-61%
$1B
2.4x
-13%
48%
-63%
-45%
-90%
$329K
CN
0.0%
$3
+0%
$1B
6.8x
14%
59%
17%
29%
GB
0.0%
$3
+18%
$1B
2.8x
225%
71%
-3%
9%
645%
$4K
AU
0.0%
$15
$1B
CA
0.0%
$7
$1B
CN
0.0%
$1
+141%
$798M
$76K
CN
0.0%
$1
-1%
$772M
3.1x
26%
-4%
18%
$126K
DE
0.0%
$12
-59%
$750M
$1M
US
0.0%
$13
-79%
$747M
1.3x
-9%
69%
11%
9%
-7%
$2M
CN
0.0%
$6
+46%
$665M
CN
0.0%
$3
+32%
$658M

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