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

$33.7T

cumulative enterprise value

7.2x

median EV/NTM revenue multiple

26%

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.

+157.0%

Multiples AI Index

Data as of 16 August 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 August 16, 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 August 16, 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
$4.2T
$3.7T
EV/Revenue (NTM)
11.1x
7.2x
9.1x
EV/Gross Profit (NTM)
14.9x
11.3x
13.9x
EV/EBITDA (NTM)
16.4x
15.2x
14.7x
EV/FCF (NTM)
21.8x
-176.0x
114.9x
Revenue Growth
55%
23%
18%
Gross Margin (NTM)
75%
64%
66%
EBITDA Margin (NTM)
68%
48%
62%
FCF Margin (NTM)
51%
-4%
8%
Rule of 40
149%
70%
80%
Rule of X
271%
105%
107%

Data as of August 16, 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
7.9%
$225
+29%
$5.5T
11.1x
55%
75%
68%
51%
149%
$5M
US
6.1%
$345
+62%
$4.2T
7.2x
23%
64%
48%
-4%
70%
$2M
US
5.3%
$495
-2%
$3.7T
9.1x
18%
66%
62%
8%
80%
$1M
US
4.1%
$263
+15%
$2.8T
3.2x
15%
52%
29%
-3%
42%
$455K
TW
5.2%
$75
+97%
$1.9T
9.0x
36%
67%
74%
30%
116%
$1M
US
5.0%
$393
+33%
$1.9T
11.9x
66%
72%
68%
51%
133%
$2M
US
4.8%
$590
-20%
$1.5T
5.3x
23%
80%
57%
-8%
85%
$3M
US
4.4%
$342
+3%
$1.4T
11.5x
13%
19%
15%
-7%
26%
$704K
KR
4.0%
$187
+273%
$1.2T
1.8x
52%
74%
62%
39%
178%
$2M
US
3.5%
$972
+719%
$1.1T
4.4x
94%
86%
88%
50%
234%
$705K
US
5.1%
$514
+216%
$840B
11.2x
65%
55%
32%
18%
73%
$1M
KR
5.0%
$116
-36%
$823B
2.4x
83%
85%
83%
51%
342%
$2M
NL
4.2%
$1,822
+145%
$700B
11.8x
28%
56%
45%
32%
76%
$859K
CN
3.3%
$8
-
$547B
8.7x
-
82%
84%
49%
485%
-
US
2.6%
$151
-33%
$434B
5.7x
36%
57%
56%
-48%
81%
$416K
US
2.5%
$174
+11%
$418B
38.3x
58%
87%
63%
57%
144%
$1M
US
2.5%
$332
+232%
$416B
11.6x
44%
53%
42%
26%
79%
$1M
US
2.4%
$507
+215%
$403B
9.2x
32%
51%
37%
23%
59%
$777K
US
1.9%
$491
+300%
$317B
1.8x
28%
20%
12%
7%
61%
$1M
GB
1.8%
$279
+102%
$298B
43.0x
28%
95%
49%
29%
67%
$591K
DE
1.4%
$208
-22%
$240B
4.8x
10%
74%
33%
25%
41%
$387K
US
1.3%
$217
+105%
$221B
32.7x
23%
79%
31%
32%
51%
$476K
US
1.3%
$234
-4%
$221B
3.9x
4%
59%
28%
23%
32%
$235K
US
1.2%
$222
+253%
$199B
14.0x
43%
57%
41%
25%
80%
$1M
US
1.1%
$166
+3%
$174B
4.0x
4%
53%
32%
23%
33%
$852K
US
1.0%
$196
-24%
$161B
3.9x
10%
81%
41%
33%
52%
$543K
US
0.8%
$339
-13%
$130B
4.9x
9%
66%
29%
16%
37%
$449K
US
0.8%
$124
-32%
$128B
7.3x
20%
79%
39%
36%
61%
$455K
US
0.7%
$329
+40%
$114B
16.4x
28%
72%
18%
24%
44%
$598K
US
0.6%
$264
-27%
$105B
3.8x
10%
90%
46%
39%
58%
$758K
US
0.6%
$255
+87%
$92B
17.3x
25%
80%
26%
27%
56%
$423K
US
0.5%
$485
-5%
$84B
10.4x
7%
-
54%
37%
61%
$480K
US
0.5%
$59
+162%
$78B
1.9x
15%
36%
20%
9%
46%
$512K
NL
0.5%
$278
+306%
$75B
8.9x
279%
74%
54%
-243%
572%
$386K
CN
0.5%
$162
-
$75B
50.2x
231%
36%
-42%
-36%
413%
$98K
US
0.4%
$105
+2%
$58B
4.9x
114%
70%
61%
-136%
209%
$2M
US
0.3%
$322
+77%
$56B
20.9x
74%
71%
42%
46%
161%
$1M
US
0.3%
$219
-
$52B
20.9x
-
41%
35%
-82%
78%
$1M
AE
0.3%
$6
+17%
$50B
2.8x
7%
68%
44%
14%
53%
$3M
US
0.3%
$199
-14%
$49B
4.3x
11%
79%
34%
30%
44%
$468K
CH
0.3%
$54
+98%
$48B
2.8x
20%
39%
27%
8%
46%
$238K
CN
0.3%
$111
-
$44B
48.1x
107%
63%
13%
-
131%
-
CN
0.3%
$2
+7%
$44B
2.2x
5%
43%
-
-
-
$735K
CN
0.2%
$86
-
$40B
55.0x
75%
65%
7%
-
134%
-
CN
0.2%
$20
-
$38B
23.1x
39%
32%
41%
-
79%
-
US
0.2%
$460
+46%
$37B
10.6x
19%
75%
22%
19%
40%
$443K
CN
0.2%
$13
+12%
$35B
1.6x
4%
41%
20%
6%
18%
$533K
US
0.2%
$103
+3%
$26B
5.7x
9%
39%
26%
21%
32%
$4M
US
0.2%
$40
-4%
$26B
0.5x
61%
10%
8%
0%
82%
$4M
US
0.1%
$46
+8%
$19B
47.2x
54%
48%
-119%
-184%
-20%
$115K
US
0.1%
$376
+19%
$18B
3.2x
9%
49%
23%
16%
39%
$504K
CN
0.1%
$11
+27%
$17B
13.1x
38%
46%
70%
-
114%
$589K
CN
0.1%
$6
-17%
$15B
3.0x
18%
43%
11%
6%
28%
$258K
CN
0.1%
$42
-
$15B
-
-
-
-
-
-
$205K
CN
0.1%
$53
-
$14B
17.6x
148%
55%
12%
24%
168%
$224K
US
0.1%
$7
+24%
$14B
106.7x
1038%
23%
-624%
-605%
-4944%
$2K
SE
0.1%
$20
-20%
$13B
5.0x
-6%
-
15%
-
14%
$576K
CN
0.1%
$5
-
$12B
11.9x
253%
53%
12%
-11%
92%
$194K
US
0.1%
$66
+49%
$11B
8.8x
11%
71%
32%
26%
45%
$362K
US
0.1%
$32
-29%
$11B
2.1x
17%
65%
20%
7%
37%
$1M
BE
0.1%
$87
-1%
$10B
2.1x
3%
-
9%
4%
8%
$75K
US
0.1%
$50
-38%
$10B
1.2x
-16%
24%
19%
7%
-19%
$146K
US
0.1%
$52
-31%
$9.4B
5.5x
24%
65%
6%
-3%
30%
$335K
RO
0.1%
$16
+43%
$8.3B
3.8x
9%
84%
26%
24%
35%
$416K
CN
0.0%
$34
-
$8B
-
-
-
-
-
-
$253K
US
0.0%
$21
+36%
$7.9B
110.7x
85%
75%
-212%
-217%
-226%
$112K
IL
0.0%
$9
-36%
$7.6B
2.9x
8%
66%
24%
16%
29%
$459K
CN
0.0%
$0
-35%
$7.3B
5.4x
30%
-
7%
-
28%
$198K
JP
0.0%
$42
+59%
$6.8B
1.3x
5%
37%
13%
4%
18%
$140K
US
0.0%
$20
+41%
$6.5B
9.2x
80%
59%
51%
-257%
147%
$982K
CN
0.0%
$12
-6%
$5.8B
6.3x
67%
49%
6%
6%
108%
$135K
AE
0.0%
$1
+3%
$5.6B
4.3x
24%
40%
26%
16%
50%
$3M
US
0.0%
$43
-10%
$5.5B
1.1x
30%
23%
14%
20%
38%
$1M
US
0.0%
$9
+58%
$5.3B
4.7x
135%
45%
-7%
-25%
932%
$373K
CA
0.0%
$9
+130%
$5.2B
7.7x
12%
77%
23%
17%
33%
$302K
KR
0.0%
$51
-16%
$4.5B
0.1x
9%
14%
10%
20%
23%
-
CN
0.0%
$1
-24%
$4.3B
18.8x
32%
90%
-11%
-15%
0%
$147K
US
0.0%
$38
+24%
$4.2B
3.9x
7%
82%
26%
26%
34%
$534K
US
0.0%
$6
-
$4.1B
12.2x
2598%
-
71%
-775%
-
-
CN
0.0%
$3
-18%
$3.6B
-
-
-
-
-
-
$264K
CN
0.0%
$18
+3%
$3.5B
7.7x
27%
87%
28%
-
54%
-
CA
0.0%
$11
-
$3.5B
361.6x
27%
95%
-1370%
-1332%
-991%
$14K
US
0.0%
$66
-26%
$3.3B
-
-
-
-
-
20%
$189K
US
0.0%
$7
-43%
$3.3B
10.8x
36%
51%
-16%
-31%
12%
$201K
CN
0.0%
$9
-37%
$3.2B
10.8x
39%
32%
-6%
-
12%
$216K
US
0.0%
$21
-
$3B
139.7x
-
59%
-
-
-
-
US
0.0%
$65
-
$2.9B
-
-
-
-
-
-
-
US
0.0%
$13
-
$2.9B
48.2x
29%
34%
-110%
-30%
-89%
$143K
PH
0.0%
$0
-11%
$2.8B
1.4x
5%
-
23%
-
27%
$237K
US
0.0%
$76
-
$2.7B
1.9x
1220%
66%
60%
-267%
7561%
$63K
US
0.0%
$28
+32%
$2.6B
1.4x
0%
62%
28%
26%
27%
$292K
IN
0.0%
$17
-19%
$2.5B
6.2x
20%
38%
23%
13%
44%
$459K
US
0.0%
$21
-35%
$2.3B
3.7x
9%
68%
28%
23%
34%
$324K
AE
0.0%
$0
-11%
$2.2B
2.2x
13%
-
39%
-51%
51%
$2M
CN
0.0%
$8
-
$2.2B
8.7x
-
31%
-
-
-
$82K
CN
0.0%
$5
-
$2.1B
11.3x
55%
51%
-1%
-
40%
$131K
CN
0.0%
$12
-
$2.1B
-
-
-
-
-
-
$105K
CN
0.0%
$2
-35%
$1.9B
20.9x
7%
62%
23%
-
20%
-
CN
0.0%
$2
-39%
$1.8B
1.0x
-
20%
-
-
-
$12M
IN
0.0%
$6
-23%
$1.7B
-
-
-
-
-
46%
$397K

Explore More Indexes

Start Your
Free Trial Today

Try Multiples for free for 3 days. Got questions or need a demo? Schedule a call with us below.

Start Trial