Smart City Index 2023

IMD Smart City Index 2023: Results In Alphabetical Order By City with 2023 Deep Dive and 2021 Comparison (2023 Methodology Applied)

Smart City Rank 2023

Smart City Rank 2023

Smart City Rating 2023

Smart City Rating 2023

Structure 2023

Technology 2023

Smart City Rank 2021

Structure 2023

Technology 2023

Smart City Rank 2021

Change

Change

City

City

▼ -14 ▼ -5

▼ -14 ▼ -15

Mumbai

109

CC

CC

CCC

95 15

San Francisco

68

BB

BB

BB

54

Munich

20 96

AA

AA

A

San José

127 140 119 130

C

CC

C

112

▬

▬

Muscat

B

B

CCC

NEW

Sana’a

D

D

D

NEW 107 117

▼ -16 ▼ -1 ▼ -2 ▼ -16

▼ -12 ▼ -13 ▼ -17 ▲ 2 ▲ 7 ▼ -6

Nairobi

131

C

C

C

115

Santiago

C

C

C C

Nanjing

58 21 77

CCC

CCC

CCC

57 19 61

Sao Paulo

D

D

New York

BBB

BBB

A

Seattle

55 16 25 66

BB

BB

B

38 18 32 60

Newcastle

CCC

B

CC

Seoul

AA

BBB

AAA

▬

Nicosia

117

C

CC

C

NEW

Shanghai

BB

BB

BB

▼ -8

Osaka

98

B

BB

CCC

90

Shenzhen

CCC

CCC

CCC

▬ ▬

▬

Oslo

2

AAA

AAA

A

2

Singapore

7

A

A

A

7

▼ -8

Ottawa

40 46 92 93 14

A

AA

BBB

NEW

Sofia

111

CC

CC

CC

103

▲ 3 ▼ -7 ▼ -16 ▼ -4 ▼ -17

▲

1

Paris

BBB

BB

A

49 85 77 10

Stockholm

10 18 29 32 91 43 67 72 48

A

A A

A

11 29 25 24 59 35 50 67 31

▲ 11 ▼ -4 ▼ -8 ▼ -32 ▼ -8 ▼ -17 ▼ -5 ▼ -17

Philadelphia

B

B

B

Sydney

AA

AA

Phoenix

CC

CCC

CC

Taipei City

A

BBB BBB

A

Prague

AA

A

A

Tallinn

BBB

BB BB

Rabat

126

C

C

C

109

Tel Aviv

B

B

▬ ▬

Reykjavik

26 83

BBB

A

BBB

NEW NEW

The Hague

A

A

A

Riga

B

B

B

Tianjin

BB BB

B

BB BB

▼ -18 ▲ 9 ▼ -11 ▲ 2

Rio de Janeiro

136

D

D

D

118

Tokyo

BB

Riyadh

30

BB

B

BB

39

Toronto

BBB

BBB

BBB

▬

Rome

122

CCC

CCC

CCC

111

Tunis

137

D

D

D

NEW

▼ -14

Rotterdam

41

A

BBB

A

43

Vancouver

42

A

A

BBB

28

IMD Smart City Index 2023

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