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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