CITYMIRROR

BY DATACORRIDOR

City assessment

How smart is Cleveland?

Cleveland scores 79.9% against the ISO 37120-series aligned smart city framework in 2026, ranked #74 of 386 by smart reach and #52 on the evidence alone, with every finding traceable to a public source.

Each criterion counts in full where the evidence shows it present, half where partial and nothing where absent, weighted by its category. 5 of 86 are not yet assessed and count as nothing until a finding is made either way. Last assessed 23 Oct 2026.

Smart reach rank

#74 / 386

Smart score

79.9%

Evidenced rank

#52 / 387

Criteria present

60 / 86

Evidence coverage

89.5%

Cleveland's smart city score by area

Data, Digital & Smart Foundation73%

9 present · 3 partial · 1 absent · 2 not yet assessed

Mobility & Transport80%

7 present · 5 partial · 0 absent

Environment, Energy & Climate84%

10 present · 2 partial · 0 absent · 1 not yet assessed

Infrastructure, Water & Waste82%

8 present · 2 partial · 0 absent · 1 not yet assessed

Health, Education, Safety & Inclusion85%

10 present · 2 partial · 0 absent · 1 not yet assessed

Economy, Innovation & Employment93%

7 present · 1 partial · 0 absent

Governance, Resilience & Operating Model71%

9 present · 2 partial · 3 absent

Where Cleveland is strong

  • ▸Open Data & Transparency
  • ▸Public Transport & Real-Time Information
  • ▸Green Space & Biodiversity
  • ▸Housing & Urban Planning
  • ▸Health & Digital Health

Where the evidence shows gaps

  • ▸Governance & Smart-City Operating Model · 2 absent
  • ▸Digital Government Services · 1 absent, 1 partial
  • ▸Smart Traffic & Electric Vehicles · 3 partial
  • ▸Critical Infrastructure Resilience · 1 absent
  • ▸Urban Data Platform & Digital Twin · 2 partial

Not yet assessed

5 of 86 criteria have no finding yet, either way. They count as nothing in the score until one is made, and they are not gaps.

  • Connectivity & ICT Infrastructure1 of 4
  • Energy & Smart Grid1 of 4
  • Inclusion & Civic Participation1 of 3
  • Solid Waste & Circular Economy1 of 4
  • Urban Data Platform & Digital Twin1 of 3

Evidence highlights

Open Data & Transparency · Official open data portal

The City of Cleveland operates an official Open Data Portal where the public can find authoritative datasets and tools made by the City.

https://data.clevelandohio.gov/api/search/v1

Open Data & Transparency · Clear open licensing

The Greater Cleveland Regional Transit Authority (GCRTA) provides a 'Developer’s License Agreement' that sets out the terms and conditions for using its real-time and static transportation data.

http://www.riderta.com/developers

Open Data & Transparency · High-value datasets published

The Greater Cleveland Regional Transit Authority (GCRTA) makes 'real-time and static transportation data' available to developers.

http://www.riderta.com/developers

Open Data & Transparency · Programmatic API access

The Greater Cleveland Regional Transit Authority (GCRTA) offers 'Developer Resources' and mentions that 'a number of apps use RTA's open data', indicating programmatic access to its real-time and static transportation data.

http://www.riderta.com/developers

About this assessment

Cleveland was assessed against the 86 criteria of the ISO 37120-series aligned smart city framework on 23 Oct 2026 by AI agents gathering evidence from official public sources. Each criterion is marked present, partial or absent, or left not yet assessed, and every finding links to where it was found. Cities are re-assessed in runs, not continuously: the latest finished on 24 Oct 2026.