Waabi vs OpsLevel

Side-by-side comparison of AI visibility scores, market position, and capabilities

Waabi leads in AI visibility (72 vs 24)
Waabi logo

Waabi

LeaderTransportation

General

Toronto autonomous trucking AI with $280M+ raised ($200M Series B, Uber/Khosla, 2024); Volvo VNL Autonomous truck partnership targeting 2025 driverless launch competing with Aurora Innovation for Class 8 freight.

AI VisibilityBeta
Overall Score
B72
Category Rank
#98 of 1158
AI Consensus
63%
Trend
down
Per Platform
ChatGPT
63
Perplexity
78
Gemini
76

About

Waabi is a Toronto, Ontario-based autonomous trucking company — having raised over $280 million including a $200 million Series B in June 2024 led by Uber and Khosla Ventures — developing the Waabi Driver, an end-to-end generative AI system that operates Class 8 trucks without human safety drivers using a single interpretable neural network rather than the rule-based stacks used by competitors. Founded in 2021 by CEO Raquel Urtasun (University of Toronto professor, former Chief Scientist of Uber ATG, and endorsed by NVIDIA CEO Jensen Huang and AI pioneer Geoffrey Hinton), Waabi has partnered with Volvo Autonomous Solutions to produce the Volvo VNL Autonomous truck — featuring Waabi's AI driver integrated with six redundant safety systems and manufactured at Volvo's New River Valley plant in Virginia. Waabi runs autonomous freight shipments for Fortune 500 companies through its Uber Freight partnership in Texas, and has demonstrated complete autonomous driving capability across highways and general surface streets with driverless commercial operations targeting 2025.

Full profile
OpsLevel logo

OpsLevel

EmergingDeveloper Tools

Developer Portal

OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
22
Perplexity
18
Gemini
26

About

OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.

Full profile

AI Visibility Head-to-Head

72
Overall Score
24
#98
Category Rank
#1
63
AI Consensus
67
down
Trend
up
63
ChatGPT
22
78
Perplexity
18
76
Gemini
26
77
Claude
32
74
Grok
28

Capabilities & Ecosystem

Capabilities

Only OpsLevel
Developer Portal

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