AI Models

Wayve

End-to-end deep learning for autonomous driving

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Pricing · PaidRising
The FalcoScan Intel PanelWayve · AI Models
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Rising
Market trend

AI Models AI has a narrow moat on average, from the moat scores of its rated products. What protects AI Models AI tools, and the widest moats

The Brief

What Wayve does

Wayve develops the Wayve AI Driver, general-purpose driving intelligence software that learns from data rather than relying on HD maps. It is built mainly for automakers that want to add driving automation to their vehicles, and it also powers rides in London through Uber. The software is sensor and hardware agnostic. Named work includes a fleet learning loop for training, evaluating and deploying foundation models, the Safety 2.0 framework, the GAIA generative world model, LINGO for explaining driving with natural language, and the WayveScenes101 dataset. No pricing is published.

How Wayve compares with its closest alternatives

None of the 5 closest alternatives has a free plan, and neither does Wayve. 2 of the 5 offer an API; FalcoScan's records show none for Wayve. Wayve was founded in 2017; the alternatives were founded between 2016 and 2024, 1 of them earlier. Wayve is based in London, United Kingdom; none of its 5 alternatives is in the United Kingdom. They are in China and the United States.

Market position · AI Models

How Wayve compares in AI Models

Wayve has high opportunity and sits in the top third of 455 live AI Models tools on FalcoScan. Across AI Models, the average opportunity score is 74.6 and the average saturation score 30.5. FalcoScan rates Wayve's own market position as open. 200 of the 455 operating AI Models tools have hot momentum, and FalcoScan has recorded 13 shutdowns in the category.

Wayve compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
WayveFounded 2017 · London, United KingdomHighOpenPaid—NoNoAPIRising
Pony.aiFounded 2016 · Beijing, ChinaHighOpenPaid—NoNo—Rising
WeRideFounded 2017 · Guangzhou, ChinaHighOpenPaid—NoNo—Rising
Figure AIFounded 2022 · Sunnyvale, United StatesHighOpenPaid—NoNo—Hot
Physical IntelligenceFounded 2024 · San Francisco, United StatesHighOpenPaid—NoYesAPIHot
Skild AIFounded 2023 · Pittsburgh, United StatesHighOpenPaid—NoYesAPIHot

Exact opportunity and saturation scores for all 6 of these, and where each ranks in AI Models.

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What it ships with

Capabilities & who uses it

The capabilities Wayve exposes to builders and the verticals it currently serves.

AI Capabilities
VisionRoboticsSelf DrivingFoundation Models
Industry Verticals
AutomotiveTransportation
Tagged

Wayve shows up when builders search for these

autonomous-drivingfrontierav2-0embodied-ai
Similar tools · AI Models

Alternatives to Wayve

Products still running that do the same job, from the ai models market and related ones, closest match first.

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Pony.ai

Autonomous driving from China's frontier

Opportunity High
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WeRide

Autonomous driving across vehicle classes

Opportunity High
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Figure AI

General-purpose humanoid robots

Opportunity High
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Physical Intelligence

Foundation models for robotics

Opportunity High
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Skild AI

Robotics foundation models

Opportunity High
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Black Forest Labs

State-of-the-art image generation models (FLUX)

Opportunity High
Freemium
Featured in
Questions

Wayve: common questions

Is Wayve free?

No. Wayve is a paid product.

What are the best alternatives to Wayve?

The closest alternatives to Wayve that are still running, matched on the AI capabilities, uses and audience they share, are Pony.ai, WeRide, Figure AI, Physical Intelligence, and Skild AI.

Is Wayve still running?

Yes. As of 2 November 2026, FalcoScan lists Wayve as operating at wayve.ai.

Where is Wayve based?

Wayve is headquartered in London, United Kingdom.

Does Wayve have an API?

FalcoScan's records show no public API for Wayve.

Who is Wayve for?

Wayve is built for automotive oems and enterprises.

How do I sign in to Wayve?

Sign in on Wayve's own website, wayve.ai. FalcoScan reviews Wayve but does not run its accounts, so logins, passwords and billing are handled by Wayve directly.

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