Based only on the facts in our directory. The right pick still depends on the job you need done.
Lower starting price
Not comparable
Not comparable: Hailo does not list a price
Free plan
Datature
Only Datature has one
Higher rating
Hailo
3.9 against 4.3
Same job?
Yes
Both are AI Infrastructure & Agent Tooling tools
Side by side
Compared on
Datature
Hailo
Our rating
3.9
4.3Better
Starts at
$299/mo
Not listed
Free plan
YesBetter
No
Category
AI Infrastructure & Agent Tooling
AI Infrastructure & Agent Tooling
Plans
From $299/mo
See pricing
Key features
No-code model training covering annotation through deployment
AI-assisted IntelliBrush tool for faster image and video annotation
Support for state-of-the-art architectures including YOLOv8
Dataset version control and experiment tracking built into the platform
Free Developer tier for individuals and small-scale projects
Hailo-8 AI processor delivers up to 26 tera-operations per second in a chip smaller than a coin
Hailo-10H module supports generative AI and on-device LLM inference at the edge
Optimized for power- and space-constrained deployments in cameras, robots, and vehicles
Dataflow Compiler and HailoRT SDK for developers building and deploying models
Deployed across smart city, automotive, manufacturing, agriculture, and retail applications
Pros
Covers the full computer vision pipeline (label, train, deploy) in one platform rather than stitching tools together
Free Developer tier gives a real path to try the platform before committing budget
6,000+ teams across varied industries suggest the tooling generalizes beyond one niche
Data-center-class inference performance in a chip built for strict power and size budgets
Broad vertical deployment across automotive, retail, security, and robotics shows validated technology
Backed by $340M+ in funding and a $1.2B valuation, pointing to long-term viability
Cons
Professional plan jumps to $499/month on monthly billing if a team is not ready to commit annually
No-code training trades some flexibility that a custom-coded pipeline would give experienced ML teams
Enterprise pricing and support-level details require a direct conversation rather than transparent self-serve tiers
No public per-unit or licensing pricing; OEM and enterprise deals go through direct sales
Requires hardware integration and embedded-systems expertise, not a plug-in software tool
Competes directly against larger, better-resourced edge-AI chip makers
Company
Datature, founded 2019
Hailo, founded 2017
Prices come from each vendor's pricing page, last checked 20260804. Check the vendor before you buy.
FAQ
Questions people ask
Is Datature better than Hailo?
In our reviews Datature scores 3.9 and Hailo scores 4.3. The better pick depends on the job. Datature: A no-code computer vision platform for training, deploying, and monitoring image and video AI models. Hailo: Energy-efficient AI processors that bring data-center-class inference to edge devices.
Datature
Hailo
