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: Groq does not list a price
Free plan
Groq
Only Groq has one
Higher rating
Tie
4.3 against 4.3
Same job?
Yes
Both are AI Infrastructure & Agent Tooling tools
Side by side
Compared on
Groq
Hailo
Our rating
4.3
4.3
Starts at
Free
Not listed
Free plan
YesBetter
No
Category
AI Infrastructure & Agent Tooling
AI Infrastructure & Agent Tooling
Plans
Free
See pricing
Key features
Custom LPU chips designed specifically for large language model inference
GroqCloud free developer tier alongside usage-based production pricing
Consistently ranks among the fastest publicly benchmarked inference speeds
Founded by Jonathan Ross, a former lead architect of Google's TPU
Popular backend choice for real-time voice AI and chat applications
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
Free developer tier makes it easy to benchmark speed before committing to production traffic
Inference speed is independently verified, not just a marketing claim
Strong fit for real-time, latency-sensitive applications like voice agents
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
Model selection is narrower than general-purpose inference providers running any open weight
Usage-based token pricing needs monitoring at high production volumes
Custom hardware means Groq depends on its own chip roadmap rather than commodity GPU supply
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
Groq, founded 2016
Hailo, founded 2017
Prices come from each vendor's pricing page, last checked 20260718. Check the vendor before you buy.
FAQ
Questions people ask
Is Groq better than Hailo?
In our reviews Groq scores 4.3 and Hailo scores 4.3. The better pick depends on the job. Groq: Custom LPU chips built by a former Google TPU architect for near-instant AI inference. Hailo: Energy-efficient AI processors that bring data-center-class inference to edge devices.
Groq
Hailo
