Ambient.ai vs Roboflow vs Breed.dog

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Ambient.ai
vs
Competitor 1
Roboflow
Competitor 2
Breed.dog
Competitor 3
Suggested competitors for Ambient.ai: Verkada90% Spot AI89% Coram AI88% Avigilon85% Sightengine76% GeoSpy75% LTLoRA Tag75% FaceFinder74%
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3 tools · best value per row highlighted
Your tool Ambient.ai
ambient.ai
Ambient.ai is an agentic physical security platform that applies computer vision and an always-on reasoning layer to video so security teams can prevent incidents rather than only react to them.
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Competitor Roboflow
roboflow.com
Roboflow is a computer vision platform that turns images, videos and camera streams into structured data.
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Competitor Breed.dog
breed.dog
Dog owners upload a photo and get breed identification from a database spanning 360+ breeds across 100+ countries
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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5.8Kvisits/mo
MoM change
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▲ 66.2%
6-month growth
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-35.3%
Global rank web
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#5,883,945
Avg. last 3 months
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3.6K
Bounce rate lower is better
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35%
Pages / visit
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1.1
Visit duration
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Traffic sources
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Ambient.aiRoboflowBreed.dog
05K10K15K20KBreed.dog · 20KBreed.dog · 15.6KBreed.dog · 3.3KBreed.dog · 9KBreed.dog · 2.5KBreed.dog · 640Breed.dog · 1.5KBreed.dog · 3.5KBreed.dog · 5.8K1001K10K100KBreed.dog · 20KBreed.dog · 15.6KBreed.dog · 3.3KBreed.dog · 9KBreed.dog · 2.5KBreed.dog · 640Breed.dog · 1.5KBreed.dog · 3.5KBreed.dog · 5.8KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Free
Starting price
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$39per month · free tier available
Free
Free tier
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Free trial
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API access
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Plans
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Free Tier FreeCore $39/moEnterprise Custom
Free Free
Capabilities input → output
Input
DataVideo
ImagesVideo
Images
Output
Data
AppsData
Text
Skill level
Advanced
Advanced
Beginner-friendly
Categories
Research & AnalyticsAI Image Recognition
Development & CodeResearch & AnalyticsAI Developer ToolsAI Image Recognition+1 more
Research & AnalyticsAI Image Recognition
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
11
5
Image recognition
Image analysis
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Data labeling
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Dog breed identification
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Model training
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Object identification
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Security monitoring
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Dog breed information
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Image AI
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Image annotation
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Image segmentation
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Monitoring
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Security
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Agents
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Computer vision assistance
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Developer tools
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Dog care advice
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Dogs
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Events monitoring
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Workflows
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.