Winnow Solutions vs OpsLevel

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

Winnow Solutions leads in AI visibility (70 vs 24)
Winnow Solutions logo

Winnow Solutions

ChallengerFood Tech

AI Food Waste Intelligence

$41.9M total raised. 3,000+ commercial kitchen deployments globally. AI tracks every food discard in real time. IKEA cut waste 54% saving $37M. Deployed at Hilton, Marriott, Accor, Compass Group.

AI VisibilityBeta
Overall Score
B70
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
64
Perplexity
64
Gemini
68

About

Winnow Solutions is an AI food waste intelligence company that tracks every food discard in commercial kitchens using computer vision and weight sensors, providing chefs and kitchen managers with real-time data on what is being wasted, when, and why. The company has raised $41.9 million in total and deployed its Throw & Go system in 3,000+ commercial kitchens globally across Hilton, Marriott, Accor, Carnival Cruise, and Compass Group. IKEA food services cut food waste by 54% after deploying Winnow, saving $37 million annually across their café operations.

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

70
Overall Score
24
#1
Category Rank
#1
67
AI Consensus
67
up
Trend
up
64
ChatGPT
22
64
Perplexity
18
68
Gemini
26
61
Claude
32
75
Grok
28

Key Details

Category
AI Food Waste Intelligence
Developer Portal
Tier
Challenger
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Winnow Solutions
AI Food Waste Intelligence
Only OpsLevel
Developer Portal

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