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Operant AI vs Upwind comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Operant AI
Ranking in API Security
23rd
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
Upwind
Ranking in API Security
12th
Average Rating
9.6
Reviews Sentiment
6.7
Number of Reviews
4
Ranking in other categories
Vulnerability Management (38th), Container Security (28th), Cloud Workload Protection Platforms (CWPP) (19th), Cloud Security Posture Management (CSPM) (24th), Cloud-Native Application Protection Platforms (CNAPP) (15th), Cloud Detection and Response (CDR) (7th), AI Security (11th)
 

Mindshare comparison

As of September 2026, in the API Security category, the mindshare of Operant AI is 3.1%, up from 0.4% compared to the previous year. The mindshare of Upwind is 3.9%, up from 3.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
API Security Mindshare Distribution
ProductMindshare (%)
Upwind3.9%
Operant AI3.1%
Other93.0%
API Security
 

Featured Reviews

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Mohammed Mudasser - PeerSpot reviewer
AI/ML Engineer at a educational organization with 501-1,000 employees
Runtime context has transformed how we prioritize exploitable cloud risks and protect workloads
I appreciate runtime context, which helps connect vulnerabilities and misconfigurations with actual workload behavior and network relationships, making it easier to prioritize remediation based on real exposure rather than simply working through a long list of security findings. The best features that stand out to me are contextual vulnerability prioritization, cloud workload visibility, and runtime security. I especially value how Upwind connects vulnerabilities with actual runtime behavior, which helps focus on exploitable risk rather than working through a long list of findings. It has helped us focus on actual exploitable risk instead of treating every vulnerability equally. By considering runtime activity, exposure, reachability, and sensitive data context, the team can prioritize remediation much faster and reduce unnecessary alert noise. I also value the runtime visibility and attack path context because it connects security findings with network behavior and actual workload. This makes investigations more actionable and helps the team move from simply detecting issues to understanding their real impact. The biggest positive impact has been the prioritization of cloud security risk and improved visibility. Instead of chasing every vulnerability, we can focus on issues that are actually exposed or active at runtime, which makes the security team more efficient and remediation more targeted.
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Top Industries

By visitors reading reviews
No data available
Outsourcing Company
13%
Financial Services Firm
9%
Healthcare Company
7%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

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What is your experience regarding pricing and costs for Upwind?
The pricing, setup cost, and licensing process were pretty reasonable.
What needs improvement with Upwind?
I would appreciate more customizable dashboards and reporting for different teams, such as security operations, engineering, and leadership. The runtime context is excellent, but tailoring those vi...
What is your primary use case for Upwind?
My main use case for Upwind is cloud security and workload protection. I primarily use it to gain visibility into cloud assets, vulnerabilities, and runtime risks, and I mainly use it to prioritize...
 

Comparisons

 

Also Known As

No data available
Upwind Security Upwind Platform for AWS Security Hub, Upwind Security Upwind for AWS Security Hub Extended
 

Overview

 

Sample Customers

Information Not Available
StockX, Yotpo, bill, Digital Turbine, nanit, CallRail, boomi
Find out what your peers are saying about Imperva, Orca Security, Akamai and others in API Security. Updated: September 2026.
913,806 professionals have used our research since 2012.