Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrisk compliancerisk compliance
Time-to-Value~1 month to first merged fixes (~30d)2–4 weeks (~30d)
Typical annual TCO$0/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersUnlimited developers on all plans; no seat-based tiers.Enterprise-wide agreements; no published seat tiers
Implementation friction3/52/5
Friction meter
Best forEnterprise security teams carrying large SAST/SCA backlogs that manual triage and fix capacity cannot clear.; Platform and product security leaders rolling out AI coding agents who need independent proof that generated code was inspected.; Regulated organizations facing SEC, PCI DSS or EU CRA remediation deadlines that manual workflows cannot meet.; Teams that want fixes delivered as merge-ready PRs inside GitHub, GitLab, Bitbucket or Azure DevOps pipelines.; MSSPs and partners delivering mass remediation as a service on top of customers' existing scanners.Enterprise SOCs with high alert volume across identity, cloud and EDR telemetry; Security leaders who want tier-1 triage, enrichment and investigation run by AI agents; Buyers who prefer an outcome-based service over another console to operate; Organisations that need faster investigation throughput without hiring more analysts
Not forTeams looking for a scanner: Pixee consumes findings from SAST/SCA tools rather than replacing detection.; Small teams with no existing scanner output or CI/CD pipeline to integrate with.; Buyers who need a published self-serve price or free tier before talking to sales.; Organizations unwilling to grant automated access to their codebase for fix generation.Small teams with no dedicated security operations function; Buyers requiring publicly listed pricing before evaluation; Organisations that must keep all security data on-premises (no such deployment is documented)
Stack fit matrix
SalesforceNot supportedNot supported
AWSNot supportedNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNot supported
Microsoft 365Not supportedNot supported
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported
Compliance
SOC 2 Not listed Listed
ISO 27001 Not listed Not listed
GDPR Not listed Not listed
HIPAA Not listed Not listed
FedRAMP Not listed Not listed
CMMC Not listed Not listed
ISO 42001 Not listed Not listed
IAPP AIGPnamed staff Not listed Not listed
Company & support
Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.
Founded2023 (3 yrs)2024 (2 yrs)
HeadquartersNot recordedNot recorded
PhoneNot listedNot yet recorded
EmailNot listedNot yet recorded
Live chatNot listedNot yet recorded
Support portal / ticketsNot listedNot yet recorded
Community forumNot listedNot yet recorded
Help centre / docsNot listedNot yet recorded
Dedicated account managerEnterprise onlyNot yet recorded
In person / on-siteNot listedNot yet recorded
Support hoursNot recordedNot yet recorded
Response timeNot statedNot yet recorded
AI & MCP readiness
Whether each solution can join your AI stack, and what it asks of you to do so.
MCP connectionreaches AI clientsNot supportedNot supported
AI featuresAgentic workflowsAgentic workflows
Built around AI?AI-nativeAI-native
Trains on your dataNot recorded — ask the vendorNot recorded — ask the vendor
Runs onNot recordedNot recorded
AI pricingNot recordedNot recorded
Model keyNot recordedNot recorded
AI usage auditNot recordedNot recorded
Quadrant view
Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.
Quadrant view
Implementation friction × Value-Position score (estimate)
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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