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)2-6 weeks (vendor: weeks, not months) (~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.No seat tiers: unlimited users on every plan; Advisor/MSP licensing is bought as Assessment-Only or Full Feature Spokes.
Implementation friction3/53/5
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.Government agencies and regulators needing sovereign data residency and AI that runs inside their own boundary.; Defense contractors and critical infrastructure operators with air-gapped, segmented or OT environments.; Complex multi-entity enterprises running many frameworks across distributed business units.; Advisors, MSPs and vCISO providers delivering white-label GRC services to many clients from one hub.; Security, risk and compliance teams that must keep ISO 27001, NIST CSF, DORA, SOC 2, Essential Eight or IRAP obligations audit-ready.
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.Startups and small businesses looking for a cheap self-serve checklist tool.; Teams that only need a single framework and have no multi-entity or sovereign requirements.; Organizations unwilling to run structured onboarding and Hub & Spoke configuration.; Buyers who need a published self-checkout list price before talking to sales.
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 Not listed
ISO 27001 Not listed 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 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)Not recorded
HeadquartersNot recordedNot recorded
PhoneNot listedNot listed
EmailNot listedNot listed
Live chatNot listedNot listed
Support portal / ticketsNot listedPlan not stated
Community forumNot listedAll plans
Help centre / docsNot listedAll plans
Dedicated account managerEnterprise onlyAll plans
In person / on-siteNot listedNot listed
Support hoursNot recordedNot recorded
Response timeNot statedNot stated
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 workflowsCopilot / assistant; Document processing; NLP automation; Agentic workflows; AI governance tooling
Built around AI?AI-nativeAI added to an existing product
Trains on your dataNot recorded — ask the vendorNever trains on your data
Runs onNot recordedNot recorded
AI pricingNot recordedIncluded in the plan
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
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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