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Side-by-side compare

Up to 3 solutions, scored on the same value metrics.

Cloudflare, Inc. logoCloudflare

Cloudflare, Inc.

4.5/5
Abnormal AI, Inc. logoAbnormal

Abnormal AI, Inc.

4.0/5
ROI categoryrisk compliancerisk compliance
Time-to-ValueSame day for CDN/DNS; weeks for full SASE rollouts (~1d)Under 2 weeks (~14d)
Typical annual TCO$2,400/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersNo seat minimum on web plans; Zero Trust free up to 50 users, then $7 per active user/month billed monthlyNot listed
Implementation friction2/52/5
Friction meter
Best forTeams consolidating CDN, WAF, DDoS, DNS and Zero Trust point tools onto one global network and control plane; Security leaders who must protect employee traffic, apps, APIs and AI usage under a single policy engine; Developers and startups wanting a free tier for DNS, CDN and SSL, then usage-based serverless compute; Enterprises with a global user base: 335+ cities and 95% of the Internet-connected population within 50ms; Product teams building AI agents, RAG search or MCP servers without managing GPUsSecurity teams replacing legacy secure email gateways (SEG) with API-based, autonomous detection; Organizations on Microsoft 365 or Google Workspace that want deployment with no agents or MX changes; Enterprises needing behavioral detection of BEC, account takeover, credential phishing and GenAI social engineering; Security leaders who want AI to investigate and respond autonomously while showing evidence; Companies that also need identity hardening and governance of internal AI agent/tool use
Not forBuyers who require a self-hosted or single-tenant deployment of the security stack; Companies with no public web, API or corporate network edge footprint to protect; Teams looking for vertical business apps such as ERP, HR, ITSM or CRM; Organizations that cannot route DNS or traffic through a third-party reverse proxy; Cost-only buyers comparing on headline price rather than consolidated TCOVery small businesses looking for a low-cost, self-serve email filter with published list pricing; Teams without security operations capacity to configure and tune enterprise security controls; Buyers who require public per-seat pricing and self-service signup before a sales process; Organizations that need an SMB-grade spam filter rather than behavioral threat detection

Stack fit matrix

SalesforceNot supportedNot supported
AWSNot supportedNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNative
Microsoft 365Not supportedNative
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported

Compliance

SOC 2 Not listed Listed
ISO 27001 Not listed Listed
GDPR Not listed 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
AI app-builder checkwhat this checksNo cautionNo caution

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.

Founded2009 (17 yrs)2018 (8 yrs)
HeadquartersSan Francisco, USNot recorded
PhoneEnterprise onlyNot listed
EmailNot listedNot listed
Live chatPlan not statedNot listed
Support portal / ticketsPaid plansPlan not stated
Community forumAll plansNot listed
Help centre / docsAll plansNot listed
Dedicated account managerNot listedNot listed
In person / on-siteNot listedNot listed
Support hours24/7Not 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 workflows; AI searchAnomaly detection; Predictive analytics; Agentic workflows
Built around AI?AI added to an existing productAI-native
Trains on your dataNot recorded — ask the vendorNot recorded — ask the vendor
Runs onMeta (Llama), GoogleNot recorded
AI pricingBilled by usage or creditsNot 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

Typical annual cost × Time-to-value

$0/yr$4/yr$48/yr$500/yr$5k/yr0d4d8d11d15dAnnual TCO ← betterDays to value better →Quick & CheapQuick & PriceySlow & CheapSlow & Pricey

The lines cross at the median of the solutions shown, so about half sit on each side of each line.

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