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Market around SCAM

An open-source benchmark by 1Password that evaluates whether AI agents recognize and avoid phishing, credential theft, and social engineering during realistic multi-turn workplace tasks.

Visit 1password.github.io ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
SCAM · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
SCAM doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
39th pctile
40 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$62/mo
2 priced · $43.5–$80.5 mid 50%
MCP servers · Pro median
$32/mo
2 priced · $23.5–$40.5 mid 50%
Platforms · Pro median
$26.59/mo
4 priced · $23.13–$39.25 mid 50%

Agents cost 1.9× MCP servers at the Pro tier.

Price spectrum · Pro plans · 5 of 10 providers priced · log scale · $15 → $99/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)SCAM has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches SCAM's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

OOther9Ranked by relevance
SCAMthis listing
● OTHER · relevance 100%
no public price
clawbench
● OTHER · relevance 75%
no public price
agent_temperament_test
● OTHER · relevance 72%
no public price
beyond_security_awareness_trai
● OTHER · relevance 71%
no Pro plan
entry $2/mo
Prism-Eval
● OTHER · relevance 70%
no public price
browser_use_challenge
● OTHER · relevance 69%
no public price
panguard_ai
● OTHER · relevance 69%
$25 one-time Pro
not monthly-comparable
ai_vendor_risk_assessment
● OTHER · relevance 68%
no public price
productresearchskill
● OTHER · relevance 67%
no public price
PPlatforms15Ranked by relevance
ctf_agent_benchmark
● PLATFORM · relevance 75%
no public price
agentleak
● PLATFORM · relevance 72%
no public price
matraix
● PLATFORM · relevance 72%
no public price
bottrade
● PLATFORM · relevance 71%
$19.99/mo Pro
-25% vs Pro median
Agentic Evaluation Platform
● PLATFORM · relevance 70%
no public price
lakera_red
● PLATFORM · relevance 69%
no public price
agentsproof
● PLATFORM · relevance 69%
$24.17/mo Pro
-9% vs Pro median
Configurable Agents
● PLATFORM · relevance 69%
no public price
klavis_ai
● PLATFORM · relevance 69%
no public price
agent_eval_harness
● PLATFORM · relevance 69%
no public price
charm_security
● PLATFORM · relevance 68%
no public price
mindgard
● PLATFORM · relevance 68%
no public price
agentavow
● PLATFORM · relevance 68%
no public price
general_analysis
● PLATFORM · relevance 68%
no public price
windows_agent_arena
● PLATFORM · relevance 68%
no public price
AAgents10Ranked by relevance
probeagent
● AGENT · relevance 73%
no public price
inkog
● AGENT · relevance 72%
$99/mo Pro
+60% vs Pro median
ment_tech_ai_security
● AGENT · relevance 71%
no public price
trustshell
● AGENT · relevance 69%
no public price
f5_ai_red_team
● AGENT · relevance 69%
no public price
comprehensive_ai_agent_capabil
● AGENT · relevance 68%
no public price
AgentLooper
● AGENT · relevance 68%
25 usage Pro
not monthly-comparable
straiker_ascend_ai
● AGENT · relevance 67%
no public price
Akto AI Agent Security Platform
● AGENT · relevance 67%
no public price
Evo
● AGENT · relevance 67%
no Pro plan
entry $25/mo
FFrameworks6Ranked by relevance
agentspec
● FRAMEWORK · relevance 72%
no public price
evalmonkey
● FRAMEWORK · relevance 71%
no public price
red_team_blue_team_agent_fabri
● FRAMEWORK · relevance 70%
no public price
actionrail
● FRAMEWORK · relevance 69%
no public price
bound
● FRAMEWORK · relevance 68%
no public price
niceeval
● FRAMEWORK · relevance 68%
no public price
MMCP servers10Ranked by relevance
polygraphso
● MCP · relevance 71%
$15/mo Pro
-53% vs Pro median
DE
deepresearch_bench_ii
● MCP · relevance 71%
no public price
Shield
● MCP · relevance 70%
no public price
cold-run
● MCP · relevance 69%
no public price
EM
EMA Prompt Injection Firewall v3.1.0
● MCP · relevance 69%
no Pro plan
entry $10/mo
SafeAgent Token Safety — 38 MCP Tools for DeFi Security
● MCP · relevance 69%
no public price
URL security scanner to protect AI agent workflows.
● MCP · relevance 69%
$49/mo Pro
+53% vs Pro median
tani
● MCP · relevance 68%
no public price
boardcheck
● MCP · relevance 68%
no public price
segentic_lab
● MCP · relevance 67%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.