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Market around modelfuzz

Runtime security tooling for AI agents that scans OpenAI-compatible endpoints for prompt-injection vulnerabilities and blocks unsafe tool calls with policy checks at execution time.

Visit modelfuzz.com ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from modelfuzz.com/ on 2026-08-25.

Explore the market

Prices and medians update for the tier you select.

Compare at
modelfuzz · Pro
No Pro plan
—
Pro-provider median
$29
across 2 priced providers
vs Pro providers
No comparison
modelfuzz doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
72nd pctile
213 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$89/mo
2 priced · $84–$94 mid 50%
MCP servers · Pro median
$35/mo
5 priced · $30–$49 mid 50%
Platforms · Pro median
$79/mo
3 priced · $54–$139 mid 50%
Frameworks · Pro median
$29/mo
2 priced · $24–$34 mid 50%

Agents cost 2.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 8 of 12 providers priced · log scale · $19 → $99/mo
Agents MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)modelfuzz has no comparable Pro price — not plotted

Products in this market

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

FFrameworks15Ranked by relevance
modelfuzzthis listing
● FRAMEWORK · relevance 100%
no public price
spidershield
● FRAMEWORK · relevance 83%
$39/mo Pro
+34% vs Pro median
gensee_crate
● FRAMEWORK · relevance 81%
no public price
hermes_katana
● FRAMEWORK · relevance 79%
no public price
assay
● FRAMEWORK · relevance 78%
no public price
openparallax
● FRAMEWORK · relevance 77%
no public price
agent_action_guard
● FRAMEWORK · relevance 77%
no public price
actionrail
● FRAMEWORK · relevance 77%
no public price
thumbgate
● FRAMEWORK · relevance 76%
$19/mo Pro
-34% vs Pro median
owasp_agent_memory_guard
● FRAMEWORK · relevance 76%
no public price
failproof_ai
● FRAMEWORK · relevance 76%
no Pro plan
entry $99/mo
agentnest
● FRAMEWORK · relevance 76%
no public price
CAI Framework
● FRAMEWORK · relevance 75%
no Pro plan
entry $388/mo
nio_agent_guard
● FRAMEWORK · relevance 75%
no public price
proto_agent
● FRAMEWORK · relevance 74%
no public price
AAPIs1Ranked by relevance
zenguard
● API · relevance 85%
no public price
OOther7Ranked by relevance
Lakera AI Agent Security Platform
● OTHER · relevance 82%
no public price
xaidr
● OTHER · relevance 81%
no public price
obsidian_agent_runtime_securit
● OTHER · relevance 80%
no public price
Endpoint Protector
● OTHER · relevance 79%
no public price
asl_v6
● OTHER · relevance 76%
no public price
Prism-Eval
● OTHER · relevance 76%
no public price
fabraix_playground
● OTHER · relevance 75%
no public price
AAgents11Ranked by relevance
AgentInterdict
● AGENT · relevance 81%
$79/mo Pro
-11% vs Pro median
vaikora_ai_runtime_control
● AGENT · relevance 79%
no public price
Evo
● AGENT · relevance 77%
no Pro plan
entry $25/mo
AI Security Platform
● AGENT · relevance 77%
no public price
ment_tech_ai_security
● AGENT · relevance 77%
no public price
inkog
● AGENT · relevance 77%
$99/mo Pro
+11% vs Pro median
Agentic Development Security Platform
● AGENT · relevance 75%
no public price
f5_ai_red_team
● AGENT · relevance 75%
no public price
trustshell
● AGENT · relevance 75%
no public price
Akto AI Agent Security Platform
● AGENT · relevance 75%
no public price
probeagent
● AGENT · relevance 74%
no public price
MMCP servers6Ranked by relevance
EM
EMA Prompt Injection Firewall v3.1.0
● MCP · relevance 81%
no Pro plan
entry $10/mo
Shrike Security
● MCP · relevance 81%
$99/mo Pro
+183% vs Pro median
Vaultak
● MCP · relevance 77%
$49/mo Pro
+40% vs Pro median
heeler
● MCP · relevance 75%
$25/mo Pro
-29% vs Pro median
cinch_ai_security
● MCP · relevance 74%
no public price
AIM Guard
● MCP · relevance 74%
no public price
PPlatforms10Ranked by relevance
dros_vep_lite
● PLATFORM · relevance 78%
no public price
clawsecure
● PLATFORM · relevance 77%
$29/mo Pro
-63% vs Pro median
Lunar
● PLATFORM · relevance 76%
no public price
ironcurtain
● PLATFORM · relevance 76%
no public price
Levo AI
● PLATFORM · relevance 75%
no public price
Fullmakt
● PLATFORM · relevance 75%
no public price
general_analysis
● PLATFORM · relevance 75%
no public price
agentleak
● PLATFORM · relevance 75%
no public price
guardian_agent
● PLATFORM · relevance 74%
no public price
aming_claw
● PLATFORM · relevance 74%
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.