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Market around Guardian Failure Detection

An image-based tool that assesses whether a robot completed a task successfully using start and end views, a scene image, task descriptions, and optional subtasks.

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Explore the market

Prices and medians update for the tier you select.

Compare at
Guardian Failure Detection · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Guardian Failure Detection doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
0th pctile
0 strong substitutes
Price momentum · 30d
-44.9%
Agents · Pro median
$157/mo
2 priced · $123–$190 mid 50%
MCP servers · Pro median
$25/mo
1 priced · $25–$25 mid 50%
Platforms · Pro median
$29/mo
3 priced · $26.59–$114 mid 50%

Agents cost 6.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 3 of 8 providers priced · log scale · $24.17 → $199/mo
Agents Platforms◻ shaded = middle 50% · line = median (all types)Guardian Failure Detection has no comparable Pro price — not plotted

Products in this market

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

OOther7Ranked by relevance
Guardian Failure Detectionthis listing
● OTHER · relevance 100%
no public price
agentevals_via_github
● OTHER · relevance 60%
no public price
image_analysis_router
● OTHER · relevance 60%
no public price
clawbench
● OTHER · relevance 59%
no public price
github_vladyslavusenkobasalt_m
● OTHER · relevance 58%
no public price
linejudge
● OTHER · relevance 56%
no public price
kalytera
● OTHER · relevance 56%
no Pro plan
entry $49/mo
PPlatforms5Ranked by relevance
agentsproof
● PLATFORM · relevance 61%
$24.17/mo Pro
-17% vs Pro median
ctf_agent_benchmark
● PLATFORM · relevance 59%
no public price
vasari
● PLATFORM · relevance 56%
no public price
litefuse
● PLATFORM · relevance 56%
$199/mo Pro
+586% vs Pro median
Agentic Evaluation Platform
● PLATFORM · relevance 55%
no public price
MMCP servers19Ranked by relevance
evalgate_mcp
● MCP · relevance 59%
no public price
IM
Image Analysis Server
● MCP · relevance 59%
no Pro plan
entry $10/mo
Claude Image Recognition MCP
● MCP · relevance 58%
no public price
DE
deepresearch_bench_ii
● MCP · relevance 58%
no public price
image_handler
● MCP · relevance 57%
no public price
uisight
● MCP · relevance 57%
no public price
verificate_mcp
● MCP · relevance 57%
no public price
deepseek_eyes_2
● MCP · relevance 57%
no public price
EagleEye MCP
● MCP · relevance 57%
no public price
dali_prompt_scorer
● MCP · relevance 56%
no public price
omni_image_tools_mcp
● MCP · relevance 56%
no public price
MCP Vision Server
● MCP · relevance 56%
no public price
getabrain
● MCP · relevance 56%
no public price
Agent Vision
● MCP · relevance 56%
no public price
Waymark
● MCP · relevance 56%
$25 usage Pro
not monthly-comparable
zai_mcp_plus
● MCP · relevance 56%
no public price
shrimp_task_manager
● MCP · relevance 55%
no public price
primate_intelligence_mcp
● MCP · relevance 55%
no public price
AI Web Tester
● MCP · relevance 55%
no public price
FFrameworks3Ranked by relevance
bound
● FRAMEWORK · relevance 57%
no public price
deepeval
● FRAMEWORK · relevance 56%
no public price
niceeval
● FRAMEWORK · relevance 56%
no public price
AAgents9Ranked by relevance
html2style
● AGENT · relevance 57%
no public price
moderation_agent_cloudinary
● AGENT · relevance 57%
$89/mo Pro
-43% vs Pro median
feedback_aide
● AGENT · relevance 56%
no public price
glideappscom
● AGENT · relevance 56%
no Pro plan
entry $25/mo
TALENS
● AGENT · relevance 56%
no public price
comprehensive_ai_agent_capabil
● AGENT · relevance 55%
no public price
anybotics_autonomous_legged_ro
● AGENT · relevance 55%
no public price
reprosight
● AGENT · relevance 55%
no public price
web_design_enhancer
● AGENT · relevance 55%
no public price
AAPIs1Ranked by relevance
cohesion
● API · relevance 55%
no Pro plan
entry $299/mo

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.