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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Prices and medians update for the tier you select.

Compare at

Guardian Failure Detection · Pro

No Pro plan

—

Pro-agent median

$107

across 4 priced agents

vs Pro agents

No comparison

Guardian Failure Detection doesn't sell Pro

ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.

Market density

0th pctile

0 competing vendors

Comparable listings · 30d

—

Agents · Pro median

$107/mo

4 priced · $79.25–$150 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 4.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 4 of 9 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.

AAgents1Ranked by similarity

Guardian Failure Detectionthis listing

● AGENT

no public price

PPlatforms1Ranked by similarity

agentsproof

● PLATFORM61% similar

$24.17/mo Pro

-17% vs Pro median

OOther2Ranked by similarity

agentevals_via_github

● OTHER60% similar

no public price

image_analysis_router

● OTHER60% similar

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.