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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Compare at

Guardian Failure Detection · Pro

No Pro plan

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Pro-agent median

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insufficient comparable pricing

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

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MCP servers · Pro median

$29/mo

3 priced · —–— mid 50%

Price spectrum · Pro plans · 7 of 8 providers priced · log scale · $5 → $89/mo

Agents MCP servers 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

MMCP servers1Ranked by similarity

OOther1Ranked by similarity

Model Evaluation

● OTHER63% similar

no public price

PPlatforms1Ranked by similarity

Agentsproof

● PLATFORM61% similar

$24.17/mo Pro

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.