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Market around Failure Pattern Memory

An open-source Python project that records AI agent failures, classifies root causes with an LLM, stores patterns in SQLite, and warns agents about similar risks before tasks run.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Failure Pattern Memory · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Failure Pattern Memory doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
44th pctile
79 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$64/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 8 of 11 providers priced · log scale · $5 → $400/mo
Agents APIs Platforms◻ shaded = middle 50% · line = median (all types)Failure Pattern Memory has no comparable Pro price — not plotted

Products in this market

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

OOther8Ranked by similarity
Failure Pattern Memorythis listing
● OTHER
no public price
GenPark AI Agent Skill
● OTHER76% similar
no public price
Kalytera
● OTHER76% similar
no Pro plan
entry $49/mo
Reprospan
● OTHER75% similar
no public price
Self Learning Agent
● OTHER72% similar
no public price
workproof
● OTHER70% similar
no public price
RuleReceipt
● OTHER70% similar
no public price
Eval Skills
● OTHER70% similar
no public price
PPlatforms13Ranked by similarity
CodeSentry
● PLATFORM78% similar
no public price
Litefuse
● PLATFORM74% similar
$199/mo Pro
+211% vs Pro median
Snapback
● PLATFORM73% similar
$29/mo Pro
-55% vs Pro median
Dunetrace
● PLATFORM73% similar
no public price
Retrace
● PLATFORM72% similar
$99/mo Pro
+55% vs Pro median
Etna
● PLATFORM72% similar
$208/mo Pro
+224% vs Pro median
Kayba
● PLATFORM72% similar
no public price
RunDB
● PLATFORM72% similar
no public price
Agentcat
● PLATFORM72% similar
$90/mo Pro
+41% vs Pro median
Tessary
● PLATFORM72% similar
no public price
Agentwatch 2
● PLATFORM71% similar
no Pro plan
entry $49/mo
Agent Runtime Platform
● PLATFORM71% similar
no public price
Tracely
● PLATFORM70% similar
no public price
FFrameworks4Ranked by similarity
Agentrx Systematic Debugging F
● FRAMEWORK76% similar
no public price
ctrlrun
● FRAMEWORK73% similar
no public price
Unlost
● FRAMEWORK71% similar
no public price
Lucid
● FRAMEWORK70% similar
no public price
AAgents6Ranked by similarity
Alibi
● AGENT74% similar
no public price
The Context Company
● AGENT73% similar
$400/mo Pro
failstep
● AGENT73% similar
no public price
Culprit
● AGENT72% similar
no public price
Agentmetry 2
● AGENT71% similar
no public price
RepoSleuth
● AGENT70% similar
no public price
MMCP servers12Ranked by similarity
Younanix Memory MCP
● MCP74% similar
no public price
InspectAgents
● MCP73% similar
no public price
Pioneer
● MCP73% similar
no public price
Agent Trace MCP
● MCP72% similar
no public price
TH
ThumbGate
● MCP72% similar
no public price
Iris
● MCP72% similar
no public price
Agent Failure Archive
● MCP72% similar
no public price
GenPark Verbal Reflexion Loop Skill
● MCP72% similar
no public price
deadends.dev
● MCP71% similar
no public price
AgentLog MCP
● MCP71% similar
no public price
Agent Observability
● MCP70% similar
no public price
AgentScars
● MCP70% similar
no public price
AAPIs2Ranked by similarity
AgentOps
● API71% similar
$40/mo Pro
Agent Sonar
● API71% 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.