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Market around failstep

Local open-source CLI that diagnoses failed AI agent runs from trace files, identifying root causes such as tool failures, retry loops, timeouts, and retrieval issues with evidence and recommendations.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
failstep · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
failstep doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
47th pctile
99 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$64/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 7 of 11 providers priced · log scale · $5 → $400/mo
Agents Platforms◻ shaded = middle 50% · line = median (all types)failstep has no comparable Pro price — not plotted

Products in this market

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

AAgents11Ranked by similarity
failstepthis listing
● AGENT
no public price
Alibi
● AGENT84% similar
no public price
Ambit
● AGENT78% similar
no public price
The Context Company
● AGENT78% similar
$400/mo Pro
SkyPortal Agent
● AGENT73% similar
no public price
Agentmetry 2
● AGENT71% similar
no public price
KORA Doctor
● AGENT71% similar
no public price
Uneven Agent
● AGENT71% similar
$9.9/mo Pro
Agent Blackbox
● AGENT71% similar
no public price
Pico
● AGENT71% similar
no public price
Culprit
● AGENT70% similar
no public price
FFrameworks3Ranked by similarity
AgentRx
● FRAMEWORK79% similar
no public price
Failproof Ai
● FRAMEWORK72% similar
no Pro plan
entry $99/mo
Bound
● FRAMEWORK72% similar
no public price
MMCP servers12Ranked by similarity
Iris
● MCP78% similar
no public price
Agent Trace MCP
● MCP75% similar
no public price
Tracea
● MCP74% similar
no public price
Wsj872229956 Fixlore
● MCP72% similar
no public price
FaultDebug
● MCP72% similar
no public price
Agent Observability
● MCP71% similar
no public price
Athena
● MCP71% similar
no public price
AgentLog MCP
● MCP71% similar
no public price
Pingo
● MCP71% similar
no public price
Debug
● MCP70% similar
no public price
elmah.io
● MCP70% similar
no Pro plan
entry $26/mo
TestHeal
● MCP70% similar
no public price
PPlatforms14Ranked by similarity
Kayba
● PLATFORM78% similar
no public price
Tessary
● PLATFORM77% similar
no public price
Monte Carlo Agent
● PLATFORM75% similar
no public price
Litefuse
● PLATFORM74% similar
$199/mo Pro
+211% vs Pro median
CodeSentry
● PLATFORM74% similar
no public price
Langsmith
● PLATFORM74% similar
$39/mo Pro
-39% vs Pro median
Snapback
● PLATFORM73% similar
$29/mo Pro
-55% vs Pro median
AgentOps Tools
● PLATFORM73% similar
no public price
Agentic Evaluation Platform
● PLATFORM72% similar
no public price
Retrace
● PLATFORM72% similar
$99/mo Pro
+55% vs Pro median
Agentwatch 2
● PLATFORM72% similar
no Pro plan
entry $49/mo
ContextIQ
● PLATFORM71% similar
$5/mo Pro
-92% vs Pro median
Feenion
● PLATFORM71% similar
no public price
Dunetrace
● PLATFORM70% similar
no public price
OOther10Ranked by similarity
Lumoz AI
● OTHER77% similar
no public price
Reprospan
● OTHER74% similar
no public price
RuleReceipt
● OTHER74% similar
no public price
Kalytera
● OTHER73% similar
no Pro plan
entry $49/mo
tracelint
● OTHER73% similar
no public price
Agency
● OTHER73% similar
no public price
Failure Pattern Memory
● OTHER73% similar
no public price
SeriouslySimpleAnalytics
● OTHER71% similar
no public price
Agentevals Via Github
● OTHER71% similar
no public price
Eval Skills
● OTHER71% 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.