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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 ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
failstep · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
failstep doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
42nd pctile
53 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$99/mo
4 priced · $76.72–$174 mid 50%
Platforms · Pro median
$99/mo
5 priced · $99–$199 mid 50%
Price spectrum · Pro plans · 11 of 18 providers priced · log scale · $9.9 → $499/mo
Agents MCP servers APIs 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.

OOther5Ranked by similarity
failstepthis listing
● OTHER
no public price
reprospan
● OTHER74% similar
no public price
kalytera
● OTHER73% similar
no Pro plan
entry $49/mo
tracelint
● OTHER73% similar
no public price
agentevals_via_github
● OTHER71% similar
no public price
FFrameworks3Ranked by similarity
agentrx_systematic_debugging_f
● FRAMEWORK79% similar
no public price
failproof_ai
● FRAMEWORK72% similar
no Pro plan
entry $99/mo
bound
● FRAMEWORK72% similar
no public price
PPlatforms9Ranked by similarity
kayba
● PLATFORM78% similar
no public price
monte_carlo_agent_observabilit
● PLATFORM75% similar
no public price
litefuse
● PLATFORM74% similar
$199/mo Pro
+101% vs Pro median
langsmith
● PLATFORM74% similar
$39/mo Pro
-61% vs Pro median
Agentic Evaluation Platform
● PLATFORM72% similar
no public price
retrace
● PLATFORM72% similar
$99/mo Pro
0% vs Pro median
agentwatch_2
● PLATFORM72% similar
no Pro plan
entry $49/mo
Feenion
● PLATFORM71% similar
no public price
dunetrace
● PLATFORM70% similar
no public price
AAgents4Ranked by similarity
The Context Company
● AGENT78% similar
$400/mo Pro
+304% vs Pro median
agentmetry_2
● AGENT71% similar
no public price
uneven_agent
● AGENT71% similar
$9.9/mo Pro
-90% vs Pro median
agentlint
● AGENT70% similar
no public price
MMCP servers4Ranked by similarity
Athena
● MCP71% similar
no public price
Pingo
● MCP71% similar
no public price
debug_mcp
● MCP70% similar
no public price
elmah.io
● MCP70% similar
no Pro plan
entry $26/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.