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Market around Alibi

Open-source tool for locating the point where long AI-agent runs go wrong. It analyzes agent traces in sequential chapters, detects failure drift, and identifies the most likely root-cause steps.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Alibi · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
Alibi doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
50th pctile
84 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$64.5/mo
8 priced · $29–$99 mid 50%
Price spectrum · Pro plans · 9 of 16 providers priced · log scale · $24.17 → $400/mo
Agents APIs Platforms◻ shaded = middle 50% · line = median (all types)Alibi has no comparable Pro price — not plotted

Products in this market

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

AAgents6Ranked by similarity
Alibithis listing
● AGENT
no public price
failstep
● AGENT84% similar
no public price
The Context Company
● AGENT84% similar
$400/mo Pro
wattage
● AGENT73% similar
no public price
RunVouch
● AGENT71% similar
no public price
benzi
● AGENT71% similar
no public price
FFrameworks5Ranked by similarity
agentrx_systematic_debugging_f
● FRAMEWORK81% similar
no public price
langwatch
● FRAMEWORK73% similar
no Pro plan
entry $33/mo
bound
● FRAMEWORK72% similar
no public price
failproof_ai
● FRAMEWORK71% similar
no Pro plan
entry $99/mo
regent
● FRAMEWORK70% similar
no public price
PPlatforms21Ranked by similarity
kayba
● PLATFORM81% similar
no public price
CodeSentry
● PLATFORM79% similar
no public price
litefuse
● PLATFORM78% similar
$199/mo Pro
+209% vs Pro median
retrace
● PLATFORM77% similar
$99/mo Pro
+53% vs Pro median
tracely
● PLATFORM77% similar
no public price
Agentic Evaluation Platform
● PLATFORM76% similar
no public price
monte_carlo_agent_observabilit
● PLATFORM76% similar
no public price
langsmith
● PLATFORM76% similar
$39/mo Pro
-40% vs Pro median
Scorecard
● PLATFORM76% similar
no public price
Papaya
● PLATFORM75% similar
no Pro plan
entry $500/mo
agentwatch_2
● PLATFORM74% similar
no Pro plan
entry $49/mo
WeaveScope
● PLATFORM74% similar
$29/mo Pro
-55% vs Pro median
agentcat
● PLATFORM74% similar
$90/mo Pro
+40% vs Pro median
Traccia
● PLATFORM73% similar
$99/mo Pro
+53% vs Pro median
Feenion
● PLATFORM72% similar
no public price
OpenRigor
● PLATFORM72% similar
no public price
agnys
● PLATFORM71% similar
no Pro plan
entry $49/mo
dunetrace
● PLATFORM71% similar
no public price
Agent Runtime Platform
● PLATFORM71% similar
no public price
Pome
● PLATFORM71% similar
no Pro plan
entry $500/mo
agentsproof
● PLATFORM70% similar
$24.17/mo Pro
-63% vs Pro median
OOther8Ranked by similarity
agentevals_via_github
● OTHER78% similar
no public price
kalytera
● OTHER77% similar
no Pro plan
entry $49/mo
AgentTrace
● OTHER74% similar
no public price
agentpulse
● OTHER74% similar
no public price
reprospan
● OTHER74% similar
no public price
tuneloop
● OTHER73% similar
no public price
tracelint
● OTHER72% similar
no public price
ERA Fathom
● OTHER71% similar
no public price
AAPIs2Ranked by similarity
Agent Observability
● API78% similar
$50/mo Pro
agent_sonar
● API72% similar
no public price
MMCP servers8Ranked by similarity
Game Debug MCP
● MCP73% similar
no public price
agentpulse_2
● MCP73% similar
no public price
rea
● MCP72% similar
no public price
debug_mcp
● MCP72% similar
no public price
GenPark Verbal Reflexion Loop Skill
● MCP72% similar
no public price
processhacker_mcp
● MCP71% similar
no public price
tree_sitter_analyzer
● MCP71% similar
no public price
Agent Failure Archive
● MCP70% 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.