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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
51st pctile
140 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$33.06/mo
7 priced · $19–$56.03 mid 50%
Price spectrum · Pro plans · 11 of 16 providers priced · log scale · $5 → $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.

AAgents5Ranked by similarity
Alibithis listing
● AGENT
no public price
failstep
● AGENT84% similar
no public price
The Context Company
● AGENT84% similar
$400/mo Pro
KORA Doctor
● AGENT74% similar
no public price
WA
Wattage
● AGENT73% similar
no public price
MMCP servers6Ranked by similarity
Iris
● MCP84% similar
no public price
Agent Trace MCP
● MCP75% similar
no public price
AgentLog MCP
● MCP73% similar
no public price
Agent Observability
● MCP73% similar
no public price
Game Debug MCP
● MCP73% similar
no public price
Agentpulse 2
● MCP73% similar
no public price
PPlatforms26Ranked by similarity
Tessary
● PLATFORM81% similar
no public price
Kayba
● PLATFORM81% similar
no public price
Atla
● PLATFORM81% similar
no public price
CodeSentry
● PLATFORM79% similar
no public price
Agency
● PLATFORM79% similar
no public price
Litefuse
● PLATFORM78% similar
no public price
Retrace
● PLATFORM77% similar
$99/mo Pro
+199% vs Pro median
Tracely
● PLATFORM77% similar
no public price
Agentic Evaluation Platform
● PLATFORM76% similar
no public price
Monte Carlo Agent
● PLATFORM76% similar
no public price
Langsmith
● PLATFORM76% similar
$39/mo Pro
+18% vs Pro median
Scorecard
● PLATFORM76% similar
no public price
AgentLasso
● PLATFORM76% similar
$79/mo Pro
+139% vs Pro median
Internal Affairs 4 AI
● PLATFORM76% similar
no public price
ContextIQ
● PLATFORM75% similar
$5/mo Pro
-85% vs Pro median
AgentOps Tools
● PLATFORM75% similar
no public price
Lumoz AI
● PLATFORM75% similar
no public price
Papaya
● PLATFORM75% similar
no Pro plan
entry $500/mo
Agentwatch 2
● PLATFORM74% similar
no Pro plan
entry $49/mo
ZizkaDB
● PLATFORM74% similar
$29/mo Pro
-12% vs Pro median
Agent Tracking
● PLATFORM74% similar
$9/mo Pro
-73% vs Pro median
WeaveScope
● PLATFORM74% similar
$29/mo Pro
-12% vs Pro median
Agentcat
● PLATFORM74% similar
$90/mo Pro
+172% vs Pro median
Snapback
● PLATFORM73% similar
$29/mo Pro
-12% vs Pro median
Traccia
● PLATFORM73% similar
no Pro plan
entry $299/mo
Feenion
● PLATFORM72% similar
no public price
FFrameworks2Ranked by similarity
AgentRx
● FRAMEWORK81% similar
no public price
Langwatch
● FRAMEWORK73% similar
no Pro plan
entry $33/mo
OOther10Ranked by similarity
Agentevals Via Github
● OTHER78% similar
no public price
Kalytera
● OTHER77% similar
no Pro plan
entry $49/mo
Fuju Trace
● OTHER77% similar
no public price
Obzerve
● OTHER76% similar
no public price
AgentTrace
● OTHER74% similar
no public price
Failure Pattern Memory
● OTHER74% similar
no public price
Agentpulse
● OTHER74% similar
no public price
Reprospan
● OTHER74% similar
no public price
Tuneloop
● OTHER73% similar
no public price
SeriouslySimpleAnalytics
● OTHER73% similar
no public price
AAPIs1Ranked by similarity
Agent Observability
● API78% similar
$50/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.