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Market around kayba

Observability and self-improvement platform for AI agents. Detects execution gaps, flags broken traces, and enables agents to auto-patch via MCP. Integrates with existing trace stores.

Visit kayba.ai ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
kayba · Pro
No Pro plan
—
Pro-platform median
$90
across 13 priced platforms
vs Pro platforms
No comparison
kayba doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
93rd pctile
740 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$400/mo
1 priced · $400–$400 mid 50%
MCP servers · Pro median
$50/mo
3 priced · $29.96–$54.5 mid 50%
APIs · Pro median
$50/mo
1 priced · $50–$50 mid 50%
Platforms · Pro median
$90/mo
13 priced · $29–$100 mid 50%

Agents cost 8× MCP servers at the Pro tier.

Price spectrum · Pro plans · 16 of 23 providers priced · log scale · $9.92 → $499/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)kayba has no comparable Pro price — not plotted

Products in this market

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

PPlatforms22Ranked by relevance
kaybathis listing
● PLATFORM · relevance 100%
no public price
litefuse
● PLATFORM · relevance 87%
$199/mo Pro
+121% vs Pro median
monte_carlo_agent_observabilit
● PLATFORM · relevance 85%
no public price
agnys
● PLATFORM · relevance 84%
no Pro plan
entry $49/mo
langsmith
● PLATFORM · relevance 83%
$39/mo Pro
-57% vs Pro median
Traccia
● PLATFORM · relevance 83%
$99/mo Pro
+10% vs Pro median
agentwatch_2
● PLATFORM · relevance 82%
no Pro plan
entry $49/mo
Agentic Evaluation Platform
● PLATFORM · relevance 82%
no public price
dunetrace
● PLATFORM · relevance 82%
no public price
Scorecard
● PLATFORM · relevance 82%
no public price
retrace
● PLATFORM · relevance 81%
$99/mo Pro
+10% vs Pro median
agentcat
● PLATFORM · relevance 81%
$90/mo Pro
0% vs Pro median
vera_2
● PLATFORM · relevance 80%
no public price
agnost_ai
● PLATFORM · relevance 80%
$499/mo Pro
+454% vs Pro median
clawsecure
● PLATFORM · relevance 79%
$29/mo Pro
-68% vs Pro median
Adaptive
● PLATFORM · relevance 78%
no public price
Lunar
● PLATFORM · relevance 78%
no public price
telemetry
● PLATFORM · relevance 78%
$25/mo Pro
-72% vs Pro median
general_analysis
● PLATFORM · relevance 77%
no public price
Galileo
● PLATFORM · relevance 77%
$100/mo Pro
+11% vs Pro median
AgentReady
● PLATFORM · relevance 77%
$19/mo Pro
-79% vs Pro median
WeaveScope
● PLATFORM · relevance 77%
$29/mo Pro
-68% vs Pro median
AAPIs2Ranked by relevance
Agent Observability
● API · relevance 85%
$50/mo Pro
agent_sonar
● API · relevance 78%
no public price
AAgents7Ranked by relevance
The Context Company
● AGENT · relevance 84%
$400/mo Pro
agentmetry_2
● AGENT · relevance 82%
no public price
ai_agents_compliance_automate_
● AGENT · relevance 79%
no public price
ai_agent_risk_manager_knowbe4
● AGENT · relevance 79%
no public price
AI Security Platform
● AGENT · relevance 78%
no public price
Akto AI Agent Security Platform
● AGENT · relevance 77%
no public price
agentshield_repo
● AGENT · relevance 77%
no public price
MMCP servers10Ranked by relevance
monte_carlo
● MCP · relevance 83%
no public price
Agent Observability
● MCP · relevance 81%
$50/mo Pro
0% vs Pro median
evalgate_mcp
● MCP · relevance 80%
no public price
surfaceable_mcp_seo
● MCP · relevance 79%
$9.92/mo Pro
-80% vs Pro median
dynatrace_mcp_server
● MCP · relevance 79%
no public price
lodd_analytics
● MCP · relevance 79%
no Pro plan
entry $12/mo
Canvas Agent
● MCP · relevance 79%
no public price
KEEPitALIVE MCP
● MCP · relevance 78%
no public price
FleetQ
● MCP · relevance 78%
$59/mo Pro
+18% vs Pro median
appsignal_mcp
● MCP · relevance 78%
no public price
OOther6Ranked by relevance
kalytera
● OTHER · relevance 83%
no Pro plan
entry $49/mo
agentpulse
● OTHER · relevance 82%
no public price
agentevals_via_github
● OTHER · relevance 79%
no public price
agentell
● OTHER · relevance 79%
no Pro plan
entry $250/mo
entro_mcp_audit
● OTHER · relevance 78%
no public price
xaidr
● OTHER · relevance 77%
no public price
FFrameworks3Ranked by relevance
daemon8
● FRAMEWORK · relevance 80%
no public price
failproof_ai
● FRAMEWORK · relevance 79%
no Pro plan
entry $99/mo
langwatch
● FRAMEWORK · relevance 78%
no Pro plan
entry $34/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.