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Market around Monte Carlo Agent Observabilit

Enterprise platform for monitoring, tracing, evaluating, and troubleshooting AI agents across their data, context, behavior, performance, and outputs.

Visit montecarlo.ai ↗Pricing page ↗
Pricing (2 buyer tiers · 4 plans)
As parsed from montecarlo.ai/request-for-pricing/ on 2026-10-09.

Explore the market

Prices and medians update for the tier you select.

Compare at
Monte Carlo Agent Observabilit · Pro
No Pro plan
—
Pro-platform median
$60
across 7 priced platforms
vs Pro platforms
No comparison
Monte Carlo Agent Observabilit doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
98th pctile
1690 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$60/mo
7 priced · $18.49–$199 mid 50%
Price spectrum · Pro plans · 14 of 20 providers priced · log scale · $5 → $499/mo
Agents APIs Platforms Other◻ shaded = middle 50% · line = median (all types)Monte Carlo Agent Observabilit has no comparable Pro price — not plotted

Products in this market

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

PPlatforms35Ranked by similarity
Monte Carlo Agent Observabilitthis listing
● PLATFORM
no public price
Agentic Evaluation Platform
● PLATFORM88% similar
no public price
Agentwatch 2
● PLATFORM87% similar
no Pro plan
entry $49/mo
Traccia
● PLATFORM86% similar
no Pro plan
entry $299/mo
Kayba
● PLATFORM85% similar
no public price
Litefuse
● PLATFORM85% similar
$199/mo Pro
+232% vs Pro median
BotGauge
● PLATFORM84% similar
no public price
Future Agi
● PLATFORM83% similar
no public price
Molten AI
● PLATFORM82% similar
no public price
Agent 365
● PLATFORM82% similar
no public price
ContextIQ
● PLATFORM82% similar
$5/mo Pro
-92% vs Pro median
Agnost Ai
● PLATFORM82% similar
$499/mo Pro
+732% vs Pro median
Agentic Control Plane
● PLATFORM82% similar
no Pro plan
entry $100/mo
naturali.ai
● PLATFORM81% similar
no public price
AI Agents
● PLATFORM81% similar
$20/mo Pro
-67% vs Pro median
Langsmith
● PLATFORM81% similar
$39/mo Pro
-35% vs Pro median
Avesta Labs AgentOS
● PLATFORM81% similar
no public price
AgentX
● PLATFORM81% similar
$199/mo Pro
+232% vs Pro median
Vera 2
● PLATFORM81% similar
no public price
Adaptive
● PLATFORM81% similar
no public price
Brainbaselabs
● PLATFORM81% similar
no Pro plan
entry $500/mo
Adobe Agent Orchestrator
● PLATFORM81% similar
no public price
Agentic AI
● PLATFORM80% similar
no public price
Flare Agent
● PLATFORM80% similar
no public price
Agentid
● PLATFORM80% similar
$7.99/mo Pro
-87% vs Pro median
Papaya
● PLATFORM80% similar
no Pro plan
entry $500/mo
Dispatch Agents
● PLATFORM80% similar
no public price
Ai Observability Platform Moni
● PLATFORM80% similar
no public price
AgentOps Tools
● PLATFORM80% similar
no public price
Snapback
● PLATFORM80% similar
$29/mo Pro
-52% vs Pro median
agentwares
● PLATFORM80% similar
$29/mo Pro
-52% vs Pro median
Bmc Agentic Orchestration
● PLATFORM80% similar
no public price
APIDNA
● PLATFORM80% similar
no public price
Dunetrace
● PLATFORM80% similar
no public price
ATLAS AI Agent Catalog
● PLATFORM80% similar
no public price
AAgents2Ranked by similarity
The Context Company
● AGENT87% similar
$400/mo Pro
Ai Agent Risk Manager Knowbe4
● AGENT82% similar
no public price
MMCP servers3Ranked by similarity
Monte Carlo
● MCP86% similar
no public price
Agent Observability
● MCP83% similar
no public price
Iris
● MCP81% similar
no public price
OOther9Ranked by similarity
Kalytera
● OTHER84% similar
no Pro plan
entry $49/mo
SeriouslySimpleAnalytics
● OTHER82% similar
no public price
Agentpulse
● OTHER82% similar
no public price
Agentell
● OTHER82% similar
$30/mo Pro
Voker
● OTHER81% similar
$80/mo Pro
AgentDynamics
● OTHER81% similar
no public price
AOVerview
● OTHER81% similar
no public price
ScoutScore
● OTHER80% similar
$12/mo Pro
Prisma Airs Agent Security
● OTHER80% similar
no public price
AAPIs1Ranked by similarity
Agent Observability
● API83% 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.