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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 2026-08-25.

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
$99
across 6 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
97th pctile
1097 strong substitutes
Price momentum · 30d
Flat
APIs · Pro median
$50/mo
1 priced · $50–$50 mid 50%
Platforms · Pro median
$99/mo
6 priced · $92.25–$174 mid 50%
Other · Pro median
$80/mo
1 priced · $80–$80 mid 50%
Price spectrum · Pro plans · 8 of 15 providers priced · log scale · $39 → $499/mo
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.

PPlatforms36Ranked by relevance
monte_carlo_agent_observabilitthis listing
● PLATFORM · relevance 100%
no public price
Agentic Evaluation Platform
● PLATFORM · relevance 88%
no public price
agentwatch_2
● PLATFORM · relevance 87%
no Pro plan
entry $49/mo
Traccia
● PLATFORM · relevance 86%
$99/mo Pro
0% vs Pro median
kayba
● PLATFORM · relevance 85%
no public price
litefuse
● PLATFORM · relevance 85%
$199/mo Pro
+101% vs Pro median
future_agi
● PLATFORM · relevance 83%
no public price
Agent 365
● PLATFORM · relevance 82%
no public price
agnost_ai
● PLATFORM · relevance 82%
$499/mo Pro
+404% vs Pro median
AI Agents
● PLATFORM · relevance 81%
no public price
langsmith
● PLATFORM · relevance 81%
$39/mo Pro
-61% vs Pro median
vera_2
● PLATFORM · relevance 81%
no public price
Adaptive
● PLATFORM · relevance 81%
no public price
brainbaselabs
● PLATFORM · relevance 81%
no Pro plan
entry $500/mo
adobe_agent_orchestrator
● PLATFORM · relevance 81%
no public price
Agentic AI
● PLATFORM · relevance 80%
no public price
agentid
● PLATFORM · relevance 80%
no public price
dispatch_agents
● PLATFORM · relevance 80%
no public price
ai_observability_platform_moni
● PLATFORM · relevance 80%
no public price
bmc_agentic_orchestration
● PLATFORM · relevance 80%
no public price
dunetrace
● PLATFORM · relevance 80%
no public price
ATLAS AI Agent Catalog
● PLATFORM · relevance 80%
no public price
Lyzr
● PLATFORM · relevance 80%
no public price
Bartholomew
● PLATFORM · relevance 80%
no public price
agnys
● PLATFORM · relevance 79%
no Pro plan
entry $49/mo
general_analysis
● PLATFORM · relevance 79%
no public price
retrace
● PLATFORM · relevance 79%
$99/mo Pro
0% vs Pro median
deco_studio
● PLATFORM · relevance 79%
no public price
credal_ai
● PLATFORM · relevance 79%
no public price
Gemini Enterprise Agent Platform
● PLATFORM · relevance 79%
no public price
eizen_ai
● PLATFORM · relevance 79%
no public price
clarista
● PLATFORM · relevance 79%
no Pro plan
entry $2/mo
scope
● PLATFORM · relevance 79%
no public price
agentcat
● PLATFORM · relevance 79%
$90/mo Pro
-9% vs Pro median
thirdline_ai_audit
● PLATFORM · relevance 78%
no public price
Lunar
● PLATFORM · relevance 78%
no public price
MMCP servers1Ranked by relevance
monte_carlo
● MCP · relevance 86%
no public price
OOther8Ranked by relevance
kalytera
● OTHER · relevance 84%
no Pro plan
entry $49/mo
agentpulse
● OTHER · relevance 82%
no public price
agentell
● OTHER · relevance 82%
no Pro plan
entry $250/mo
voker
● OTHER · relevance 81%
$80/mo Pro
AgentX
● OTHER · relevance 81%
no public price
prisma_airs_agent_security
● OTHER · relevance 80%
no public price
agentevals_via_github
● OTHER · relevance 79%
no public price
AI agent consulting and development services
● OTHER · relevance 79%
no public price
AAPIs1Ranked by relevance
Agent Observability
● API · relevance 83%
$50/mo Pro
AAgents3Ranked by relevance
ai_agent_risk_manager_knowbe4
● AGENT · relevance 82%
no public price
ai_agents_compliance_automate_
● AGENT · relevance 79%
no public price
natterbox_ai_advisor
● AGENT · relevance 79%
no public price
FFrameworks1Ranked by relevance
langwatch
● FRAMEWORK · relevance 79%
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.