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Market around Agent Observability

What agent observability looks like in a multiagent, multimodal world with complex routing and logic plus MCP and A2A.

Visit arize.com ↗Pricing page ↗
Pricing (2 buyer tiers · 3 plans)
Free plan available Free
As parsed from arize.com/pricing/ on 2026-10-10.

Explore the market

Prices and medians update for the tier you select.

Compare at
Agent Observability · Pro
$50/mo
AX Pro plan
Pro-API median
—
insufficient comparable pricing
vs Pro APIs
Insufficient
comparable pricing
ⓘ Comparisons are same provider type (API) and same buyer tier (Pro). Never across tiers.
Market density
89th pctile
789 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$33.06/mo
7 priced · $27–$89 mid 50%
Other · Pro median
$30/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 16 of 23 providers priced · log scale · $5 → $400/mo
Agents MCP servers APIs Platforms Other◻ shaded = middle 50% · line = median (all types)large ringed dot = Agent Observability ($50/mo)

Products in this market

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

AAPIs2Ranked by similarity
Agent Observabilitythis listing
● API
$50/mo Pro
Obz
● API77% similar
no public price
MMCP servers13Ranked by similarity
Agent Observability
● MCP86% similar
no public price
Evalgate
● MCP81% similar
no public price
Iris
● MCP81% similar
no public price
Agent Observability
● MCP80% similar
$50/mo Pro
Canvas Agent
● MCP80% similar
no public price
Appsignal
● MCP80% similar
no public price
Flowlines
● MCP79% similar
$199/mo Pro
Agent Trace MCP
● MCP79% similar
no public price
Monte Carlo
● MCP78% similar
no public price
Dynatrace
● MCP77% similar
no public price
Lodd Analytics
● MCP77% similar
no Pro plan
entry $11/mo
mcp-trace
● MCP77% similar
no public price
Nvm
● MCP77% similar
no public price
PPlatforms20Ranked by similarity
Kayba
● PLATFORM85% similar
no public price
Scorecard
● PLATFORM83% similar
no public price
Monte Carlo Agent Observabilit
● PLATFORM83% similar
no public price
Langsmith
● PLATFORM82% similar
$39/mo Pro
+18% vs Pro median
Litefuse
● PLATFORM82% similar
$199/mo Pro
+502% vs Pro median
Traccia
● PLATFORM82% similar
no Pro plan
entry $299/mo
Agentic Evaluation Platform
● PLATFORM81% similar
no public price
Agnys
● PLATFORM81% similar
no Pro plan
entry $49/mo
Logwick
● PLATFORM80% similar
$29/mo Pro
-12% vs Pro median
ContextIQ
● PLATFORM80% similar
$5/mo Pro
-85% vs Pro median
Agentcat
● PLATFORM80% similar
$90/mo Pro
+172% vs Pro median
AgentLasso
● PLATFORM80% similar
$79/mo Pro
+139% vs Pro median
Agentwatch 2
● PLATFORM79% similar
no Pro plan
entry $49/mo
WeaveScope
● PLATFORM79% similar
$29/mo Pro
-12% vs Pro median
Telemetry
● PLATFORM78% similar
$25/mo Pro
-24% vs Pro median
agent-evals
● PLATFORM77% similar
no public price
BotGauge
● PLATFORM77% similar
no public price
A2APark
● PLATFORM77% similar
no public price
Retrace
● PLATFORM77% similar
$99/mo Pro
+199% vs Pro median
Agentic Control Plane
● PLATFORM76% similar
no Pro plan
entry $100/mo
OOther10Ranked by similarity
Agentpulse
● OTHER84% similar
no public price
Agentevals Via Github
● OTHER83% similar
no public price
Kalytera
● OTHER82% similar
no Pro plan
entry $49/mo
SeriouslySimpleAnalytics
● OTHER81% similar
no public price
AgentDynamics
● OTHER81% similar
no public price
Agentell
● OTHER81% similar
$30/mo Pro
0% vs Pro median
Clawmetry
● OTHER79% similar
$15.83/mo Pro
-47% vs Pro median
Voker
● OTHER78% similar
$80/mo Pro
+167% vs Pro median
Tessary
● OTHER78% similar
no public price
Vigilia
● OTHER77% similar
no public price
AAgents2Ranked by similarity
The Context Company
● AGENT82% similar
$400/mo Pro
Alibi
● AGENT78% similar
no public price
FFrameworks3Ranked by similarity
Daemon8
● FRAMEWORK80% similar
no public price
Niceeval
● FRAMEWORK79% similar
no public price
Langwatch
● FRAMEWORK79% similar
no Pro plan
entry $33/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.