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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 2026-09-01.

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
86th pctile
457 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$400/mo
1 priced · $400–$400 mid 50%
MCP servers · Pro median
$54.5/mo
4 priced · $39.98–$64 mid 50%
APIs · Pro median
$50/mo
1 priced · $50–$50 mid 50%
Platforms · Pro median
$54.5/mo
12 priced · $28–$99 mid 50%
Other · Pro median
$49.5/mo
2 priced · $34.25–$64.75 mid 50%

Agents cost 7.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 18 of 26 providers priced · log scale · $9.92 → $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 relevance
Agent Observabilitythis listing
● API · relevance 100%
$50/mo Pro
obz_cli
● API · relevance 77%
no public price
PPlatforms19Ranked by relevance
kayba
● PLATFORM · relevance 85%
no public price
Scorecard
● PLATFORM · relevance 83%
no public price
monte_carlo_agent_observabilit
● PLATFORM · relevance 83%
no public price
langsmith
● PLATFORM · relevance 82%
$39/mo Pro
-28% vs Pro median
litefuse
● PLATFORM · relevance 82%
$199/mo Pro
+265% vs Pro median
Traccia
● PLATFORM · relevance 82%
$99/mo Pro
+82% vs Pro median
Agentic Evaluation Platform
● PLATFORM · relevance 81%
no public price
agnys
● PLATFORM · relevance 81%
no Pro plan
entry $49/mo
agentcat
● PLATFORM · relevance 80%
$90/mo Pro
+65% vs Pro median
agentwatch_2
● PLATFORM · relevance 79%
no Pro plan
entry $49/mo
WeaveScope
● PLATFORM · relevance 79%
$29/mo Pro
-47% vs Pro median
telemetry
● PLATFORM · relevance 78%
$25/mo Pro
-54% vs Pro median
Bartholomew
● PLATFORM · relevance 77%
no public price
retrace
● PLATFORM · relevance 77%
$99/mo Pro
+82% vs Pro median
agentsproof
● PLATFORM · relevance 76%
$24.17/mo Pro
-56% vs Pro median
AgentX
● PLATFORM · relevance 75%
no public price
Galileo
● PLATFORM · relevance 75%
$100/mo Pro
+83% vs Pro median
bottrade
● PLATFORM · relevance 75%
$19.99/mo Pro
-63% vs Pro median
future_agi
● PLATFORM · relevance 74%
no public price
OOther7Ranked by relevance
agentpulse
● OTHER · relevance 84%
no public price
agentevals_via_github
● OTHER · relevance 83%
no public price
kalytera
● OTHER · relevance 82%
no Pro plan
entry $49/mo
agentell
● OTHER · relevance 81%
no Pro plan
entry $250/mo
clawmetry
● OTHER · relevance 79%
$19/mo Pro
-62% vs Pro median
voker
● OTHER · relevance 78%
$80/mo Pro
+62% vs Pro median
trail
● OTHER · relevance 75%
no public price
AAgents1Ranked by relevance
The Context Company
● AGENT · relevance 82%
$400/mo Pro
MMCP servers17Ranked by relevance
evalgate_mcp
● MCP · relevance 81%
no public price
Agent Observability
● MCP · relevance 80%
$50/mo Pro
-8% vs Pro median
Canvas Agent
● MCP · relevance 80%
no public price
appsignal_mcp
● MCP · relevance 80%
no public price
monte_carlo
● MCP · relevance 78%
no public price
dynatrace_mcp_server
● MCP · relevance 77%
no public price
lodd_analytics
● MCP · relevance 77%
no Pro plan
entry $12/mo
nvm
● MCP · relevance 77%
no public price
AR
armor
● MCP · relevance 76%
no Pro plan
entry $10/mo
FleetQ
● MCP · relevance 76%
$59/mo Pro
+8% vs Pro median
Agents @Kopern.ai
● MCP · relevance 76%
$79/mo Pro
+45% vs Pro median
datadog_mcp_server
● MCP · relevance 75%
no public price
universal_connector_mcp
● MCP · relevance 75%
no public price
surfaceable_mcp_seo
● MCP · relevance 75%
$9.92/mo Pro
-82% vs Pro median
Delx MCP Server
● MCP · relevance 75%
49 one-time Pro
not monthly-comparable
verifyax_mcp
● MCP · relevance 75%
no public price
decision_anchor_2
● MCP · relevance 74%
no public price
FFrameworks4Ranked by relevance
daemon8
● FRAMEWORK · relevance 80%
no public price
niceeval
● FRAMEWORK · relevance 79%
no public price
langwatch
● FRAMEWORK · relevance 79%
no Pro plan
entry $34/mo
access_github
● FRAMEWORK · relevance 76%
no public price

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.