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Market around AgentOps

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and observability in production.

Visit agentops.ai ↗Pricing page ↗
Pricing (2 buyer tiers · 3 plans)
Free plan available Free
As parsed from agentops.ai/ on 2026-09-01.

Explore the market

Prices and medians update for the tier you select.

Compare at
AgentOps · Pro
$40/mo
Pro plan
Pro-API median
$45
across 2 priced APIs
vs Pro APIs
11% below
below Pro APIs
ⓘ Comparisons are same provider type (API) and same buyer tier (Pro). Never across tiers.
Market density
51st pctile
78 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$400/mo
1 priced · $400–$400 mid 50%
MCP servers · Pro median
$49/mo
1 priced · $49–$49 mid 50%
APIs · Pro median
$45/mo
2 priced · $42.5–$47.5 mid 50%
Platforms · Pro median
$69.5/mo
8 priced · $38–$99 mid 50%
Other · Pro median
$19/mo
1 priced · $19–$19 mid 50%

Agents cost 8.2× MCP servers at the Pro tier.

Price spectrum · Pro plans · 13 of 20 providers priced · log scale · $19 → $400/mo
Agents MCP servers APIs Platforms Other◻ shaded = middle 50% · line = median (all types)large ringed dot = AgentOps ($40/mo)

Products in this market

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

AAPIs3Ranked by relevance
AgentOpsthis listing
● API · relevance 100%
$40/mo Pro
-11% vs Pro median
Agent Observability
● API · relevance 74%
$50/mo Pro
+11% vs Pro median
agent_sonar
● API · relevance 72%
no public price
PPlatforms15Ranked by relevance
langsmith
● PLATFORM · relevance 82%
$39/mo Pro
-44% vs Pro median
telemetry
● PLATFORM · relevance 81%
$25/mo Pro
-64% vs Pro median
comet_opik
● PLATFORM · relevance 80%
no public price
agentwatch_2
● PLATFORM · relevance 77%
no Pro plan
entry $49/mo
retrace
● PLATFORM · relevance 77%
$99/mo Pro
+42% vs Pro median
Scorecard
● PLATFORM · relevance 77%
no public price
Traccia
● PLATFORM · relevance 74%
$99/mo Pro
+42% vs Pro median
parea_ai
● PLATFORM · relevance 73%
no Pro plan
entry $150/mo
kayba
● PLATFORM · relevance 73%
no public price
Portkey AI
● PLATFORM · relevance 72%
$49/mo Pro
-29% vs Pro median
Orq.ai
● PLATFORM · relevance 72%
$35/mo Pro
-50% vs Pro median
agnys
● PLATFORM · relevance 71%
no Pro plan
entry $49/mo
AI Command Center
● PLATFORM · relevance 71%
no public price
agentcat
● PLATFORM · relevance 70%
$90/mo Pro
+29% vs Pro median
litefuse
● PLATFORM · relevance 70%
$199/mo Pro
+186% vs Pro median
OOther8Ranked by relevance
trail
● OTHER · relevance 78%
no public price
kalytera
● OTHER · relevance 76%
no Pro plan
entry $49/mo
clawmetry
● OTHER · relevance 73%
$19/mo Pro
tuneloop
● OTHER · relevance 72%
no public price
contextspy
● OTHER · relevance 72%
no public price
agentpulse
● OTHER · relevance 71%
no public price
really_artificial
● OTHER · relevance 71%
no public price
ment_ai_cost_optimisation
● OTHER · relevance 70%
no Pro plan
entry $20/mo
FFrameworks14Ranked by relevance
pi_py
● FRAMEWORK · relevance 77%
no public price
openai_agents
● FRAMEWORK · relevance 77%
no public price
langwatch
● FRAMEWORK · relevance 76%
no Pro plan
entry $34/mo
summonpot
● FRAMEWORK · relevance 74%
no public price
Guardrails AI
● FRAMEWORK · relevance 73%
no public price
alphatrion
● FRAMEWORK · relevance 73%
no public price
pyshackle
● FRAMEWORK · relevance 73%
no public price
Upsonic
● FRAMEWORK · relevance 73%
no public price
daemon8
● FRAMEWORK · relevance 72%
no public price
microsoft_autogen
● FRAMEWORK · relevance 72%
no public price
LA
Langroid
● FRAMEWORK · relevance 71%
no public price
agenttrustops
● FRAMEWORK · relevance 71%
no public price
toolnexus
● FRAMEWORK · relevance 71%
no public price
giulia
● FRAMEWORK · relevance 70%
no public price
MMCP servers7Ranked by relevance
Budget Governor
● MCP · relevance 73%
no public price
mcp_python_interpreter
● MCP · relevance 72%
no public price
lodd_analytics
● MCP · relevance 71%
no Pro plan
entry $12/mo
Canvas Agent
● MCP · relevance 71%
no public price
opentrace
● MCP · relevance 71%
no public price
monte_carlo
● MCP · relevance 70%
no public price
Auralogs
● MCP · relevance 70%
$49/mo Pro
AAgents3Ranked by relevance
The Context Company
● AGENT · relevance 73%
$400/mo Pro
AI Security Platform
● AGENT · relevance 72%
no public price
minicline
● AGENT · relevance 70%
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.