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Market around AgentTrace

An open-source observability SDK and dashboard for autonomous AI agent pipelines. It traces multi-step tool calls, identifies latency bottlenecks, and repairs malformed LLM tool arguments at runtime.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AgentTrace · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
AgentTrace doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
56th pctile
115 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$69/mo
6 priced · $31.5–$99 mid 50%
Price spectrum · Pro plans · 12 of 16 providers priced · log scale · $25 → $400/mo
Agents MCP servers APIs Platforms Other◻ shaded = middle 50% · line = median (all types)AgentTrace has no comparable Pro price — not plotted

Products in this market

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

OOther10Ranked by similarity
AgentTracethis listing
● OTHER
no public price
agentpulse
● OTHER76% similar
no public price
kalytera
● OTHER74% similar
no Pro plan
entry $49/mo
Aileron
● OTHER73% similar
no public price
reprospan
● OTHER73% similar
no public price
trail
● OTHER72% similar
no public price
clawmetry
● OTHER71% similar
$95/mo Pro
MCP Intercepter
● OTHER71% similar
no public price
agentevals_via_github
● OTHER71% similar
no public price
tracelint
● OTHER71% similar
no public price
PPlatforms16Ranked by similarity
kayba
● PLATFORM81% similar
no public price
langsmith
● PLATFORM79% similar
$39/mo Pro
-43% vs Pro median
telemetry
● PLATFORM78% similar
$25/mo Pro
-64% vs Pro median
Feenion
● PLATFORM78% similar
no public price
Scorecard
● PLATFORM78% similar
no public price
retrace
● PLATFORM76% similar
$99/mo Pro
+43% vs Pro median
litefuse
● PLATFORM76% similar
$199/mo Pro
+188% vs Pro median
dunetrace
● PLATFORM74% similar
no public price
agnys
● PLATFORM74% similar
no Pro plan
entry $49/mo
CodeSentry
● PLATFORM73% similar
no public price
comet_opik
● PLATFORM71% similar
no public price
monte_carlo_agent_observabilit
● PLATFORM71% similar
no public price
Conduct AI
● PLATFORM71% similar
no public price
OpenRigor
● PLATFORM70% similar
no public price
Traccia
● PLATFORM70% similar
$99/mo Pro
+43% vs Pro median
WeaveScope
● PLATFORM70% similar
$29/mo Pro
-58% vs Pro median
AAPIs3Ranked by similarity
agent_sonar
● API77% similar
no public price
AgentOps
● API75% similar
$40/mo Pro
Agent Observability
● API75% similar
$50/mo Pro
AAgents6Ranked by similarity
Alibi
● AGENT74% similar
no public price
agent_coroner
● AGENT73% similar
no public price
Canvas Agent
● AGENT72% similar
$150/mo Pro
The Context Company
● AGENT72% similar
$400/mo Pro
AI Security Platform
● AGENT71% similar
no public price
wattage
● AGENT70% similar
no public price
FFrameworks4Ranked by similarity
daemon8
● FRAMEWORK74% similar
no public price
langwatch
● FRAMEWORK74% similar
no Pro plan
entry $33/mo
nio_agent_guard
● FRAMEWORK72% similar
no public price
openai_agents
● FRAMEWORK72% similar
no public price
MMCP servers11Ranked by similarity
TraceHub MCP
● MCP73% similar
no public price
Canvas Agent
● MCP73% similar
no public price
processhacker_mcp
● MCP73% similar
no public price
monte_carlo
● MCP72% similar
no public price
AR
armor
● MCP72% similar
no Pro plan
entry $10/mo
Mastermind
● MCP71% similar
no public price
MandateGuard
● MCP71% similar
no public price
appsignal_mcp
● MCP71% similar
no public price
CCS Runtime Evidence MCP Server
● MCP71% similar
no public price
Auralogs
● MCP71% similar
$49/mo Pro
Governor
● MCP70% similar
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.