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Market around agent-trace-review

An open-source Python tool that reviews OpenTelemetry traces from AI agents to detect missing approvals, rejected actions, unregistered tools, repeated calls, post-failure actions, and excessive tool usage.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
agent-trace-review · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
agent-trace-review doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
41st pctile
92 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$29/mo
5 priced · $25–$79 mid 50%
Price spectrum · Pro plans · 8 of 10 providers priced · log scale · $9 → $400/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)agent-trace-review has no comparable Pro price — not plotted

Products in this market

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

AAgents6Ranked by similarity
agent-trace-reviewthis listing
● AGENT
no public price
Alibi
● AGENT76% similar
no public price
The Context Company
● AGENT76% similar
$400/mo Pro
failstep
● AGENT72% similar
no public price
Agentmetry 2
● AGENT70% similar
no public price
Weir
● AGENT70% similar
no public price
OOther14Ranked by similarity
Observe OpenAI Agents Instrumentation
● OTHER79% similar
no public price
Telmoni
● OTHER79% similar
no public price
Agentevals Via Github
● OTHER78% similar
no public price
Trail
● OTHER75% similar
no public price
Obzerve
● OTHER74% similar
no public price
SeriouslySimpleAnalytics
● OTHER74% similar
no public price
Agentpulse
● OTHER73% similar
no public price
Apgar
● OTHER73% similar
no public price
Aileron
● OTHER73% similar
no public price
AgentTrace
● OTHER72% similar
no public price
workproof
● OTHER72% similar
no public price
agent-tap
● OTHER71% similar
no public price
Fusion First
● OTHER71% similar
no public price
agent-access-review
● OTHER70% similar
no public price
PPlatforms17Ranked by similarity
Traccia
● PLATFORM78% similar
no Pro plan
entry $299/mo
Scorecard
● PLATFORM77% similar
no public price
Kayba
● PLATFORM77% similar
no public price
Agnys
● PLATFORM75% similar
no Pro plan
entry $49/mo
Atla
● PLATFORM74% similar
no public price
Tessary
● PLATFORM74% similar
no public price
Internal Affairs 4 AI
● PLATFORM73% similar
no public price
Logwick
● PLATFORM73% similar
$29/mo Pro
0% vs Pro median
CodeSentry
● PLATFORM73% similar
no public price
Telemetry
● PLATFORM73% similar
$25/mo Pro
-14% vs Pro median
Laminar
● PLATFORM72% similar
$150/mo Pro
+417% vs Pro median
Feenion
● PLATFORM72% similar
no public price
Agent Tracking
● PLATFORM72% similar
$9/mo Pro
-69% vs Pro median
Agentic Evaluation Platform
● PLATFORM71% similar
no public price
Lumoz AI
● PLATFORM71% similar
no public price
Litefuse
● PLATFORM71% similar
no public price
AgentLasso
● PLATFORM70% similar
$79/mo Pro
+172% vs Pro median
MMCP servers10Ranked by similarity
mcp-trace
● MCP77% similar
no public price
Autonomous SRE Distributed Incident Diagnosis MCP Server
● MCP75% similar
no public price
Agent Trace MCP
● MCP74% similar
no public price
Iris
● MCP74% similar
no public price
TraceHub MCP
● MCP73% similar
no public price
otel-mcp-server
● MCP72% similar
no public price
Agent Observability
● MCP72% similar
no public price
Otel Instrumentation
● MCP71% similar
no public price
Auralogs
● MCP70% similar
$49/mo Pro
AgentLog MCP
● MCP70% similar
no public price
AAPIs2Ranked by similarity
Agent Observability
● API75% similar
$50/mo Pro
Agent Middleware
● API71% similar
no public price
FFrameworks1Ranked by similarity
Actauth
● FRAMEWORK71% 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.