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Market around AgentOps Tools

Browser-based tools for AI agent operations, including LLM cost calculation, trace visualization, failure analysis, and a playground of A2A-compatible reference agents.

Visit agentops.tools ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from agentops.tools/pricing on 2026-10-02.

Explore the market

Prices and medians update for the tier you select.

Compare at
AgentOps Tools · Pro
No Pro plan
—
Pro-platform median
$90
across 7 priced platforms
vs Pro platforms
No comparison
AgentOps Tools doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
89th pctile
709 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$90/mo
7 priced · $47.49–$99 mid 50%
Price spectrum · Pro plans · 14 of 19 providers priced · log scale · $5 → $400/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)AgentOps Tools has no comparable Pro price — not plotted

Products in this market

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

PPlatforms26Ranked by similarity
AgentOps Toolsthis listing
● PLATFORM
no public price
Langsmith
● PLATFORM82% similar
$39/mo Pro
-57% vs Pro median
Browser Use Web Ui
● PLATFORM80% similar
no public price
Monte Carlo Agent Observabilit
● PLATFORM80% similar
no public price
ContextIQ
● PLATFORM80% similar
$5/mo Pro
-94% vs Pro median
Agentwatch 2
● PLATFORM80% similar
no Pro plan
entry $49/mo
Feenion
● PLATFORM79% similar
no public price
Traccia
● PLATFORM79% similar
$99/mo Pro
+10% vs Pro median
Auto Learning Agents
● PLATFORM78% similar
$49.99/mo Pro
-44% vs Pro median
VA
Vasari
● PLATFORM77% similar
no public price
Comet Opik
● PLATFORM77% similar
no public price
CodeSentry
● PLATFORM77% similar
no public price
Kayba
● PLATFORM77% similar
no public price
Bottrade
● PLATFORM77% similar
$19.99/mo Pro
-78% vs Pro median
Retrace
● PLATFORM76% similar
$99/mo Pro
+10% vs Pro median
Litefuse
● PLATFORM76% similar
$199/mo Pro
+121% vs Pro median
BotGauge
● PLATFORM76% similar
no public price
DaoNexus
● PLATFORM75% similar
no public price
Agentery
● PLATFORM75% similar
no public price
Agentic Evaluation Platform
● PLATFORM75% similar
no public price
Future Agi
● PLATFORM75% similar
no public price
Agentcat
● PLATFORM75% similar
$90/mo Pro
0% vs Pro median
Dexto
● PLATFORM75% similar
no public price
A2APark
● PLATFORM75% similar
no public price
agentwares
● PLATFORM74% similar
$29/mo Pro
-68% vs Pro median
Kolonie Platform
● PLATFORM74% similar
no public price
FFrameworks1Ranked by similarity
Langwatch
● FRAMEWORK81% similar
no Pro plan
entry $33/mo
OOther5Ranked by similarity
AgentDynamics
● OTHER79% similar
no public price
Tuneloop
● OTHER77% similar
no public price
Really Artificial
● OTHER76% similar
no public price
Ment Ai Cost Optimisation
● OTHER75% similar
no Pro plan
entry $20/mo
Agentpulse
● OTHER75% similar
no public price
AAgents4Ranked by similarity
The Context Company
● AGENT78% similar
$400/mo Pro
PR
Prea
● AGENT75% similar
no public price
Alibi
● AGENT75% similar
no public price
Monitor Agent Costs Financial
● AGENT75% similar
$30/mo Pro
MMCP servers13Ranked by similarity
Iris
● MCP78% similar
no public price
FreeLLM-MCP
● MCP78% similar
no public price
Budget Governor
● MCP77% similar
no public price
Agent Observability
● MCP76% similar
no public price
ALPNAI
● MCP76% similar
$19/mo Pro
Lodd Analytics
● MCP76% similar
no Pro plan
entry $11/mo
Agent Web Combo
● MCP75% similar
no public price
NativePort
● MCP75% similar
no public price
Agent Trace MCP
● MCP75% similar
no public price
Bright Data MCP
● MCP75% similar
no Pro plan
entry $1500/mo
AIOps Field Notes MCP
● MCP75% similar
$29/mo Pro
Tickerr Live Status
● MCP75% similar
no public price
mcp-web
● MCP74% similar
no public price
AAPIs1Ranked by similarity
Agent Observability
● API75% similar
$50/mo Pro

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.