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Market around MA-Trace

Open-source observability framework for multi-agent LLM systems. It provides causal coordination tracing, memory operation traces, multi-agent SLOs, deterministic replay, and OpenTelemetry exports with adapters for LangGraph, CrewAI, and AutoGen.

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Explore the market

Prices and medians update for the tier you select.

Compare at
MA-Trace · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
MA-Trace doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
44th pctile
81 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 7 of 8 providers priced · log scale · $19 → $199/mo
Agents MCP servers APIs Platforms Frameworks◻ shaded = middle 50% · line = median (all types)MA-Trace has no comparable Pro price — not plotted

Products in this market

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

OOther6Ranked by similarity
MA-Tracethis listing
● OTHER
no public price
GenPark OpenTelemetry Span Trace Context Propagator
● OTHER77% similar
no public price
Otelite
● OTHER75% similar
no public price
tool-eval-bench
● OTHER74% similar
no public price
Cost-Tree
● OTHER73% similar
no public price
Agent Chaos Engineering
● OTHER73% similar
no public price
FFrameworks18Ranked by similarity
Openai Agents
● FRAMEWORK82% similar
no public price
Alphatrion
● FRAMEWORK77% similar
no public price
AgentFork
● FRAMEWORK76% similar
no public price
TrueForge
● FRAMEWORK75% similar
no public price
Tme Agent
● FRAMEWORK75% similar
no public price
Harness
● FRAMEWORK73% similar
no public price
Geck
● FRAMEWORK72% similar
no public price
jev-gc
● FRAMEWORK72% similar
no public price
Lycheemem
● FRAMEWORK72% similar
no public price
Mindcache
● FRAMEWORK72% similar
no public price
EV
EvoAgentX
● FRAMEWORK71% similar
no public price
Longe
● FRAMEWORK71% similar
no public price
Letta
● FRAMEWORK71% similar
$20/mo Pro
Rightnow Auto
● FRAMEWORK71% similar
no public price
Agent Protocol
● FRAMEWORK71% similar
no public price
AsyncLLM
● FRAMEWORK71% similar
no public price
HarnessForge
● FRAMEWORK71% similar
no public price
MangoMe
● FRAMEWORK71% similar
no public price
AAgents4Ranked by similarity
Canvas Agent
● AGENT78% similar
$150/mo Pro
LLM Orchestration Agent (LangGraph)
● AGENT73% similar
no public price
GOSCE Cryptography Agent
● AGENT73% similar
no public price
HBMon
● AGENT71% similar
no public price
PPlatforms13Ranked by similarity
Village
● PLATFORM77% similar
no public price
Langsmith
● PLATFORM75% similar
$39/mo Pro
Feenion
● PLATFORM74% similar
no public price
Telemetry
● PLATFORM73% similar
$25/mo Pro
onPanda
● PLATFORM73% similar
no public price
FireTrace
● PLATFORM73% similar
no public price
Orq.ai
● PLATFORM72% similar
no public price
Comet Opik
● PLATFORM72% similar
$19/mo Pro
AcruxCore
● PLATFORM72% similar
no public price
Scorecard
● PLATFORM71% similar
no public price
Local Multi-Agent Swarm
● PLATFORM71% similar
no public price
Openheim
● PLATFORM71% similar
no public price
LoomBench
● PLATFORM71% similar
no public price
AAPIs3Ranked by similarity
Traced LLM Proxy
● API73% similar
no public price
LLM Orchestration Traced Agent
● API72% similar
no public price
AgentOps
● API71% similar
$40/mo Pro
MMCP servers6Ranked by similarity
wicked-estate
● MCP72% similar
no public price
Canvas Agent
● MCP72% similar
no Pro plan
entry $199/mo
Structured Output MCP Agent (LangChain Core)
● MCP72% similar
no public price
TraceHub MCP
● MCP72% similar
no public price
Flowlines
● MCP71% similar
$199/mo Pro
Session Ground Truth MCP
● MCP71% 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.