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Market around Cost-Tree

Open-source CLI that reads OpenTelemetry traces from LLM agent runs, reconstructs execution trees, and reports per-node costs, including discarded or superseded attempts.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Cost-Tree · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Cost-Tree doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
24th pctile
27 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 6 of 7 providers priced · log scale · $19 → $150/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)Cost-Tree has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Cost-Tree'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
Cost-Treethis listing
● OTHER
no public price
GenPark OpenTelemetry Span Trace Context Propagator
● OTHER75% similar
no public price
Otelite
● OTHER74% similar
no public price
MA-Trace
● OTHER73% similar
no public price
Token Trace Viewer
● OTHER73% similar
no public price
tool-eval-bench
● OTHER73% similar
no public price
FFrameworks6Ranked by similarity
AgentFork
● FRAMEWORK80% similar
no public price
Openai Agents
● FRAMEWORK78% similar
no public price
Fannypack
● FRAMEWORK72% similar
no public price
Rightnow Auto
● FRAMEWORK71% similar
no public price
tracepress
● FRAMEWORK71% similar
no public price
Pyshackle
● FRAMEWORK70% similar
no public price
AAPIs1Ranked by similarity
AgentOps
● API73% similar
$40/mo Pro
PPlatforms4Ranked by similarity
FireTrace
● PLATFORM73% similar
no public price
Feenion
● PLATFORM72% similar
no public price
Langsmith
● PLATFORM71% similar
$39/mo Pro
Respan
● PLATFORM70% similar
no Pro plan
entry $199/mo
AAgents1Ranked by similarity
KORA Doctor
● AGENT73% similar
no public price
MMCP servers1Ranked by similarity
Agent Cost MCP Server
● MCP73% 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.