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Market around tracepress

Python framework for applying LLM operators to DataFrames, registering pipelines, and running an agent over pipeline artifacts to analyze failures, PII, frustration, and misbehavior in agent traces.

Visit pypi.org ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
tracepress · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
tracepress doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
35th pctile
65 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$99/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 6 of 7 providers priced · log scale · $19 → $150/mo
Agents APIs Platforms◻ shaded = middle 50% · line = median (all types)tracepress has no comparable Pro price — not plotted

Products in this market

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

FFrameworks21Ranked by similarity
tracepressthis listing
● FRAMEWORK
no public price
Openai Agents
● FRAMEWORK77% similar
no public price
AgentFork
● FRAMEWORK74% similar
no public price
AgentJIT
● FRAMEWORK73% similar
no public price
LA
Langroid
● FRAMEWORK73% similar
no public price
Langwatch
● FRAMEWORK73% similar
no Pro plan
entry $32/mo
MA
Maki
● FRAMEWORK73% similar
no public price
Pyshackle
● FRAMEWORK72% similar
no public price
Guardrails AI
● FRAMEWORK72% similar
no public price
Rllm
● FRAMEWORK72% similar
no public price
EV
EvoAgentX
● FRAMEWORK72% similar
no public price
summonpot
● FRAMEWORK72% similar
no public price
Lotus
● FRAMEWORK72% similar
no public price
Kern
● FRAMEWORK71% similar
no public price
anagrapheus
● FRAMEWORK71% similar
no public price
Alphatrion
● FRAMEWORK71% similar
no public price
Fannypack
● FRAMEWORK70% similar
no public price
smolagents
● FRAMEWORK70% similar
no public price
Upsonic
● FRAMEWORK70% similar
no public price
Tme Agent
● FRAMEWORK70% similar
no public price
TGP (Task Gate Protocol)
● FRAMEWORK70% similar
no public price
AAPIs1Ranked by similarity
AgentOps
● API77% similar
$40/mo Pro
MMCP servers4Ranked by similarity
PoisonDash MCP Server
● MCP74% similar
no public price
bts-pivot
● MCP73% similar
no public price
Dataframe Detective MCP
● MCP72% similar
no public price
Mcp Python Interpreter
● MCP72% similar
no public price
PPlatforms8Ranked by similarity
Langsmith
● PLATFORM73% similar
$39/mo Pro
-61% vs Pro median
Feenion
● PLATFORM72% similar
no public price
CodeSentry
● PLATFORM72% similar
no public price
Brenducate
● PLATFORM71% similar
$99/mo Pro
0% vs Pro median
Laminar
● PLATFORM71% similar
$150/mo Pro
+52% vs Pro median
Orq.ai
● PLATFORM71% similar
no public price
Comet Opik
● PLATFORM71% similar
$19/mo Pro
-81% vs Pro median
onPanda
● PLATFORM70% similar
no public price
AAgents4Ranked by similarity
ExpAgent
● AGENT73% similar
no public price
MI
Minicline
● AGENT71% similar
no public price
TinyCodeAgent
● AGENT70% similar
no public price
Percy
● AGENT70% similar
no public price
OOther3Ranked by similarity
agent-blackbox-jep
● OTHER73% similar
no public price
GenPark OpenTelemetry Span Trace Context Propagator
● OTHER72% similar
no public price
Cost-Tree
● OTHER71% 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.