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Market around onPanda

Interactive tool for token-level visualization and control, model inspection, and data annotation for analyzing and steering LLMs and agents.

Visit onpanda.diyer22.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
onPanda · Pro
No Pro plan
—
Pro-platform median
$25
across 3 priced platforms
vs Pro platforms
No comparison
onPanda doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
55th pctile
144 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$25/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 7 of 10 providers priced · log scale · $19 → $150/mo
Agents APIs Platforms Other◻ shaded = middle 50% · line = median (all types)onPanda has no comparable Pro price — not plotted

Products in this market

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

PPlatforms16Ranked by similarity
onPandathis listing
● PLATFORM
no public price
Feenion
● PLATFORM77% similar
no public price
Orq.ai
● PLATFORM76% similar
no public price
Comet Opik
● PLATFORM76% similar
$19/mo Pro
-24% vs Pro median
Village
● PLATFORM75% similar
no public price
Parea Ai
● PLATFORM75% similar
no public price
Langsmith
● PLATFORM74% similar
$39/mo Pro
+56% vs Pro median
LoomBench
● PLATFORM74% similar
no public price
Respan
● PLATFORM74% similar
no Pro plan
entry $199/mo
Telemetry
● PLATFORM73% similar
$25/mo Pro
0% vs Pro median
Anyscale
● PLATFORM73% similar
no public price
Tokenwise
● PLATFORM73% similar
$79/mo Pro
+216% vs Pro median
FireTrace
● PLATFORM73% similar
no public price
Atom Agent
● PLATFORM72% similar
no public price
AcruxCore
● PLATFORM72% similar
no public price
Conduct AI
● PLATFORM72% similar
no Pro plan
entry $79/mo
FFrameworks19Ranked by similarity
Openai Agents
● FRAMEWORK79% similar
no public price
AgentFork
● FRAMEWORK78% similar
no public price
TrueForge
● FRAMEWORK77% similar
no public price
ToolForm
● FRAMEWORK75% similar
no public price
Rllm
● FRAMEWORK75% similar
no public price
Alphatrion
● FRAMEWORK74% similar
no public price
Langwatch
● FRAMEWORK74% similar
no Pro plan
entry $33/mo
Microsoft Autogen
● FRAMEWORK74% similar
no public price
Matrices
● FRAMEWORK74% similar
no public price
EV
EvoAgentX
● FRAMEWORK73% similar
no public price
Openjudge
● FRAMEWORK73% similar
no public price
Sema Lang
● FRAMEWORK73% similar
no public price
Rightnow Auto
● FRAMEWORK72% similar
no public price
Pi
● FRAMEWORK72% similar
no public price
Orion Os
● FRAMEWORK72% similar
no public price
DecisionSmith
● FRAMEWORK72% similar
no public price
Gui Agent Harness
● FRAMEWORK72% similar
no public price
Deepeval
● FRAMEWORK71% similar
no public price
Elja
● FRAMEWORK71% similar
no public price
OOther5Ranked by similarity
Contextspy
● OTHER79% similar
no public price
Anthropic
● OTHER76% similar
$20/mo Pro
MA-Trace
● OTHER73% similar
no public price
vco
● OTHER72% similar
no public price
tool-eval-bench
● OTHER72% similar
no public price
MMCP servers8Ranked by similarity
CouchLoop EQ
● MCP75% similar
no public price
wicked-estate
● MCP75% similar
no public price
MCP Local Auditor Architect
● MCP73% similar
no public price
MCP Tool Execution
● MCP72% similar
no public price
MCP Readonly Gateway
● MCP72% similar
no public price
Quorum
● MCP72% similar
no public price
bts-pivot
● MCP72% similar
no public price
Mirror
● MCP72% similar
no public price
AAgents1Ranked by similarity
Canvas Agent
● AGENT74% similar
$150/mo Pro
AAPIs1Ranked by similarity
Constellation Gate
● API72% similar
$20/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.