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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 ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
onPanda · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
onPanda doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
56th pctile
108 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 7 of 10 providers priced · log scale · $20 → $150/mo
Agents MCP servers 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.

OOther5Ranked by similarity
onPandathis listing
● OTHER
no public price
contextspy
● OTHER79% similar
no public price
Anthropic
● OTHER76% similar
$20/mo Pro
vco
● OTHER72% similar
no public price
SENTINEL
● OTHER71% similar
no public price
FFrameworks19Ranked by similarity
openai_agents
● FRAMEWORK79% similar
no public price
TrueForge
● FRAMEWORK77% 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
gui_agent_harness
● FRAMEWORK72% similar
no public price
deepeval
● FRAMEWORK71% similar
no public price
Elja
● FRAMEWORK71% similar
no public price
tme_agent
● FRAMEWORK71% similar
no public price
long
● FRAMEWORK71% similar
no public price
AReaL
● FRAMEWORK70% similar
no public price
PPlatforms12Ranked by similarity
Feenion
● PLATFORM77% similar
no public price
DeepOpinion
● PLATFORM76% similar
no Pro plan
entry $199/mo
Orq.ai
● PLATFORM76% similar
no public price
comet_opik
● PLATFORM76% similar
no public price
village
● PLATFORM75% similar
no public price
parea_ai
● PLATFORM75% similar
no public price
langsmith
● PLATFORM74% similar
$39/mo Pro
telemetry
● PLATFORM73% similar
$25/mo Pro
anyscale
● PLATFORM73% similar
no public price
FireTrace
● PLATFORM73% similar
no public price
atom_agent
● PLATFORM72% similar
no public price
Conduct AI
● PLATFORM72% similar
no public price
MMCP servers11Ranked by similarity
CouchLoop EQ
● MCP75% similar
no public price
MCP Local Auditor Architect
● MCP73% similar
no public price
MCP Tool Execution
● MCP72% similar
no public price
quorum_mcp
● MCP72% similar
no public price
mirror_mcp
● MCP72% similar
no public price
wavescope_mcp
● MCP71% similar
no public price
Browser tool
● MCP71% similar
no Pro plan
entry $10/mo
botbrowser
● MCP71% similar
$29/mo Pro
codex_vision_bridge
● MCP71% similar
no public price
MarketCanvas-Env
● MCP71% similar
no public price
testing_mcp
● MCP70% similar
no public price
AAgents1Ranked by similarity
Canvas Agent
● AGENT74% similar
$150/mo Pro
AAPIs2Ranked by similarity
constellation_gate
● API72% similar
$20/mo Pro
AgentOps
● API71% similar
$40/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.