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Market around Lumen

A local-first AI research workbench for independent researchers. It reads PDF papers, discusses findings, and writes structured reports into a workspace using configurable DeepSeek, Claude, or OpenAI-compatible models.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
lumen · Pro
No Pro plan
—
Pro-agent median
$15.5
across 10 priced agents
vs Pro agents
No comparison
lumen doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
53rd pctile
111 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$15.5/mo
10 priced · $11.8–$18.24 mid 50%
Price spectrum · Pro plans · 12 of 12 providers priced · log scale · $1.33 → $49/mo
Agents Platforms◻ shaded = middle 50% · line = median (all types)lumen has no comparable Pro price — not plotted

Products in this market

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

AAgents35Ranked by similarity
Lumenthis listing
● AGENT
no public price
Researchpal
● AGENT79% similar
$9/mo Pro
-42% vs Pro median
Ai Assistant
● AGENT78% similar
$15.42/mo Pro
-1% vs Pro median
Arxie
● AGENT78% similar
no public price
Pdfpeer
● AGENT77% similar
$14.99/mo Pro
-3% vs Pro median
Langgraph4j Deep Researcher
● AGENT76% similar
no public price
Epsilon
● AGENT75% similar
no public price
InsightForge
● AGENT75% similar
no public price
Citelocal Agent
● AGENT75% similar
no public price
Google Notebooklm
● AGENT75% similar
no public price
Copaper Ai
● AGENT75% similar
no public price
ScholarAI
● AGENT74% similar
$18.99/mo Pro
+23% vs Pro median
Lattics
● AGENT74% similar
$5.99/mo Pro
-61% vs Pro median
Undermind
● AGENT74% similar
$1.33/mo Pro
-91% vs Pro median
Aiagentdocs
● AGENT74% similar
$12.99/mo Pro
-16% vs Pro median
ChatDOC
● AGENT74% similar
no public price
Continua Ai
● AGENT73% similar
$49/mo Pro
+216% vs Pro median
Bedrock Deep Research Agent
● AGENT73% similar
no public price
Enago Read
● AGENT73% similar
no public price
Scienceclaw
● AGENT73% similar
no public price
SciPaper Harness
● AGENT72% similar
no public price
PaperPilot
● AGENT72% similar
no public price
Hyperwrite Text Extractor
● AGENT72% similar
$1.33/mo Pro
-91% vs Pro median
PubMed.ai
● AGENT72% similar
no public price
agent-doc-intelligence
● AGENT72% similar
no public price
Wjarr Ai Research
● AGENT72% similar
no public price
LexIA Legal Document Analysis Assistant
● AGENT72% similar
no public price
Ontosight
● AGENT72% similar
$11/mo Pro
-29% vs Pro median
AnswerThis
● AGENT72% similar
no public price
AI Hotspot Agent
● AGENT71% similar
no public price
Corvus Agent
● AGENT71% similar
no public price
Smallpdf Ai Assistant
● AGENT71% similar
$10/mo Pro
-35% vs Pro median
MERIDIAN Autonomous Research Desk
● AGENT71% similar
no public price
1min Ai Pdf Chat
● AGENT71% similar
no public price
Deep Research 2
● AGENT71% similar
no public price
PPlatforms2Ranked by similarity
Papersflow
● PLATFORM81% similar
$20/mo Pro
Publish.fun
● PLATFORM73% similar
no public price
MMCP servers8Ranked by similarity
Texflow
● MCP73% similar
no public price
Local Research Library MCP
● MCP73% similar
no public price
research-agent
● MCP72% similar
no public price
Paper Search
● MCP72% similar
no public price
SciWeave MCP Server
● MCP72% similar
no public price
pdflens MCP
● MCP71% similar
no public price
Pdf Mcp 2
● MCP71% similar
no public price
Digitize Agent
● MCP71% similar
no public price
AAPIs1Ranked by similarity
OpenAI Deep Research API
● API73% similar
no public price
FFrameworks3Ranked by similarity
Scholaraio
● FRAMEWORK73% similar
no public price
Qiongli
● FRAMEWORK72% similar
no public price
Deep Research Ai Agent
● FRAMEWORK71% similar
no public price
OOther1Ranked by similarity
PromptReady
● OTHER73% 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.