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Market around Marble

A model-agnostic agent harness for life sciences that connects data, tools, compute, clusters, clouds, pipelines, and bioinformatics systems.

Visit marble.glass.bio ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
marble · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
marble doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
62nd pctile
178 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$199/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 5 of 10 providers priced · log scale · $4.17 → $999/mo
Platforms◻ shaded = middle 50% · line = median (all types)marble has no comparable Pro price — not plotted

Products in this market

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

FFrameworks10Ranked by similarity
Marblethis listing
● FRAMEWORK
no public price
CrewAI Platform
● FRAMEWORK73% similar
no public price
DE
DeerFlow
● FRAMEWORK73% similar
no public price
Sgmap
● FRAMEWORK72% similar
no public price
HarnessForge
● FRAMEWORK72% similar
no public price
SD-agent
● FRAMEWORK71% similar
no public price
Open Agent Builder
● FRAMEWORK71% similar
no public price
Harness All
● FRAMEWORK71% similar
no public price
Lotus
● FRAMEWORK71% similar
no public price
Access Github
● FRAMEWORK71% similar
no public price
PPlatforms32Ranked by similarity
Manifold Ai
● PLATFORM79% similar
no public price
Lemonlime
● PLATFORM74% similar
no Pro plan
entry $999/mo
Opensteer
● PLATFORM74% similar
no Pro plan
entry $50/mo
Launch Agents
● PLATFORM74% similar
no public price
Tasker AI
● PLATFORM74% similar
no public price
Agent Mill
● PLATFORM73% similar
no public price
Reina Agent
● PLATFORM73% similar
no public price
Caregence
● PLATFORM73% similar
no public price
Agentswarms
● PLATFORM73% similar
no public price
AgentX
● PLATFORM73% similar
$199/mo Pro
0% vs Pro median
Kmatrix
● PLATFORM73% similar
no public price
ATLAS AI Agent Catalog
● PLATFORM73% similar
no public price
Workflux
● PLATFORM73% similar
$999/mo Pro
+402% vs Pro median
Nexivion
● PLATFORM72% similar
no Pro plan
entry $99/mo
Sim Ai
● PLATFORM72% similar
$25/mo Pro
-87% vs Pro median
Agent Studio
● PLATFORM72% similar
no public price
Glean AI Agent Library
● PLATFORM72% similar
no public price
Agenticempireai Agentasaservic
● PLATFORM71% similar
no public price
Workflow
● PLATFORM71% similar
no public price
Morphmind
● PLATFORM71% similar
no public price
Enhans Agentos
● PLATFORM71% similar
no public price
Build Custom Ai Agents With Lo
● PLATFORM71% similar
$4.17/mo Pro
-98% vs Pro median
Brightwave
● PLATFORM71% similar
no public price
IBM AI Productivity Software
● PLATFORM71% similar
no public price
Avasis
● PLATFORM71% similar
no public price
Skypoint Ai
● PLATFORM71% similar
no public price
Elixirclaw
● PLATFORM71% similar
no Pro plan
entry $15/mo
Dust
● PLATFORM71% similar
$24/mo Pro
-88% vs Pro median
Datalayer
● PLATFORM71% similar
no Pro plan
entry $49/mo
Prescient Ai
● PLATFORM71% similar
no public price
APIDNA
● PLATFORM71% similar
no public price
Abundly
● PLATFORM71% similar
no public price
MMCP servers3Ranked by similarity
Openpharma
● MCP76% similar
no public price
Jetty
● MCP72% similar
no public price
GitHub Linear MCP
● MCP72% similar
no public price
OOther5Ranked by similarity
ClawBio
● OTHER72% similar
no public price
Enock's Agentic Workflows Skills
● OTHER72% similar
no public price
Google Cloud Agent
● OTHER72% similar
no public price
IQVIA Commercial Agentic AI
● OTHER71% similar
no public price
Bitontree Ai Agent Development
● 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.