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Market around Refresh

Refresh builds RL environments and datasets for training frontier AI models. Partnering with domain experts in software engineering, finance, and healthcare. Founded in 2024.

Visit refresh.dev ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
refresh · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
refresh doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
63rd pctile
186 competing vendors
Comparable listings · 30d
—
Platforms · Pro median
$49/mo
9 priced · $39–$60 mid 50%
Price spectrum · Pro plans · 10 of 13 providers priced · log scale · $14.5 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)refresh has no comparable Pro price — not plotted

Products in this market

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

AAgents3Ranked by similarity
Refreshthis listing
● AGENT
no public price
Vibrantlabs
● AGENT82% similar
no public price
Hillclimb
● AGENT74% similar
no public price
OOther3Ranked by similarity
Idler
● OTHER79% similar
no public price
Breakthrough Ai Research Googl
● OTHER72% similar
no public price
Agent Architect Cohort
● OTHER72% similar
no public price
PPlatforms35Ranked by similarity
Klavis Ai
● PLATFORM76% similar
no public price
Rocky Ai
● PLATFORM76% similar
no Pro plan
entry $10/mo
Halluminate
● PLATFORM75% similar
no public price
Thesis
● PLATFORM75% similar
no public price
Ainative Studio
● PLATFORM74% similar
$49/mo Pro
0% vs Pro median
Wolli
● PLATFORM74% similar
no public price
TraceVox Research
● PLATFORM74% similar
no public price
Agentic AI
● PLATFORM74% similar
no public price
Avesta Labs AgentOS
● PLATFORM74% similar
no public price
Deepmyst
● PLATFORM74% similar
no public price
Openroom
● PLATFORM73% similar
no public price
Agentforce
● PLATFORM73% similar
$75/mo Pro
+53% vs Pro median
Custodian Labs
● PLATFORM73% similar
no Pro plan
entry $49/mo
Red Hat AI Factory
● PLATFORM73% similar
no public price
FieldOps
● PLATFORM73% similar
no public price
Wanwu Agent Platform
● PLATFORM73% similar
no public price
Minimax
● PLATFORM73% similar
$54/mo Pro
+10% vs Pro median
Openchamber
● PLATFORM73% similar
no public price
Flare Agent
● PLATFORM72% similar
no public price
Agentic Design
● PLATFORM72% similar
$14.5/mo Pro
-70% vs Pro median
Claygent
● PLATFORM72% similar
no Pro plan
entry $167/mo
AI Agents
● PLATFORM72% similar
$20/mo Pro
-59% vs Pro median
Cua
● PLATFORM72% similar
no public price
Chatbotkit
● PLATFORM72% similar
no public price
Vektorgeist
● PLATFORM72% similar
no public price
Morphmind
● PLATFORM72% similar
no public price
Agentic Os 2
● PLATFORM72% similar
no public price
Customgpt
● PLATFORM72% similar
$99/mo Pro
+102% vs Pro median
Zenml
● PLATFORM72% similar
$39/mo Pro
-20% vs Pro median
Bike4mind
● PLATFORM72% similar
$30/mo Pro
-39% vs Pro median
Daishi Studio
● PLATFORM71% similar
$49/mo Pro
0% vs Pro median
AI
AI Operator Studio
● PLATFORM71% similar
no public price
Hal9
● PLATFORM71% similar
no public price
Devswat
● PLATFORM71% similar
no public price
Optic Ai
● PLATFORM71% similar
no public price
FFrameworks8Ranked by similarity
LEAP Framework
● FRAMEWORK74% similar
no public price
Yutori
● FRAMEWORK73% similar
no public price
SALT Harness
● FRAMEWORK73% similar
no public price
rig
● FRAMEWORK73% similar
no public price
Linghun
● FRAMEWORK72% similar
no public price
Art
● FRAMEWORK72% similar
no public price
Kiln Ai
● FRAMEWORK72% similar
no public price
Thclaws
● FRAMEWORK72% similar
no public price
MMCP servers1Ranked by similarity
Nimbus
● MCP73% similar
$29/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.