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Market around ratel

Context engine for production AI agents. Optimizes tool/skill/memory selection to reduce tokens, improve accuracy, and enable cross-agent learning. Supports any model stack.

Visit ratel.sh ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
ratel · Pro
No Pro plan
—
Pro-platform median
—
insufficient comparable pricing
vs Pro platforms
No comparison
ratel doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
50th pctile
73 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$165/mo
2 priced · $122–$207 mid 50%
Platforms · Pro median
$49/mo
1 priced · $49–$49 mid 50%
Frameworks · Pro median
$9/mo
1 priced · $9–$9 mid 50%
Price spectrum · Pro plans · 4 of 7 providers priced · log scale · $9 → $250/mo
MCP servers Platforms Frameworks◻ shaded = middle 50% · line = median (all types)ratel has no comparable Pro price — not plotted

Products in this market

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

PPlatforms19Ranked by relevance
ratelthis listing
● PLATFORM · relevance 100%
no public price
superopx
● PLATFORM · relevance 76%
no public price
Tenor
● PLATFORM · relevance 75%
no public price
future_agi
● PLATFORM · relevance 75%
no public price
lucidic_ai
● PLATFORM · relevance 74%
no public price
wolli
● PLATFORM · relevance 72%
no public price
dispatch_agents
● PLATFORM · relevance 71%
no public price
agentuity_ai_agent_runtime
● PLATFORM · relevance 71%
no public price
deepmyst
● PLATFORM · relevance 71%
no public price
ai_architect
● PLATFORM · relevance 71%
no public price
ainative_studio
● PLATFORM · relevance 71%
$49/mo Pro
Bartholomew
● PLATFORM · relevance 70%
no public price
chatbotkit
● PLATFORM · relevance 70%
no public price
agentplaybooks
● PLATFORM · relevance 70%
no public price
gemini_agent_runtime
● PLATFORM · relevance 69%
no public price
swarm_ai
● PLATFORM · relevance 69%
no public price
Agent Studio
● PLATFORM · relevance 69%
no public price
Start Building Agents Platform
● PLATFORM · relevance 69%
no Pro plan
entry $240/mo
Launchpad Studio
● PLATFORM · relevance 69%
no public price
FFrameworks13Ranked by relevance
bonsai_memory
● FRAMEWORK · relevance 78%
no public price
ctx_2
● FRAMEWORK · relevance 77%
no public price
manus_power_tools
● FRAMEWORK · relevance 74%
no public price
squeez
● FRAMEWORK · relevance 73%
no public price
toolprint
● FRAMEWORK · relevance 71%
no public price
loop_engineering
● FRAMEWORK · relevance 70%
no public price
leanctx
● FRAMEWORK · relevance 70%
$9/mo Pro
wayland_core
● FRAMEWORK · relevance 70%
no public price
ethos_agent
● FRAMEWORK · relevance 70%
no public price
strands_agents
● FRAMEWORK · relevance 69%
no public price
ai_factory
● FRAMEWORK · relevance 69%
no public price
muxi
● FRAMEWORK · relevance 69%
no public price
talon_agent
● FRAMEWORK · relevance 69%
no public price
MMCP servers10Ranked by relevance
mcp-token-saver
● MCP · relevance 75%
$250/mo Pro
+52% vs Pro median
costwise_mcp
● MCP · relevance 72%
no public price
context_mode
● MCP · relevance 72%
no Pro plan
entry $20/mo
Tickerr Live Status
● MCP · relevance 72%
no public price
axon
● MCP · relevance 70%
no public price
slimctx
● MCP · relevance 70%
no public price
cap_shield
● MCP · relevance 70%
no public price
Agents @Kopern.ai
● MCP · relevance 69%
$79/mo Pro
-52% vs Pro median
guide
● MCP · relevance 69%
no public price
asset_finder_mcp
● MCP · relevance 69%
no public price
OOther6Ranked by relevance
ment_ai_cost_optimisation
● OTHER · relevance 75%
no Pro plan
entry $20/mo
Agent Lightning
● OTHER · relevance 74%
no public price
agent_skills_cn
● OTHER · relevance 72%
no public price
trcost
● OTHER · relevance 72%
no public price
Enozunu
● OTHER · relevance 71%
no public price
DSH Memory Forget
● OTHER · relevance 69%
no public price
AAgents2Ranked by relevance
skill_evolution
● AGENT · relevance 70%
no public price
wattage
● AGENT · relevance 69%
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.