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Market around HexStellar CLI and API

A proprietary CLI and API for solving hard optimization, robotics, routing, materials-physics, and experimental-mathematics problems, returning an answer, quality label, runtime, and receipt.

Visit labs.hexstellar.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
HexStellar CLI and API · Pro
No Pro plan
—
Pro-API median
—
insufficient comparable pricing
vs Pro APIs
No comparison
HexStellar CLI and API doesn't sell Pro
ⓘ Comparisons are same provider type (API) and same buyer tier (Pro). Never across tiers.
Market density
0th pctile
0 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$50/mo
2 priced · $50–$50 mid 50%
MCP servers · Pro median
$22/mo
7 priced · $10–$50 mid 50%

Agents cost 2.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 6 of 9 providers priced · log scale · $5 → $75/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)HexStellar CLI and API has no comparable Pro price — not plotted

Products in this market

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

AAPIs2Ranked by relevance
HexStellar CLI and APIthis listing
● API · relevance 100%
no public price
CodeDuet
● API · relevance 64%
no public price
AAgents14Ranked by relevance
MathCode
● AGENT · relevance 66%
no public price
Math Modeling Agent Flow
● AGENT · relevance 64%
no public price
adal
● AGENT · relevance 63%
no public price
Math Modeling Trainer
● AGENT · relevance 63%
no public price
Huihui Qwen3 Coding Agent
● AGENT · relevance 62%
$50/mo Pro
0% vs Pro median
TinyCodeAgent
● AGENT · relevance 61%
$50/mo Pro
0% vs Pro median
agent_sven
● AGENT · relevance 61%
no public price
noteweave
● AGENT · relevance 61%
no public price
Caesar
● AGENT · relevance 61%
no public price
jcode
● AGENT · relevance 61%
no Pro plan
entry $10/mo
agent6
● AGENT · relevance 61%
no public price
context_pilot
● AGENT · relevance 61%
no public price
Ember CLI
● AGENT · relevance 61%
no public price
zero_terminal_agent
● AGENT · relevance 61%
no public price
MMCP servers18Ranked by relevance
codebreaker_solver
● MCP · relevance 66%
no public price
calculators
● MCP · relevance 65%
$10/mo Pro
-55% vs Pro median
VibeMath
● MCP · relevance 64%
no public price
CA
calculator_mcp_server
● MCP · relevance 64%
no public price
Euclid
● MCP · relevance 64%
no public price
arithym
● MCP · relevance 63%
$5/mo Pro
-77% vs Pro median
quantoracle
● MCP · relevance 62%
no Pro plan
entry $5/mo
salt19_agent_utility_grid
● MCP · relevance 62%
no public price
Wolfram
● MCP · relevance 62%
no public price
tani
● MCP · relevance 62%
no public price
kratos_mcp_server
● MCP · relevance 62%
no public price
liminality
● MCP · relevance 62%
$75/mo Pro
+241% vs Pro median
deeplucid3d_mcp
● MCP · relevance 62%
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP · relevance 61%
no public price
ask_user_questions_mcp
● MCP · relevance 61%
no public price
Prior
● MCP · relevance 61%
no public price
ZE
zerobeacon_1000
● MCP · relevance 61%
$10/mo Pro
-55% vs Pro median
humanforai
● MCP · relevance 61%
no public price
PPlatforms10Ranked by relevance
contrabass
● PLATFORM · relevance 65%
no public price
superopx
● PLATFORM · relevance 64%
no public price
SI
six_four_five
● PLATFORM · relevance 62%
no public price
tokencode
● PLATFORM · relevance 62%
no public price
watchfire
● PLATFORM · relevance 62%
no public price
canonry
● PLATFORM · relevance 61%
no public price
fiveonefour
● PLATFORM · relevance 61%
no public price
thesis
● PLATFORM · relevance 61%
no public price
cowchat
● PLATFORM · relevance 61%
no public price
opensteer
● PLATFORM · relevance 61%
no Pro plan
entry $50/mo
FFrameworks3Ranked by relevance
polygnosis
● FRAMEWORK · relevance 63%
no public price
yggdrasil_agent
● FRAMEWORK · relevance 63%
no public price
wayland_core
● FRAMEWORK · relevance 62%
no public price
OOther3Ranked by relevance
agent_skills_4
● OTHER · relevance 62%
no public price
triz_engineering_solver
● OTHER · relevance 61%
no public price
mathmodel_pro
● OTHER · relevance 61%
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.