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Market around Math Modeling Trainer

An interactive AI coach for mathematical modeling competitions, providing Socratic step-by-step guidance, algorithm selection support, alternative-method analysis, and reusable review summaries.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Math Modeling Trainer · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Math Modeling Trainer doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
9th pctile
4 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$29/mo
11 priced · $17.5–$54.5 mid 50%
MCP servers · Pro median
$10/mo
3 priced · $8.5–$17.5 mid 50%

Agents cost 2.9× MCP servers at the Pro tier.

Price spectrum · Pro plans · 10 of 10 providers priced · log scale · $1.99 → $499/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)Math Modeling Trainer has no comparable Pro price — not plotted

Products in this market

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

OOther6Ranked by relevance
Math Modeling Trainerthis listing
● OTHER · relevance 100%
no public price
mathmodel_pro
● OTHER · relevance 71%
no public price
mathmodeling_skills_jj
● OTHER · relevance 67%
no public price
AG
agent_empire
● OTHER · relevance 64%
no public price
DSH Learning Mode
● OTHER · relevance 64%
no public price
Boring Engineering
● OTHER · relevance 62%
no public price
AAgents21Ranked by relevance
Math Modeling Agent Flow
● AGENT · relevance 79%
no public price
interview_coach_agent
● AGENT · relevance 70%
no public price
tutor_copilot
● AGENT · relevance 70%
no public price
ophyai_interview_coach
● AGENT · relevance 65%
$29/mo Pro
0% vs Pro median
sijiao_skill
● AGENT · relevance 65%
no public price
atlas_school_ai_assistant
● AGENT · relevance 65%
no public price
interviewcoach_ai
● AGENT · relevance 65%
$29/mo Pro
0% vs Pro median
solvely
● AGENT · relevance 64%
$1.99/mo Pro
-93% vs Pro median
ai_tutor_pro
● AGENT · relevance 64%
no public price
tars_ai_tutor
● AGENT · relevance 64%
$499/mo Pro
+1621% vs Pro median
Huihui Qwen3 Coding Agent
● AGENT · relevance 64%
$50/mo Pro
+72% vs Pro median
claap_sales_coaching
● AGENT · relevance 64%
$24/mo Pro
-17% vs Pro median
salary_sage
● AGENT · relevance 64%
$15/mo Pro
-48% vs Pro median
apt_ai
● AGENT · relevance 63%
no public price
Keen Code
● AGENT · relevance 63%
no public price
LongTerMemory
● AGENT · relevance 63%
no public price
MathCode
● AGENT · relevance 63%
no public price
github_hkudsdeeptutor_quotdeep
● AGENT · relevance 63%
no public price
aceda
● AGENT · relevance 63%
$9.99/mo Pro
-66% vs Pro median
Palladia
● AGENT · relevance 62%
no public price
spice_personal
● AGENT · relevance 62%
no public price
PPlatforms6Ranked by relevance
Conjecta
● PLATFORM · relevance 67%
no public price
openchamber
● PLATFORM · relevance 63%
no public price
minimax
● PLATFORM · relevance 63%
no public price
AgentOS
● PLATFORM · relevance 63%
no public price
thesis
● PLATFORM · relevance 62%
no public price
SS-Agent
● PLATFORM · relevance 62%
no public price
MMCP servers12Ranked by relevance
leetcode_mcp_server
● MCP · relevance 65%
$7/mo Pro
-30% vs Pro median
clearfactr
● MCP · relevance 65%
no public price
fitness_coach
● MCP · relevance 64%
no public price
lotus_wisdom_mcp
● MCP · relevance 63%
no public price
Miyagi
● MCP · relevance 63%
no public price
Rapidly MCP
● MCP · relevance 63%
no public price
calculators
● MCP · relevance 63%
$10/mo Pro
0% vs Pro median
CA
calculator_mcp_server
● MCP · relevance 63%
no public price
kaggle_mcp_2
● MCP · relevance 62%
no public price
VibeMath
● MCP · relevance 62%
no public price
shrimp_task_manager
● MCP · relevance 62%
no public price
guide
● MCP · relevance 62%
no public price
FFrameworks4Ranked by relevance
Open Mathematical Modeling Workflow
● FRAMEWORK · relevance 65%
no public price
scientific_learning_skills
● FRAMEWORK · relevance 64%
no public price
polygnosis
● FRAMEWORK · relevance 64%
no public price
yggdrasil_agent
● FRAMEWORK · relevance 63%
no public price
AAPIs1Ranked by relevance
HexStellar CLI and API
● API · relevance 63%
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.