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Market around Math Modeling Agent Flow

An AI agent workflow for mathematical modeling competitions, covering problem solving, model validation, paper writing, submission consistency checks, and post-competition review through four stages: Solver, Paper, Finalizer, and Growth.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Math Modeling Agent Flow · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
Math Modeling Agent Flow doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
10th pctile
5 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$1.99/mo
1 priced · $1.99–$1.99 mid 50%
MCP servers · Pro median
$32/mo
10 priced · $18.5–$69.25 mid 50%

Agents cost 0.1× MCP servers at the Pro tier.

Price spectrum · Pro plans · 7 of 10 providers priced · log scale · $1.99 → $99/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)Math Modeling Agent Flow has no comparable Pro price — not plotted

Products in this market

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

AAgents7Ranked by relevance
Math Modeling Agent Flowthis listing
● AGENT · relevance 100%
no public price
Math Modeling Trainer
● AGENT · relevance 79%
no public price
noteweave
● AGENT · relevance 61%
no public price
solvely
● AGENT · relevance 60%
$1.99/mo Pro
atlas_school_ai_assistant
● AGENT · relevance 59%
no public price
tutor_copilot
● AGENT · relevance 59%
no public price
CodeWorker
● AGENT · relevance 59%
no public price
OOther5Ranked by relevance
mathmodel_pro
● OTHER · relevance 88%
no public price
mathmodeling_skills_jj
● OTHER · relevance 82%
no public price
breakthrough_ai_research_googl
● OTHER · relevance 60%
no public price
AgendaForge
● OTHER · relevance 60%
no public price
AuthorOps-Pipeline
● OTHER · relevance 59%
no public price
FFrameworks5Ranked by relevance
Open Mathematical Modeling Workflow
● FRAMEWORK · relevance 71%
no public price
agentic_kaggle_skill
● FRAMEWORK · relevance 65%
no public price
polygnosis
● FRAMEWORK · relevance 63%
no public price
dippin
● FRAMEWORK · relevance 61%
no public price
yggdrasil_agent
● FRAMEWORK · relevance 59%
no public price
PPlatforms12Ranked by relevance
SS-Agent
● PLATFORM · relevance 71%
no public price
Conjecta
● PLATFORM · relevance 66%
no public price
codealta
● PLATFORM · relevance 63%
no public price
openchamber
● PLATFORM · relevance 62%
no public price
marvis_risk_agent
● PLATFORM · relevance 62%
no public price
Deepseek Harness
● PLATFORM · relevance 62%
no public price
agentic_engineering
● PLATFORM · relevance 61%
no public price
Fast Agent
● PLATFORM · relevance 60%
no public price
arhub
● PLATFORM · relevance 60%
no public price
ctf_agent_benchmark
● PLATFORM · relevance 60%
no public price
minimax
● PLATFORM · relevance 59%
no public price
holaos
● PLATFORM · relevance 59%
no Pro plan
entry $99/mo
MMCP servers20Ranked by relevance
deliberation
● MCP · relevance 65%
no public price
calculators
● MCP · relevance 63%
$10/mo Pro
-69% vs Pro median
jacobian
● MCP · relevance 61%
no public price
VibeMath
● MCP · relevance 61%
no public price
council_ai
● MCP · relevance 61%
$19.99/mo Pro
-38% vs Pro median
Euclid
● MCP · relevance 61%
no public price
kaggle_mcp_2
● MCP · relevance 61%
no public price
evalgate_mcp
● MCP · relevance 61%
no public price
layerz
● MCP · relevance 60%
no Pro plan
entry $34/mo
Wolfram
● MCP · relevance 60%
no public price
provenanceai
● MCP · relevance 60%
no Pro plan
entry $9/mo
OpenSWMM MCP Server
● MCP · relevance 60%
no public price
tools
● MCP · relevance 60%
$39/mo Pro
+22% vs Pro median
CA
calculator_mcp_server
● MCP · relevance 59%
no public price
clearfactr
● MCP · relevance 59%
no public price
ternlang
● MCP · relevance 59%
$99/mo Pro
+209% vs Pro median
arithym
● MCP · relevance 59%
$5/mo Pro
-84% vs Pro median
Local Worker MCP
● MCP · relevance 59%
no public price
Scholar Feed
● MCP · relevance 59%
$18/mo Pro
-44% vs Pro median
pm_skills_mcp
● MCP · relevance 59%
no public price
AAPIs1Ranked by relevance
HexStellar CLI and API
● API · relevance 64%
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.