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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.comPricing 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
7th pctile
3 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$1.99/mo
1 priced · $1.99–$1.99 mid 50%
MCP servers · Pro median
$25/mo
11 priced · $14–$59.5 mid 50%

Agents cost 0.1× MCP servers at the Pro tier.

Price spectrum · Pro plans · 8 of 11 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.

AAgents8Ranked by relevance
Math Modeling Agent Flowthis listing
AGENT · relevance 100%
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
codework
AGENT · relevance 58%
no public price
zero_terminal_agent
AGENT · relevance 58%
no public price
OOther4Ranked 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
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
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%
$30 one-time Pro
not monthly-comparable
thesis
PLATFORM · relevance 58%
no public price
MMCP servers21Ranked by relevance
deliberation
MCP · relevance 65%
no public price
calculators
MCP · relevance 63%
$10/mo Pro
-60% 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
-20% vs Pro median
Euclid
MCP · relevance 61%
$50 one-time Pro
not monthly-comparable
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%
$9/mo Pro
-64% vs Pro median
tools
MCP · relevance 60%
$39/mo Pro
+56% 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
+296% vs Pro median
arithym
MCP · relevance 59%
$5/mo Pro
-80% vs Pro median
Local Worker MCP
MCP · relevance 59%
no public price
Scholar Feed
MCP · relevance 59%
$18/mo Pro
-28% vs Pro median
pm_skills_mcp
MCP · relevance 59%
no public price
humanforai
MCP · relevance 58%
no public price
codingbuddy
MCP · relevance 58%
no public price
FFrameworks4Ranked by relevance
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
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.