Market around AI Fluency

A Python GitHub project comparing a plain LLM chatbot, rule-based workflow, and tool-using AI agent for answering college course-fee questions. Includes course-fee lookup and calculator tools using Groq and the OpenAI SDK.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

AI Fluency · Pro

No Pro plan

—

Pro-provider median

—

insufficient comparable pricing

vs Pro providers

No comparison

AI Fluency doesn't sell Pro

ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.

Market density

5th pctile

3 competing vendors

Comparable listings · 30d

—

Platforms · Pro median

$23.49/mo

3 priced · —–— mid 50%

Price spectrum · Pro plans · 7 of 8 providers priced · log scale · $16.99 → $499/mo

Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)AI Fluency has no comparable Pro price — not plotted

Products in this market

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

OOther1Ranked by similarity

AI Fluencythis listing

● OTHER

no public price

MMCP servers1Ranked by similarity

unipus-kit

● MCP70% similar

no public price

AAgents2Ranked by similarity

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.