Market around HFM Parity Lab

Open-source Python debugger that compares backtest, replay, and live pipeline traces to identify the first observable divergence. Includes a local read-only MCP server and agent skill for Claude Code or Codex investigations.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

HFM Parity Lab · Pro

No Pro plan

—

Pro-MCP server median

—

insufficient comparable pricing

vs Pro MCP servers

No comparison

HFM Parity Lab doesn't sell Pro

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

Market density

4th pctile

2 competing vendors

Comparable listings · 30d

—

Price spectrum · Pro plans · 2 of 3 providers priced · log scale · $19 → $35/mo

MCP servers APIs◻ shaded = middle 50% · line = median (all types)HFM Parity Lab has no comparable Pro price — not plotted

Products in this market

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

MMCP servers4Ranked by similarity

HFM Parity Labthis listing

GenPark Runtime Variable Diff State Inspector

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.