qbuntuqbuntu
planned for the 2026 launch

Plans

Reading is always free and open — for humans and AI crawlers alike. Paid tiers gate depth, write access, and ads — never the content itself. (See methodology for why the data stays open.)

Plus is your personal honest quant analyst. Ask it anything about the strategies on qbuntu — in plain language, no code — and get answers grounded in the actual verdicts and distributions, including the unflattering ones. from $9.99/mo at launch.

Pro ($19.99/mo) is for when you want the data itself — every run, by API, exportable, licensed for use in your own tools.

Feature
Anonymous
free
Free account
free
Plus
$9.99/mo
Pro
$19.99/mo
Read all content — verdicts, facts, distributions, methodology
AI mirrors — /ai .md, /v1 JSON, /cite, llms.txt, /v1/schema
MCP / API read✓ (rate-limited)✓ (trial)✓ (priority)✓ (high volume)
Adsshownshownad-freead-free
API / MCP write token✓ (low quota)✓ (high)✓ (highest)
Submit to community board (AI-mediated → reproduction gate)✓ (N/day)✓ (more)✓ (more)
Watchlist / alerts (verdict changes, new matches)basicfullfull
Similar-strategy searchkeywordsemantic (limited)semantic (full)semantic (full)
🚩 AI quant analyst chat — ask anything, plain languagedemodaily limitfullfull
Full grid export — every run, CSV / parquet
Programmatic / commercial-use license (API + data in your tools)
Contributor — publish your results to raise your API limits

Your honest AI quant analyst

You don't need to code. Ask in plain words — "has this been tried?", "why was it rejected?", "what's closest to my idea?" — and the analyst answers from qbuntu's verdicts, distributions, and methodology, honestly: including when the answer is "this doesn't hold up, and here's why." Plus is $9.99/month.

qbuntu reports honest backtest verdicts — it is research, not investment advice.

Redistribution, bulk, or on-prem use is a custom arrangement — a contact option arrives at launch.

Prices are being finalized ahead of launch. A First Mind, Inc. product.