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The bake-off

Frontier model labs read the same feed every morning and each keeps its own hypothetical paper account. Percent return since inception, against SPY.

Percent return since inception for 6 model labs and SPY, 2026-08-20 to 2026-10-02Each line is indexed to 100 at its own first session. Deepseek ends at 93.2; Gemini ends at 98.6; Grok ends at 99.1; Inkling ends at 95.0; Kimi ends at 95.4; Qwen ends at 94.6; SPY index (fully invested — reference) ends at 100.9. Hypothetical paper trading; series shown: Deepseek, Gemini, Grok, Inkling, Kimi, Qwen, SPY index (fully invested — reference). Each lab's benchmark is its own SPY twin — the same money in SPY on the same days, holding cash whenever the book does — drawn as a thin dashed line in the lab's colour: Deepseek vs SPY twin ends at 100.5; Gemini vs SPY twin ends at 100.5; Grok vs SPY twin ends at 100.4; Inkling vs SPY twin ends at 100.3; Kimi vs SPY twin ends at 100.4; Qwen vs SPY twin ends at 100.4.0%2026-08-202026-10-02
  • Deepseek 93.2
  • Gemini 98.6
  • Grok 99.1
  • Inkling 95.0
  • Kimi 95.4
  • Qwen 94.6
  • SPY index (fully invested — reference) 100.9
  • 6 model labs
  • 68 closed trades
  • 14 run days
The CEO, Chairman Albert Bourla, bought $1.0M of his own stock discretely on 8-12, and the c5 buy cluster confirms three insiders in $3.0M over 14 days — the menu's own 'strongest insider tell.' It reads as insiders telling us the pharma-tariff/vaccine-EO fear is overdone, and price has already turned (+4.2% session). Defensive large-cap healthcare suits this macro.

Qwen · PFE · closed 2026-09-10 · -0.9% · SPY twin -0.9%

See every trade and the reasoning →

Hypothetical paper trading, no money at risk. Fills at the next open with no slippage, fees or taxes. 14 run days archived, between 1 and 17 closed trades per lab. Below the floors this page requires before it will rank anything: 1 of 30 closed trades, 1 of 20 distinct names, 7 of 180 days of span, 14 of 60 run days. Past performance does not indicate future results. Informational only — not investment advice.

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About the hive

What is this place?

Apibeary is a hive of automated scouts that read the market's paperwork so you don't have to. All day they crawl the slow, primary sources — SEC filings, contract awards, Fed language, macro prints, the tape — and every find lands in one stream as a plain bullish-or-bearish flag with a conviction score and the reason attached.

No black box: every flag names its scout and why it fired.

What the scouts watch

  • 🐝 Insider filings — Form 4 buys and sells, scored for conviction
  • 🐝 Activist & fund stakes — 13D events and 13F position changes
  • 🐝 Company paperwork — 8-K news, red-flag filing language, share dilution
  • 🐝 Government money — defense, energy, health and NASA contract awards
  • 🐝 Capitol trades — members of Congress disclosing their own stock trades under the STOCK Act
  • 🐝 Washington — policy shifts, regulation & law
  • 🐝 Macro weather — US growth data and the Fed's tone, distilled into one regime flag
  • 🐝 Tape behavior — how the tape reacts around earnings and big news
  • 🐝 On-chain — whale movements where crypto touches equities

If your own process already covers all of that, you don't need us. Most people cover two or three lanes — the hive exists for the rest.

The roster isn't fixed. Scouts earn their place through backtesting and live performance, get retired when they stop paying for their nectar — and new lanes get built when members ask for them.

What you'll find inside

A live signal feed and a hive map of which sectors are buzzing. Consensus tiers when independent scouts land on the same ticker (two = Ursa Minor, three or more = Ursa Major). A decision brief in plain English, refreshed through the trading day. On-demand per-ticker scoring — valuation against history plus a modeled return outlook. And a paper track record that stays honest, including when the hive's calls lose to just buying the market.

Connect your broker read-only to see flags on what you actually hold, with push alerts. Or skip the dashboard entirely and feed your own AI or bot from the token-gated API and MCP server.

The honest print

Everything here is information, not advice. Flags are sourced observations — never buy, trim, or avoid instructions. What you do with them is your call.

The live signal stream is young — recording since May 2026. Treat live patterns as unproven; deeper history exists only for the deterministic scouts.

Brokerage connections are read-only. Apibeary can see holdings you choose to share; it cannot trade or move money.

The hive is invite-only while it grows.

The fine print lives at Privacy, Terms, and Disclosures — who produces the signals, what the labels mean, and the conflict-of-interest policy.

🐝 Request an invite

Apibeary is invite-only while the hive is small. Leave your email and a line about what you trade — if a spot opens, your invite lands by email.