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Interactive Brokers Group Inc.
Financial Services · Capital Markets
Made on Aug 6, 2026
Price at call $88.74
6-month call Bull +7.4%
Target by Feb 2027 $95.30
Great value below $75.00
Model v0.6.0

Projection vs Actual (6M history + forecast)

The masterbrain's trajectory (blue, curved through its 7 checkpoints), the deterministic v0.3 control (dashed), and the actual price (green) overlaid from the prediction date forward.
Forecast Change +7.4% to $95.30
Predicted High $95.30 at 6 months
Predicted Low $90.20 in 2 weeks

Forecast

The masterbrain trajectory — 7 dated checkpoints. Short rungs (2w, 1m) show the typical range as the primary claim; point calls run from 2 months out. Every claim still gets graded. Predicted Aug 6, 2026 1:05 am
Bull IBKR trends higher to $95.30 (+7.4% from $88.74) by Feb 2027. ride-then-fade
ThesisIBKR trades near composite fair value with strong quality and a supportive risk-on tape, so modest upside toward the deterministic $95 endpoint is the base case. Bullish sentiment and momentum carry the early weeks, then value gravity slows the ascent as price meets fair-value ceiling. No earnings catalyst inside the window limits both breakout and breakdown risk.
Invalidated ifA break below $80 on a regime flip to risk-off, or a sharp move above $100 without earnings, would falsify this path.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $88.74 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 6, 2026 $88.74 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 20, 2026 $81.74–$95.74 typical range · internal point $90.20 ±7.9% 7/10 Risk-on tape and positive sentiment extend recent momentum
What actually happened: closed $90.54 on Aug 19, 2026 = +2.0% vs the call (predicted +1.7%)  ·  direction HIT (called flat, was flat)  ·  off by 0.4 pp  ·  accuracy 10/10  ·  typical range ±7.9%: inside the band  ·  S&P 0.0% over the same window — beat it
1 month Sep 6, 2026 $78.60–$98.88 typical range · internal point $91.80 ±11.4% 6/10 Analyst tone and quality bid push toward fair value
2 months Oct 6, 2026 $93.50 +5.4% 5/10 Drift higher into Q3 print anticipation, momentum intact
3 months Nov 6, 2026 $94.80 +6.8% 5/10 Value gravity meets composite fair value near 90-95
4 months Dec 6, 2026 $95.20 +7.3% 4/10 Stalls near anchor; no catalyst, beta-driven chop
5 months Jan 6, 2027 $94.60 +6.6% 4/10 Year-end rebalancing trims extended quality winners
6 months Feb 6, 2027 $95.30 +7.4% 3/10 Converges to deterministic endpoint near fair value

Why ranges on the short rungs? A 102-prediction trial (2026-07-21) showed 2-week point calls carry no information here — three prompt formulations all lost to simply predicting zero — while the stock's own volatility scale (σ×√t) described those windows well. So the short rungs claim what's actually knowable: the typical travel, with earnings timing flagged where the variance will come from. The internal point calls keep being generated and graded to map where real skill begins. Full evidence: stocks/predictions/V0.5-DESIGN.md §8.

Deterministic control (v0.3 value line) targets $95.19 (+7.3%) — both lines get graded at every checkpoint, so the brain has to beat the formula, not just replace it. Brain: claude-opus-4-7.

Weaknesses

0 blocking · 1 degraded · 1 note — follow the chain top-down (cause → effect).
  • Degraded
    [caution] Sector in contraction — demand weakening across the industry
    upstream:valuation-synthesis
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf

Equation Inputs

Everything feeding the v0.6.0 model — value anchors, the stock's own price behaviour, and the tunable knobs.

Value anchors (from deep analysis)

Price at call$88.74
Composite fair value$90.10
Signal-adjusted fair value$90.91
DCF fair value
Anchored-PE fair value$34.00
Buy-below (value lens)$75.00
Value net score-29
Value confidence8 / 10
Quality net score+86
Memo confidence7 / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 39.1%  3m 39.6%  6m 41.2%  
Daily σ (realism noise)2.5%
Beta vs S&P 500 1m 1.77  3m 1.45  5m 1.71  
Trailing 6-month return20.3%

Knobs (equation params)

ladderArray
llm_modelclaude-opus-4-7
max_tokens3000
control_knobsArray
Neutral band (%)5
earnings_briefv1
prompt_versionp1
control_versionv0.3.0

Version & Tech Chain

What produced this prediction — stamped on the record so versions can be compared by success rate later.
Model v0.6.0 #271041f8fcd5

Tech composition (what this version is built from)

#ProcessKindGroup
1 Synthesis valuation-synthesis deterministic final
2 Scenario Analysis scenario-valuation deterministic valuation
3 Valuation / Mispricing ext-lens-value llm extended
4 Company Quality ext-lens-quality llm extended
5 Forensic Memo (combiner) ext-forensic-memo llm extended
6 Classification company-classification llm foundation
7 Live Quote fmp-quote data market-data

Inputs used (the runs that fed this prediction)

Upstream processRanLagRun id
company-classification Aug 6, 2026 freshest IBKR-20260806-000518-0d34
ext-forensic-memo Aug 6, 2026 freshest ext-IBKR-20260806-005228-969a
ext-lens-quality Aug 6, 2026 freshest ext-IBKR-20260806-005228-969a
ext-lens-sentiment Aug 6, 2026 freshest ext-IBKR-20260806-005228-969a
ext-lens-value Aug 6, 2026 freshest ext-IBKR-20260806-005228-969a
scenario-valuation Aug 6, 2026 freshest IBKR-20260806-000518-0d34
valuation-synthesis Aug 6, 2026 freshest IBKR-20260806-000518-0d34

Inputs flagged 7d+ behind the freshest one may be stale relative to the rest of the analysis.

Saved History

2 frozen snapshots — the record we score once predictions mature.
MadeModelCallAt callTargetExp.Eval due
Aug 6, 2026 v0.6.0 Bull $88.74 $95.30 +7.4% Feb 2027 viewing
Jun 29, 2026 v0.3.0 view

Not Yet Modeled

What this v0.6.0 forecast deliberately ignores — the work ahead, in plain sight.
  • Scenario probabilities — one path, no bull/bear split (base_prob = 1.0).
  • Intraday / sub-2-week behaviour — the first claim is at 14 days by design (EOD product).
  • Position sizing / portfolio context — the path is a price claim only.