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eBay Inc.
Consumer Cyclical · Internet Retail
Made on Jul 22, 2026
Price at call $113.05
6-month call Bear -9.8%
Target by Jan 2027 $102.00
Great value below $88.00
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 -9.8% to $102.00
Predicted High $119.00 at 1 month
Predicted Low $102.00 at 6 months
Max Drawdown (predicted) -9.8%

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 Jul 22, 2026 6:13 am
Bear EBAY trends lower to $102.00 (-9.8% from $113.05) by Jan 2027. ride-then-fade
ThesisCohen's 10% stake and takeover chatter dominate near-term action, with the Aug 5 earnings print (8-of-8 beat streak) likely reinforcing bullish sentiment. Over months, valuation gravity from a composite fair value near $36 pulls the stock down, but activist support and buyback capacity limit the descent well above deterministic fair value.
Invalidated ifCohen exits the position, or an earnings miss breaks the 8-quarter streak, or shares break below $95 support on heavy volume.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $113.05 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Jul 22, 2026 $113.05 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 5, 2026 $105.84–$120.26 typical range · internal point $117.50 ±6.4% 6/10 Earnings beat streak plus activist bid keeps momentum
What actually happened: closed $109.61 on Aug 4, 2026 = -3.0% vs the call (predicted +3.9%)  ·  direction HIT (called flat, was flat)  ·  off by 7.0 pp  ·  accuracy 7/10  ·  typical range ±6.4%: inside the band  ·  S&P +3.2% over the same window — lagged it
1 month Aug 22, 2026 $102.60–$123.50 typical range · internal point $119.00 ±9.2% 5/10 Post-earnings drift, Cohen headlines sustain premium
What actually happened: closed $104.11 on Aug 21, 2026 = -7.9% vs the call (predicted +5.3%)  ·  direction MISS (called up, was down)  ·  off by 13.2 pp  ·  accuracy 4/10  ·  typical range ±9.2%: inside the band  ·  S&P +2.3% over the same window — lagged it
2 months Sep 22, 2026 $115.00 +1.7% 5/10 Activist narrative cools, valuation questions resurface
3 months Oct 22, 2026 $110.00 -2.7% 5/10 Q3 print looms, sentiment tailwind fades gradually
4 months Nov 22, 2026 $107.00 -5.3% 4/10 Value gravity asserts as takeover urgency dims
5 months Dec 22, 2026 $104.00 -8.0% 4/10 Year-end positioning, rich multiple weighs on shares
6 months Jan 22, 2027 $102.00 -9.8% 4/10 Drift toward deterministic baseline as story stales

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 $100.27 (-11.3%) — 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 · 2 notes — follow the chain top-down (cause → effect).
  • Degraded
    Valuation is extremely fragile — almost no scenarios support the current price
    upstream:valuation-synthesis
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf
  • Note
    Valuation anchor absent: anchored_pe.
    anchor:anchored_pe

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$113.05
Composite fair value$35.78
Signal-adjusted fair value$32.67
DCF fair value
Anchored-PE fair value
Buy-below (value lens)$88.00
Value net score-48
Value confidence5 / 10
Quality net score+36
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 27.9%  3m 32.0%  6m 34.6%  
Daily σ (realism noise)2.0%
Beta vs S&P 500 1m -0.12  3m 0.22  5m 0.56  
Trailing 6-month return21.5%

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 Jul 22, 2026 freshest EBAY-20260722-030001-c4a4
ext-forensic-memo Jul 22, 2026 freshest ext-EBAY-20260722-055558-4790
ext-lens-quality Jul 22, 2026 freshest ext-EBAY-20260722-055558-4790
ext-lens-sentiment Jul 22, 2026 freshest ext-EBAY-20260722-055558-4790
ext-lens-value Jul 22, 2026 freshest ext-EBAY-20260722-055558-4790
scenario-valuation Jul 22, 2026 freshest EBAY-20260722-030001-c4a4
valuation-synthesis Jul 22, 2026 freshest EBAY-20260722-030001-c4a4

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 18, 2026 v0.6.0 Bear $100.94 $87.00 -13.8% Feb 2027 view
Jul 22, 2026 v0.6.0 Bear $113.05 $102.00 -9.8% Jan 2027 viewing

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.