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Airbnb, Inc.
Consumer Cyclical · Travel Services
Made on Aug 10, 2026
Price at call $178.07
6-month call Bear -13.5%
Target by Feb 2027 $154.00
Great value below $130.00
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 -13.5% to $154.00
Predicted High $184.00 at 1 month
Predicted Low $154.00 at 6 months
Max Drawdown (predicted) -13.5%

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 10, 2026 12:56 am
Bear ABNB trends lower to $154.00 (-13.5% from $178.07) by Feb 2027. ride-then-fade
ThesisABNB is materially overvalued vs fair value ($36) but ridden by AI narrative, blowout print, and risk-on tape. Momentum and sentiment likely extend near-term, then value gravity and narrative decay pull it lower toward the deterministic baseline over months 3-6.
Invalidated ifA break above $200 on sustained volume or a decisive close below $155 in first 6 weeks would invalidate the ride-then-fade thesis.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $178.07 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 10, 2026 $178.07 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 24, 2026 $162.43–$193.71 typical range · internal point $182.50 ±8.8% 7/10 Momentum and risk-on tape extend post-print rally
1 month Sep 10, 2026 $155.40–$200.74 typical range · internal point $184.00 ±12.7% 6/10 AI narrative peaks, buyers still active
2 months Oct 10, 2026 $178.00 +0.0% 5/10 Momentum stalls near resistance, first profit-taking
3 months Nov 10, 2026 $170.00 -4.5% 5/10 Narrative fades, valuation concerns resurface
4 months Dec 10, 2026 $164.00 -7.9% 4/10 Year-end positioning, mean-reversion pressure builds
5 months Jan 10, 2027 $158.00 -11.3% 4/10 Value gravity drags toward deterministic anchor
6 months Feb 10, 2027 $154.00 -13.5% 4/10 Converges near baseline as premium compresses

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 $153.74 (-13.7%) — 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 · 0 degraded · 2 notes — follow the chain top-down (cause → effect).
  • 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$178.07
Composite fair value$36.38
Signal-adjusted fair value$33.25
DCF fair value
Anchored-PE fair value
Buy-below (value lens)$130.00
Value net score-57
Value confidence6 / 10
Quality net score+66
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 60.4%  3m 44.1%  6m 39.2%  
Daily σ (realism noise)2.8%
Beta vs S&P 500 1m 0.72  3m 0.77  5m 1.10  
Trailing 6-month return46.8%

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 10, 2026 freshest ABNB-20260810-000802-1d58
ext-forensic-memo Aug 10, 2026 freshest ext-ABNB-20260810-004545-94e8
ext-lens-quality Aug 10, 2026 freshest ext-ABNB-20260810-004545-94e8
ext-lens-sentiment Aug 10, 2026 freshest ext-ABNB-20260810-004545-94e8
ext-lens-value Aug 10, 2026 freshest ext-ABNB-20260810-004545-94e8
scenario-valuation Aug 10, 2026 freshest ABNB-20260810-000802-1d58
valuation-synthesis Aug 10, 2026 freshest ABNB-20260810-000802-1d58

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 10, 2026 v0.6.0 Bear $178.07 $154.00 -13.5% Feb 2027 viewing
Jul 11, 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.