Made on
Sep 3, 2026
Price at call
$97.24
6-month call
Bear -5.9%
Target by Mar 2027
$91.50
Great value below
$78.00
Model
v0.6.0
Projection vs Actual (6M history + forecast)
Forecast Change
-5.9% to $91.50
Predicted High
$96.80
in 2 weeks
Predicted Low
$91.50
at 6 months
Max Drawdown (predicted)
-5.9%
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 Sep 3, 2026 1:06 pm
Bear
VLTO trends lower to
$91.50
(-5.9% from $97.24)
by Mar 2027.
decay
ThesisVLTO trades meaningfully above composite fair value ($73) with a weak sentiment tailwind and defensive low-beta behavior. Expect a slow drift lower toward the anchored-PE zone as valuation gravity outweighs the mild narrative, with the deterministic endpoint near $94 as a reasonable anchor but slight downside bias given -58 value score.
Invalidated ifA breakout above $102 on volume or a clean-water infrastructure catalyst reversing the drift; conversely a break below $88 accelerates downside.
| Checkpointtime after the call | Datewhen it gets graded | Predictedthe claim: closing price | Current priceactual close — fills in over time | Predicted returnpredicted vs $97.24 at call | Conv.brain's confidence, 1–10 | Driverwhy the brain put the point here |
|---|---|---|---|---|---|---|
| Prediction made | Sep 3, 2026 | — | $97.24 at call | — | — | The anchor — every point below is measured from this price and date. |
| 2 weeks | Sep 17, 2026 | $92.28–$102.20 typical range · internal point $96.80 | — | ±5.1% | 7/10 | Neutral tape, low beta, minor drift from current |
| What actually happened: closed $95.75 on Sep 16, 2026 = -1.5% vs the call (predicted -0.5%) · direction HIT (called flat, was flat) · off by 1.1 pp · accuracy 10/10 · typical range ±5.1%: inside the band · S&P -2.5% over the same window — lagged it | ||||||
| 1 month | Oct 3, 2026 | $90.05–$104.43 typical range · internal point $96.10 | — | ±7.4% | 6/10 | Continued sideways action absent catalyst |
| 2 months | Nov 3, 2026 | $95.20 | — | -2.1% | 5/10 | Valuation gravity begins to weigh modestly |
| 3 months | Dec 3, 2026 | $94.00 | — | -3.3% | 5/10 | Year-end positioning, defensive holds but fades |
| 4 months | Jan 3, 2027 | $93.20 | — | -4.2% | 4/10 | January reset, mean-reversion toward fair value |
| 5 months | Feb 3, 2027 | $92.40 | — | -5.0% | 4/10 | Value lens pressure persists, no story lift |
| 6 months | Mar 3, 2027 | $91.50 | — | -5.9% | 4/10 | Six-month drift toward anchored-PE support zone |
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 $94.20 (-3.1%) — 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
No weaknesses recorded for this run.All inputs present, no fallbacks used — nothing to flag.
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 | $97.24 |
| Composite fair value | $73.40 |
| Signal-adjusted fair value | $79.62 |
| DCF fair value | $67.51 |
| Anchored-PE fair value | $117.64 |
| Buy-below (value lens) | $78.00 |
| Value net score | -58 |
| Value confidence | 7 / 10 |
| Quality net score | +73 |
| Memo confidence | 7 / 10 |
| Deserved value (base) | — |
| Quality tilt | — |
| Deserved value (used) | — |
| Coherence (value × quality) | — |
Price behaviour (trailing — shapes the realism line)
| Realized volatility (annualized) | 1m 18.6% 3m 25.6% 6m 23.7% |
| Daily σ (realism noise) | 1.6% |
| Beta vs S&P 500 | 1m 0.71 3m -0.19 5m -0.15 |
| Trailing 6-month return | 2.7% |
Knobs (equation params)
| ladder | Array |
| llm_model | claude-opus-4-7 |
| max_tokens | 3000 |
| control_knobs | Array |
| Neutral band (%) | 5 |
| earnings_brief | v1 |
| prompt_version | p1 |
| control_version | v0.3.0 |
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)
| # | Process | Kind | Group |
|---|---|---|---|
| 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 process | Ran | Lag | Run id |
|---|---|---|---|
company-classification |
Sep 3, 2026 | freshest | VLTO-20260903-030001-4ee1 |
ext-forensic-memo |
Sep 3, 2026 | freshest | ext-VLTO-20260903-033001-024b |
ext-lens-quality |
Sep 3, 2026 | freshest | ext-VLTO-20260903-033001-024b |
ext-lens-sentiment |
Sep 3, 2026 | freshest | ext-VLTO-20260903-033001-024b |
ext-lens-value |
Sep 3, 2026 | freshest | ext-VLTO-20260903-033001-024b |
scenario-valuation |
Sep 3, 2026 | freshest | VLTO-20260903-030001-4ee1 |
valuation-synthesis |
Sep 3, 2026 | freshest | VLTO-20260903-030001-4ee1 |
Inputs flagged 7d+ behind the freshest one may be stale relative to the rest of the analysis.
Saved History
1 frozen snapshot — the record we score once predictions mature.| Made | Model | Call | At call | Target | Exp. | Eval due | |
|---|---|---|---|---|---|---|---|
| Sep 3, 2026 | v0.6.0 | Bear | $97.24 | $91.50 | -5.9% | Mar 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.