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Commvault Systems Inc.
Technology · Software - Application
Made on Jul 31, 2026
Price at call $116.42
6-month call Bull +6.5%
Target by Jan 2027 $124.00
Great value below $92.00
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 +6.5% to $124.00
Predicted High $124.00 at 6 months
Predicted Low $105.00 at 2 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 31, 2026 2:08 am
Bull CVLT trends higher to $124.00 (+6.5% from $116.42) by Jan 2027. dip-then-recover
ThesisPost-earnings guidance shock just cut CVLT 20% and the compounder narrative is bruised, so the near-term drifts lower toward the value zone before quality reasserts and the stock grinds back toward the DCF anchor over months.
Invalidated ifA break below $92 on volume without stabilization, or a second guide-down, invalidates the recovery leg.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $116.42 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Jul 31, 2026 $116.42 at call The anchor — every point below is measured from this price and date.
2 weeks Aug 14, 2026 $103.00–$129.84 typical range · internal point $112.50 ±11.5% 6/10 post-shock drift as downgrades and estimate cuts continue
What actually happened: closed $151.10 on Aug 13, 2026 = +29.8% vs the call (predicted -3.4%)  ·  direction MISS (called flat, was up)  ·  off by 33.2 pp  ·  accuracy 2/10  ·  typical range ±11.5%: OUTSIDE the band  ·  S&P +4.1% over the same window — lagged it
1 month Aug 31, 2026 $96.97–$135.87 typical range · internal point $108.00 ±16.7% 6/10 sentiment overhang meets composite fair value gravity
2 months Oct 1, 2026 $105.00 -9.8% 5/10 basing near fair value, low-beta buyers step in
3 months Oct 31, 2026 $110.00 -5.5% 5/10 quality lens reasserts, next print approaches
4 months Dec 1, 2026 $116.00 -0.4% 4/10 beat streak plus guide reset rebuilds confidence
5 months Dec 31, 2026 $120.00 +3.1% 4/10 year-end mean reversion toward DCF anchor
6 months Jan 31, 2027 $124.00 +6.5% 3/10 converges near deterministic baseline as narrative heals

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 $124.22 (+6.7%) — 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 · 1 note — follow the chain top-down (cause → effect).
  • Note
    EPV de-weighted — growth IS the value proposition for this type of company
    upstream:classification

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$116.42
Composite fair value$103.55
Signal-adjusted fair value$103.27
DCF fair value$138.65
Anchored-PE fair value$65.34
Buy-below (value lens)$92.00
Value net score-69
Value confidence7 / 10
Quality net score+68
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 83.7%  3m 57.9%  6m 55.0%  
Daily σ (realism noise)3.6%
Beta vs S&P 500 1m -0.81  3m 0.13  5m 0.42  
Trailing 6-month return29.6%

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 30, 2026 freshest CVLT-20260730-193417-99f0
ext-forensic-memo Jul 30, 2026 freshest ext-CVLT-20260730-210420-917a
ext-lens-quality Jul 30, 2026 freshest ext-CVLT-20260730-210420-917a
ext-lens-sentiment Jul 30, 2026 freshest ext-CVLT-20260730-210420-917a
ext-lens-value Jul 30, 2026 freshest ext-CVLT-20260730-210420-917a
scenario-valuation Jul 30, 2026 freshest CVLT-20260730-205438-66fe
valuation-synthesis Jul 30, 2026 freshest CVLT-20260730-205438-66fe

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.
MadeModelCallAt callTargetExp.Eval due
Jul 31, 2026 v0.6.0 Bull $116.42 $124.00 +6.5% 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.