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Samsara Inc. Class A Common Stock
Technology · Software - Infrastructure
Made on Sep 3, 2026
Price at call $38.34
6-month call Bear -21.8%
Target by Mar 2027 $30.00
Great value below $28.00
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 -21.8% to $30.00
Predicted High $37.60 in 2 weeks
Predicted Low $30.00 at 6 months
Max Drawdown (predicted) -21.8%

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 Sep 3, 2026 1:08 pm
Bear IOT trends lower to $30.00 (-21.8% from $38.34) by Mar 2027. ride-then-fade
ThesisIOT is a story-priced SaaS name with rich valuation (attractive only below $28) and negative value/quality/sentiment lenses, but a strong 6-month uptrend and a 3-for-3 beat streak provide near-term support. Absent an imminent print, I expect modest early drift lower on risk-off sentiment, a bounce attempt, then gradual value gravity pulling it toward the high-20s over 6 months.
Invalidated ifA decisive break above $42 on volume, or a blowout guide raise, would invalidate the fade; conversely a break below $32 accelerates decay past targets.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $38.34 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Sep 3, 2026 $38.34 at call The anchor — every point below is measured from this price and date.
2 weeks Sep 17, 2026 $33.93–$42.75 typical range · internal point $37.60 ±11.5% 6/10 Risk-off tape and negative sentiment weigh mildly
What actually happened: closed $40.66 on Sep 16, 2026 = +6.1% vs the call (predicted -1.9%)  ·  direction MISS (called flat, was up)  ·  off by 8.0 pp  ·  accuracy 4/10  ·  typical range ±11.5%: inside the band  ·  S&P -2.5% over the same window — beat it
1 month Oct 3, 2026 $31.95–$44.73 typical range · internal point $36.80 ±16.7% 5/10 Continued sentiment drag, no catalyst to lift
2 months Nov 3, 2026 $37.50 -2.2% 4/10 Oversold bounce as beat history reasserts
3 months Dec 3, 2026 $35.50 -7.4% 4/10 Year-end de-risking on rich multiples
4 months Jan 3, 2027 $33.00 -13.9% 4/10 January reset, value gravity begins asserting
5 months Feb 3, 2027 $31.50 -17.8% 3/10 Drift toward fair-value zone continues
6 months Mar 3, 2027 $30.00 -21.8% 3/10 Approaching attractive-below-28 anchor over time

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 $0.00 (+0.0%) — 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 · 6 notes — follow the chain top-down (cause → effect).
  • Degraded
    No usable fair-value anchor — brain-only (anchorless) mode: no v0.3 control line, prediction reasons from lenses/sentiment/regime/price behaviour.
    value_anchor
  • Note
    No positive earnings — traditional DCF and EPV are not applicable
    upstream:classification
  • Note
    Valuation is inherently speculative — based on revenue multiples and growth assumptions
    upstream:classification
  • Note
    Valuation anchor absent: composite_fair_value.
    anchor:composite_fair_value
  • Note
    Valuation anchor absent: dcf.
    anchor:dcf
  • Note
    Valuation anchor absent: anchored_pe.
    anchor:anchored_pe
  • Note
    Valuation anchor absent: signal_adjusted.
    anchor:signal_adjusted

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$38.34
Composite fair value
Signal-adjusted fair value
DCF fair value
Anchored-PE fair value
Buy-below (value lens)
Value net score-68
Value confidence7 / 10
Quality net score-18
Memo confidence— / 10
Deserved value (base)
Quality tilt
Deserved value (used)
Coherence (value × quality)

Price behaviour (trailing — shapes the realism line)

Realized volatility (annualized) 1m 49.2%  3m 57.8%  6m 64.4%  
Daily σ (realism noise)3.6%
Beta vs S&P 500 1m 2.53  3m 0.55  5m 0.26  
Trailing 6-month return28.2%

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 #8eb3df85c300

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 Sep 3, 2026 freshest IOT-20260903-040001-0595
ext-forensic-memo Sep 3, 2026 freshest ext-IOT-20260903-043104-8378
ext-lens-quality Sep 3, 2026 freshest ext-IOT-20260903-043104-8378
ext-lens-sentiment Sep 3, 2026 freshest ext-IOT-20260903-043104-8378
ext-lens-value Sep 3, 2026 freshest ext-IOT-20260903-043104-8378
scenario-valuation Sep 3, 2026 freshest IOT-20260903-040001-0595
valuation-synthesis Sep 3, 2026 freshest IOT-20260903-040001-0595

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
Sep 3, 2026 v0.6.0 Bear $38.34 $30.00 -21.8% 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.