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EPAM Systems, Inc.
Technology · Information Technology Services
Made on Aug 29, 2026
Price at call $114.80
6-month call Neutral +3.2%
Target by Mar 2027 $118.50
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 +3.2% to $118.50
Predicted High $118.50 at 6 months
Predicted Low $112.00 at 1 month
Max Drawdown (predicted) -2.4%

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 29, 2026 1:05 pm
Neutral EPAM trends range-bound to $118.50 (+3.2% from $114.80) by Mar 2027. dip-then-recover
ThesisEPAM sits near composite fair value with a recent JPM downgrade and negative 6-month drift capping upside near-term, but consistent EPS beats and a risk-on tape support a slow drift back toward the $117 DCF anchor over six months.
Invalidated ifA break below $100 on heavy volume or a guide-down would falsify; conversely a sustained move above $125 without earnings catalyst suggests stronger re-rating.
Checkpointtime after the call Datewhen it gets graded Predictedthe claim: closing price Current priceactual close — fills in over time Predicted returnpredicted vs $114.80 at call Conv.brain's confidence, 1–10 Driverwhy the brain put the point here
Prediction made Aug 29, 2026 $114.80 at call The anchor — every point below is measured from this price and date.
2 weeks Sep 12, 2026 $99.92–$129.68 typical range · internal point $113.50 ±13.0% 6/10 JPM downgrade weight and weak momentum persist short-term
1 month Sep 29, 2026 $93.24–$136.36 typical range · internal point $112.00 ±18.8% 5/10 Sentiment drag continues absent catalysts
2 months Oct 29, 2026 $115.00 +0.2% 5/10 Q3 earnings anticipation, prior beats support drift up
3 months Nov 29, 2026 $118.00 +2.8% 6/10 Post-earnings beat lifts toward DCF anchor
4 months Dec 29, 2026 $117.00 +1.9% 5/10 Year-end consolidation near fair value
5 months Jan 29, 2027 $116.00 +1.0% 4/10 January tape digestion, value gravity holds
6 months Mar 1, 2027 $118.50 +3.2% 4/10 Gradual convergence toward composite fair value

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 $116.97 (+1.9%) — 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$114.80
Composite fair value$116.18
Signal-adjusted fair value$108.06
DCF fair value$117.69
Anchored-PE fair value$147.55
Buy-below (value lens)$92.00
Value net score-21
Value confidence7 / 10
Quality net score+16
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 70.3%  3m 65.1%  6m 53.3%  
Daily σ (realism noise)4.1%
Beta vs S&P 500 1m 1.58  3m -0.07  5m -0.24  
Trailing 6-month return-18.5%

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 Aug 3, 2026 25d behind EPAM-20260803-164946-600b
ext-forensic-memo Aug 29, 2026 freshest ext-EPAM-20260829-012333-a000
ext-lens-quality Aug 29, 2026 freshest ext-EPAM-20260829-012333-a000
ext-lens-sentiment Aug 29, 2026 freshest ext-EPAM-20260829-012333-a000
ext-lens-value Aug 29, 2026 freshest ext-EPAM-20260829-012333-a000
scenario-valuation Aug 29, 2026 freshest EPAM-20260829-010001-dc28
valuation-synthesis Aug 29, 2026 freshest EPAM-20260829-010001-dc28

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 29, 2026 v0.6.0 Neutral $114.80 $118.50 +3.2% Mar 2027 viewing
Aug 4, 2026 v0.6.0 Bull $107.26 $120.00 +11.9% Feb 2027 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.