NASDAQ:TLN Talen Energy Corporation

ISIN: US87500B1098
Utilities / IPPNuclear + Gas PowerAI-power cohortSpeculativeSpeculative: GAAP-negative, highly leveraged (D/E ~6x), valued on future data-centre-power contracts — AI-cohort risk
NASDAQ · Houston · Nuclear (Susquehanna) + gas IPP · ~$18bn mkt cap Analysis Status: On-Going
$379.27
+0.5% (day); +3.1% since 9 Jul
23 Jul 2026 · Signal v6
Changes Since Last Report (vs. 9 Jul 2026, $367.88)

Talen is up +3.1% to $379.27, consolidating below its $451 high. Signals unchanged — HOLD / HOLD / HOLD: the Driver stays the strongest on the watchlist (83, AI-data-centre power) with Utilities/power favoured, but the base is capped at HOLD by a speculative valuation (GAAP-negative, EV/EBITDA ~28x) and heavy leverage (D/E ~6.3x) — and a HOLD never amplifies, however strong the driver. The tape is strongly-bullish but extended (monthly RSI ~71). The Street is 85% Buy with ~22% upside; the framework holds on valuation + leverage + AI-cohort risk (FERC co-location + a data-centre-capex pause are the §11 bear). Watch a break of $416/$451 or a pullback into $329-347 / a new PPA / the 5 Aug Q2. Next update ~6 Aug.

DISCLAIMER: This is a quantitative framework for educational purposes only. It is not financial advice. Always do your own research and consult a licensed financial advisor before making investment decisions.

Talen Energy Corporation

Talen Energy is a US independent power producer (IPP) — it owns and operates a fleet of nuclear and gas-fired power plants, anchored by the large Susquehanna nuclear station in Pennsylvania. Its business is generating and selling electricity into competitive wholesale markets (PJM), increasingly under long-term contracts. What has transformed Talen is the AI-data-centre power boom: it has signed landmark power-supply deals to feed hyperscaler data centres directly (co-located behind-the-meter and via PPAs), converting a commodity generator into a contracted-cash-flow, data-centre-power play. That re-rating is the whole story — and the whole risk: the stock trades on the value of future contracted power to AI, not on trailing (GAAP-negative) earnings. It is a leveraged, high-beta, speculative name whose fortunes track power prices, contract wins and the durability of the data-centre-power thesis.

HorizonSignalComposite ScoreConfidenceKey Driver
Short-term (1–3 mo)HOLD5452%Strong uptrend but extended (monthly RSI 71), consolidating below the $451 high — no fresh edge
Medium-term (6–12 mo)HOLD5255%Powerful data-centre-power driver, but a speculative multiple + heavy leverage cap it
Long-term (3–5 yr)HOLD5455%The AI-power thesis is real but fully-priced and leveraged — wait for a better entry / de-risking
Next update: 2026-08-06 — Q2 earnings 2026-08-05 (after close) +1 trading day
Table of Contents
1Five-Pillar Scorecard2Hard Gates & Do-Not-Buy Status3Pillar Detail: Business Quality4Pillar Detail: Valuation Attractiveness5Pillar Detail: Underlying Drivers6Pillar Detail: Economic Alignment7Pillar Detail: Entry/Exit Timing8Economic Event Risk9Multi-Timeframe Technical Analysis10Price Chart (6-Month Daily)11Scenario Summary12Entry / Exit Rules13Position Sizing Context14Calibration Snapshot15Data Sources & Methodology
1

Five-Pillar Scorecard

Five independent scores — each 0–100 with its own confidence. The three fundamental pillars (Quality / Valuation / Timing) set the base BUY/HOLD/SELL via the Decision Matrix; the two context pillars (Underlying Drivers, Economic Alignment) then amplify a BUY to STRONG BUY or a SELL to STRONG SELL when both corroborate.

Business Quality

64
medium (leveraged IPP)
conf 62%

Valuation Attractiveness

52
speculative
conf 60%

Entry/Exit Timing

60
bullish but extended
conf 58%

Underlying Drivers

83
Strong Tailwind
conf 68%

Economic Alignment

66
Trend-Following
conf 60%
2

Hard Gates & Do-Not-Buy Status

Binary safety checks — any TRIGGERED gate is a hard cap regardless of the scores above; CAUTION gates are sizing notes.
⚠️
Financial Distress
CAUTION — high leverage (D/E ~6.3x, debt/assets 62%, interest coverage ~0.9x on GAAP) is a real risk for a merchant generator, mitigated by strong FCF (~$18/sh) and contracted cash flows. Not distress, but a lever to watch.
⚠️
Earnings Event Risk
CAUTION — Q2 results due ~early August (within ~2 weeks); a high-beta name into a binary-ish print. Next update timed to capture it.
⚠️
Valuation Ceiling
CAUTION — speculative: GAAP-negative (no P/E), EV/EBITDA ~28x, P/FCF ~20.6x for a power producer — richly valued on FUTURE contracted-power growth, not trailing earnings. Caps the base at HOLD.
⚠️
Structural / AI-cohort
CAUTION — Talen is squarely in the AI-power cohort; a data-centre-capex pause would hit the contracted-power thesis and the multiple. The macro's AI-concentration tail is armed-not-triggering; carried as a §11 bear, not a DNB.
⚠️
Regulatory
CAUTION — behind-the-meter / co-location data-centre power arrangements face FERC/regulatory scrutiny (interconnection rules) — a swing factor for the thesis.
3

Pillar Detail: Business Quality

A deep dive into the Quality score: business economics, moat, ROIC and the industry benchmark.
Business Quality — Pillar Score
A transformed nuclear+gas IPP riding the data-centre-power boom — real contracted cash flows now, but heavy leverage, GAAP losses and commodity/merchant exposure keep quality mid-tier.
64
conf 62%

Lifecycle / sector: Independent power producer (Utilities/IPP) in a growth re-rating. Scored on IPP economics — generation fleet, contracted vs merchant mix, FCF, leverage — not P/E (GAAP-negative). The nuclear base (Susquehanna) + data-centre contracts are the quality; the leverage + merchant exposure are the offsets.

Sub-signalValueBenchmarkScoreRead
Asset baseLarge nuclear + gas fleet78Susquehanna nuclear = scarce, carbon-free baseload
Contracted cash flowsGrowing (data-centre PPAs)74Converting merchant risk to contracted revenue
FCF / share~$1870Strong FCF despite GAAP losses
LeverageD/E ~6.3x<3x healthier40The key risk — heavily levered
GAAP profitabilityNegative (net loss)45Earnings distorted by financing/one-offs; FCF is the truer read
Industry benchmark — contracted mix + FCF: the shift from merchant to contracted (data-centre) cash flow is the quality upgrade; the leverage is the drag. Rating: MIXED / improving. Benchmark score 64/100. The nuclear baseload is a genuine scarcity moat; the balance sheet is not.
Pricing power
60
Scarce baseload + tight PJM power market; contract pricing improving
Network effects
50
n/a
Switching costs
60
Long-dated PPAs lock in data-centre offtake
Cost advantage
62
Nuclear baseload low marginal cost; carbon-free premium
Intangibles
58
Scarce interconnected nuclear capacity near load

Moat average ≈ 58. The edge is scarce, carbon-free baseload next to booming data-centre demand; the vulnerabilities are leverage, merchant/power-price exposure, and regulatory risk on co-location.

Competitive Environment. Competing to supply power to data centres against other IPPs and utilities; share trajectory gaining (landmark deals) but the space is heating up.
RivalThreatShare trajectoryErosion vector
Constellation, Vistra (nuclear/IPP)Rival data-centre-power suppliersTLN gaining/competitiveCompeting for hyperscaler PPAs
Regulated utilitiesGrid-connected data-centre powerTLN niche (behind-the-meter/nuclear)FERC rules on co-location could favour grid supply
New gas/renewables + storageAlternative data-centre powerTLN's nuclear scarceLong-run supply additions

→ Net effect: Cost Advantage 62, Switching Costs 60 — the scarce-nuclear position is real, but the data-centre-power race is competitive and regulation is a swing factor. Threat level: elevated.

ROIC / capital allocation: improving as contracts ramp; the priority is de-levering + funding growth. No dividend. The capital story is converting the AI-power optionality into contracted cash while managing the debt load.

4

Pillar Detail: Valuation Attractiveness

Sector-appropriate multiples, FCF yield, reverse-DCF implied growth, embedded optionality, and the analyst-consensus cross-check.
Valuation Attractiveness — Pillar Score
Speculative — GAAP-negative, EV/EBITDA ~28x, P/FCF ~20.6x for an IPP. Priced on future contracted-power growth; not cheap on any current metric.
52
conf 60%

Anchor (no clean warranted multiple — speculative): Talen is GAAP-negative, so P/E is meaningless; on EV/EBITDA ~28x and P/FCF ~20.6x (~4.9% FCF yield) it is richly valued for a power producer (traditional IPPs trade high-single-digit EV/EBITDA). The premium is entirely the data-centre-power growth story — the market is capitalising future contracted cash flows. The warranted-multiple anchor is skipped (no reliable multiple); the read is Speculative — value depends on the thesis playing out, which caps the base at HOLD.

MetricTLNRead
P/En/m (GAAP loss)No earnings anchor
EV/EBITDA~28xRich vs IPP norms (high-single-digit)
P/FCF (FCF yield)~20.6x (~4.9%)Fair-ish, but on levered FCF
P/Sales~5.3xHigh for a generator
LeverageD/E ~6.3xAmplifies both directions

Implied-growth read: at ~28x EV/EBITDA the market prices Talen for a large, durable data-centre-power annuity that mostly hasn't been contracted yet. If the deals keep coming and power prices stay firm, the multiple is defensible; if data-centre capex pauses or regulation blocks co-location, a leveraged, richly-priced name de-rates hard. This is a thesis stock, not a value stock.

Embedded Optionality / Free Upside: (1) additional data-centre PPAs (each new deal re-rates the contracted-cash-flow base); (2) Susquehanna uprate / life-extension optionality; (3) rising PJM power/capacity prices. The market already pays for a lot of this — the optionality is the bull case, but it's largely in the price. Tilt: neutral — speculative both ways.

Analyst cross-check: consensus target $461, median $463.5, high $508, low $411 — even the Street's low is ~8% above spot; ~22% upside to consensus. Grades: Buy consensus (11 buy / 2 hold = 85% bullish). The Street is bullish on the data-centre-power thesis — but the framework caps the signal at HOLD on the speculative valuation + leverage.

5

Pillar Detail: Underlying Drivers

The dominant external force the stock is tethered to, scored 0–100. A context pillar: it does not change the base signal — it feeds amplification (tailwind ≥65 can lift BUY→STRONG BUY; headwind ≤35 can push SELL→STRONG SELL).
Primary Driver
AI-data-centre power demand (contracted-power re-rating)
83
Strong Tailwind (but a HOLD never amplifies)

Talen's driver is the AI-data-centre power boom — hyperscalers need vast amounts of firm, carbon-free power, and Talen's nuclear+gas fleet next to PJM load is exactly the scarce supply they're contracting for. This has re-rated the whole business, and it remains a powerful live tailwind: tight power markets, rising capacity prices, and a pipeline of potential data-centre deals.

HorizonDriver readScore
Historical (12–24m)Data-centre-power theme re-rated Talen from ~$158 to $450+85
CurrentTight PJM power + a live data-centre-PPA pipeline — a strong tailwind83
Forward (6–12m)Runway intact; risks = a data-centre-capex pause (AI-cohort) + FERC co-location rulings78

Amplification: the driver is a Strong Tailwind (83) and Economic Alignment is a Tailwind — but the base signal is HOLD (Medium quality + speculative valuation), and a HOLD never amplifies. This is the framework's discipline: the strongest driver in the watchlist cannot rescue a speculative, leveraged, fully-priced name. It's why the signal is HOLD, not a chase.

Thesis-invalidation floor / cohort tail: a data-centre-capex pullback (the AI-concentration cohort de-rating), an adverse FERC ruling on behind-the-meter co-location, or a power-price collapse would puncture the thesis and — given the leverage — the equity. Carried in the §11 Bear.

6

Pillar Detail: Economic Alignment

How the current economic climate sits relative to this stock, read from the latest Macro-Economic report. Classifies the macro pressure (Tailwind / Neutral / Headwind) — the second amplification input — and frames a long entry as Trend-Following or Contrarian with a 0–100 conviction.
Stance · Pressure
Trend-Following · Tailwind
66
conviction

Macro report scores Utilities (XLU) Neutral short, Outperform medium & long — and the data-centre-power sub-theme is a distinct strong tailwind Talen is levered to. Pressure = Tailwind, stance Trend-Following. But the base is HOLD (speculative valuation + leverage), so no amplification — the economy and the AI-power driver both favour Talen, yet the price and balance sheet cap the signal. Talen also sits in the AI-power cohort, inheriting the armed-not-triggering AI-concentration tail as a §11 bear.

Source: sector-map (XLU / power) · Macro report 2026-07-20

7

Pillar Detail: Entry/Exit Timing

The risk-reward framework, relative strength vs SPY and the sector ETF, the macro overlay, news-derived sentiment, and the catalyst cluster.
Entry/Exit Timing — Pillar Score
Strongly-bullish uptrend across all timeframes, but extended (monthly RSI 71) and consolidating below the $451 high.
60
conf 58%

Risk-reward: every timeframe is in an uptrend (strongly-bullish confluence) — Talen ran from ~$158 to a $451 high and is consolidating ~$379, above its rising 50- and 200-DMA (~$377/$370). The monthly RSI (~71) flags how extended the multi-quarter run is; the daily has cooled (RSI 49) into the consolidation. Support $347 then $329/$309; resistance $416 then the $451 high. High ATR (~$21/day, ~5.5%) — a volatile mover.

Relative strength: a huge 2026 winner on the data-centre-power theme; near the top of its range. High beta.

Position-risk: a leveraged, speculative, extended name ahead of a 5 Aug Q2 print is a poor spot for a confident fresh entry — and the speculative valuation caps the signal at HOLD anyway. A pullback into $329-347 (support) or a clean break of $451 on a strong Q2 / a new PPA would be the actionable levels. Sentiment: Buy-consensus, ~22% upside to targets — the Street backs the thesis; the framework holds on valuation/leverage.

8

Economic Event Risk

High-impact macro releases in the next 14 days that could swing this stock, plus the last 7 days of surprises.

Upcoming events (next 30 days)

DateEventImpactForecastPreviousRelevant?Why
~2026-08-06Talen Q2 2026 resultsHigh⚠️ YesContracted-power progress + guidance + any new PPA — the key catalyst
ongoingHyperscaler data-centre capex + new PPAsHigh⚠️ YesEach data-centre deal re-rates the contracted-cash-flow base
ongoingFERC co-location / interconnection rulingsHigh⚠️ YesRegulatory swing factor for behind-the-meter power

Recent surprises (last 7 days)

DateEventActualForecastSurpriseImpact
2026-07PJM power / data-centre themestrongtailwindTight power market; Talen near highs
2026-07-17US Consumer Sentiment54.451.0aboveMarginal — TLN trades on power + AI capex

Talen trades on the data-centre-power thesis + power prices + regulation, not broad macro. The binding events are the 5 Aug Q2 print and any new hyperscaler PPA / FERC ruling. High idiosyncratic + AI-cohort sensitivity; a data-centre-capex pause is the key downside.

9

Multi-Timeframe Technical Analysis

Trend, RSI and breakout status across monthly / weekly / daily / hourly / 15-minute, with a confluence verdict.
TimeframeTrendDirectionRSIMACDKey S/RBreakoutVol
MonthlyUptrend ↑Bullish71.0+ (extended)S: 301 R: 451Res breakout0.53x
WeeklyUptrend ↑Neutral51.9+ risingS: 329 R: 4510.57x
DailyStrong Up ↑Neutral49.0− (cooling)S: 347 R: 4160.53x
HourlyUptrend ↑Bullish58.1+ risingS: 360 R: 382Res breakout
15-minStrong Up ↑Bullish60.3+ risingS: 372 R: 380Res breakout
Confluence: Strongly Bullish (extended) · MTF Score 62

A strong, established uptrend across all timeframes — but extended (monthly RSI ~71) after a huge run, consolidating ~$379 above the rising 50/200-DMA. The daily has cooled into the range. A break of $416/$451 on a strong Q2 or a new PPA resumes the trend; a pullback into $329-347 is the higher-probability accumulation zone. The tape is constructive, but the valuation/leverage — not the chart — is why the signal is HOLD.

10

Price Chart (6-Month Daily)

A 6-month daily close line with SMA50 and key support/resistance — the visual companion to the MTF table.

TLN 6-month daily — a strong uptrend to a $451 high on the data-centre-power theme, consolidating ~$379 above the rising 50/200-DMA.

11

Scenario Summary

Bull / Base / Bear 12-month price paths with triggers and probability weights.

Bull $520 (25%)

New hyperscaler PPAs land, PJM power/capacity prices stay firm, FERC allows co-location, and the market keeps capitalising the growing contracted-cash-flow base toward the $508 analyst high. ~+37%.

Base $440 (50%)

The data-centre-power thesis grinds forward, Q2 delivers, and the stock recovers toward the fair-value / analyst-consensus zone as more cash flow gets contracted. ~+16%.

Bear $300 (25%)

A data-centre-capex pause (the AI-cohort de-rating) or an adverse FERC co-location ruling punctures the thesis; the speculative, leveraged multiple compresses hard. ~−21%.

12

Entry / Exit Rules

Three independent entry paths (Fundamental · Technical · Catalyst) and three exit triggers (Stop-Loss · Thesis · Profit-Target). Any one entry path is a valid entry — the more that agree, the larger the position the conviction ladder suggests. Exits are graded by severity, not count.

How to read this — the Conviction Ladder

The three entry groups are alternative paths to a buy, not a checklist. A group counts only when all its sub-conditions hold. How many groups are satisfied sets the suggested size — it does not gate whether you may enter: 1 group = Half-Size (a valid starter/scale-in), 2 = Full-Size, 3 = Over-Size (highest conviction); 0 = Wait (no path open yet). A strong overall signal can still read Wait here when the stock is well above its entry zones — that flags "good business, no entry edge right now," not a contradiction. Exits are graded by severity of what is live, not by a count: a hard stop is an Exit on its own.
Entry conviction: Wait0 of 3 groups met — no entry path open

Fundamental — not MET

Speculative valuation — no earnings anchor and a rich EV/EBITDA.
✅ Price $379 < fair value ~$440 (per the thesis)
✅ No earnings within 7 days — borderline (Q2 ~6 Aug)
⛔ Valuation not speculative/rich — FAILS (EV/EBITDA ~28x, GAAP loss)

Technical — not MET

Uptrend but extended; needs a break of $416/$451 or a pullback to support.
⛔ Break above $416 then $451 (52-wk high) on volume
⛔ OR a pullback into $329-347 with a higher low
⛔ Not overbought (monthly RSI ~71)

Catalyst — not MET

Q2 (~6 Aug) + potential new PPA are the catalysts.
· A new data-centre PPA or a Q2 beat with a >+5% move

Forecast: No group met → Wait. Catalyst-dependent: a new hyperscaler PPA or the 5 Aug Q2 print could break $416/$451. The Fundamental group is blocked by the speculative valuation. For a thesis believer, a pullback into $329-347 is the risk-managed entry; chasing an extended, leveraged name here is not. HOLD.

Exit action: Holdno exit trigger is live — hold the position

Stop-Loss — not LIVE

⛔ (For holders) two daily closes below $320 (below the $329 support)

Thesis Invalidation — not LIVE

⛔ A data-centre-capex pause slows PPA momentum (the AI-cohort de-rating)
⛔ OR an adverse FERC ruling blocks behind-the-meter co-location
⛔ OR power prices collapse / leverage becomes a refinancing problem

Profit-Target — not LIVE

⛔ Price into $460-508 (consensus/high) with momentum stretched

Forecast: For holders the stop ($320) is ~16% below and below the $329 support — plausible given the beta on any thesis wobble. The realistic near-term path is a range-trade $347-451 into the Q2 print, with a new PPA the upside trigger and a capex/FERC scare the downside.

Imagine you act at the current price of $379.27 · as of 23 Jul 2026

What if you bought now?

You're risking ~16% (to the $320 stop) to gain ~16% to the $440 base and ~37% to the $520 bull — buying the market's strongest driver (data-centre power) but at a speculative, leveraged price.

Buying at $379 means paying ~28x EV/EBITDA for a GAAP-negative, heavily-levered IPP that's extended after a huge run — the value rests on future PPAs, and a data-centre-capex pause or FERC ruling would hit a leveraged name hard. What you gain is scarce carbon-free nuclear baseload next to booming AI demand, with an 85%-Buy Street and ~22% upside. Read: the driver is the best on the watchlist, but the valuation + leverage make it a HOLD, not a chase — scale in on a pullback into $329-347 or a de-risking (a new PPA, de-levering), sized for the volatility.

What if you sold now?

Selling now banks a large data-centre-power run and sidesteps the leverage/AI-cohort risk; it gives up the upside if the PPA pipeline keeps delivering.

No exit rule is live — the thesis (data-centre power) is intact and FCF is strong. This isn't a forced sell, but at ~28x EV/EBITDA with heavy leverage, trimming into strength is defensible for a holder sitting on gains. A thesis believer holds but sizes for the beta; a new buyer waits for a pullback. The objective exit trigger is a capex pause or an adverse FERC ruling.

13

Position Sizing Context

Illustrative portfolio math (not advice) translating conviction into an allocation given risk-per-share and volatility.

Position sizing not computed — no risk budget/role specified. The §12 Conviction Ladder reads Wait (0 of 3 — speculative valuation + extended tape): watch a break of $416/$451 or a pullback into $329-347 / the 5 Aug Q2 / a new PPA. High beta + leverage + AI-cohort risk mean this should be a smaller, risk-managed position than the driver alone suggests. Illustrative, not advice.

14

Calibration Snapshot

Machine-readable snapshot of every score, level and signal, saved alongside the HTML so the next run can compute deltas.
{
  "ticker": "TLN",
  "date": "2026-07-23",
  "version": "v6",
  "exchange": "NASDAQ",
  "exchange_ticker": "NASDAQ:TLN",
  "isin": "US87500B1098",
  "api_ticker": "TLN",
  "company": "Talen Energy Corporation",
  "currency": "USD",
  "sector": "Utilities",
  "sub_industry": "Independent Power Producer (IPP)",
  "lifecycle_stage": "high-growth",
  "price_at_rating": 379.27,
  "signal_short": "HOLD",
  "signal_medium": "HOLD",
  "signal_long": "HOLD",
  "primary_signal": "HOLD",
  "quality_score": 64,
  "valuation_score": 52,
  "timing_score": 60,
  "driver_score": 83,
  "overall_confidence": 55,
  "economic_alignment_stance": "Trend-Following",
  "economic_alignment_conviction": 66,
  "economic_alignment_pressure": "Tailwind",
  "economic_alignment_source": "sector-map",
  "macro_report_date": "2026-07-20",
  "val_multiple_basis": "EV/EBITDA + P/FCF (speculative \u2014 no P/E)",
  "warranted_multiple": null,
  "actual_multiple": 28,
  "warranted_ratio": null,
  "val_band": "speculative",
  "ev_ebitda": 28,
  "p_fcf": 20.6,
  "debt_to_equity": 6.3,
  "fcf_per_share": 18,
  "nonop_pct_of_net_income": null,
  "clean_pe": null,
  "competitive_share_trajectory": "gaining",
  "competitive_threat_level": "elevated",
  "driver_commodity_trend": null,
  "hard_gate_state": "caution",
  "gates_triggered": [],
  "gates_caution": [
    "Financial (D/E ~6.3x leverage)",
    "Valuation (speculative EV/EBITDA ~28x)",
    "Earnings Event (Q2 ~early Aug)",
    "AI-cohort / Regulatory (FERC co-location)"
  ],
  "do_not_buy_triggers": [],
  "dnb_arm_b_checked": "Not fired \u2014 AI-power cohort + rich multiple, but no clean 'deep-expensive vs warranted' number (speculative), and the AI-concentration tail is armed-not-triggering (breadth broadening). Cohort de-rating kept as a \u00a711 bear. HOLD, not DNB.",
  "entry_groups_met": 0,
  "entry_conviction": "Wait",
  "exit_groups_live": 0,
  "exit_action": "Hold",
  "short_entry_confirmed": false,
  "short_cap_reason": "Short HOLD \u2014 speculative valuation + heavy leverage + extended tape (monthly RSI 71); no entry group met (Wait). Watch a break of $416/$451 or a pullback into $329-347 / a new PPA / the 5 Aug Q2.",
  "fair_value_est": 440.0,
  "stop_loss": 320.0,
  "target_price": 440.0,
  "scenario_base_target": 440,
  "scenario_bull_target": 520,
  "scenario_bear_target": 300,
  "analyst_consensus_target": 461.17,
  "analyst_target_high": 508,
  "analyst_target_low": 411,
  "analyst_target_upside_pct": 21.6,
  "analyst_grades_consensus": "Buy",
  "analyst_bullish_pct": 85,
  "analyst_coverage_count": 13,
  "fmp_rating": "C",
  "fmp_overall_score": 2,
  "next_update_date": "2026-08-06",
  "next_update_basis": "Q2 earnings 2026-08-05 (after close) +1 trading day",
  "next_check_date": "2026-08-06",
  "analysis_status": "on-going",
  "finder_ticker": "TLN",
  "finder_exchange": "\ud83c\uddfa\ud83c\uddf8 NASDAQ"
}
15

Data Sources & Methodology

Audit trail of every data source: fully available (✓), fallback (⚠), or failed (✗), plus provenance-based confidence haircuts.
Data Source Status
get_stock_snapshot / prices $379.27; 6-mo daily
get_financial_ratios GAAP loss (P/E n/m), EV/EBITDA 28x, D/E 6.3x, FCF/sh ~$18
get_multi_timeframe_analysis strongly-bullish, extended (monthly RSI 71)
get_price_target_consensus / grades $461 target (+22%) / Buy (85% bullish)
get_earnings_calendar FMP empty; Q2 ~early Aug from Talen's cadence
macro report 2026-07-20 XLU N/O/O + data-centre-power sub-theme; AI-concentration tail armed-not-triggering
Impact on scores: High coverage. No clean valuation anchor (GAAP-negative), so valuation rests on EV/EBITDA + P/FCF (both rich) — deliberately labelled Speculative. The signal (HOLD/HOLD/HOLD) reflects the strongest driver on the watchlist held in check by a speculative multiple, heavy leverage, and AI-cohort risk. A thesis stock, sized accordingly.
DISCLAIMER: This is a quantitative framework for educational purposes only. It is not financial advice. Always do your own research and consult a licensed financial advisor before making investment decisions.