Should you buy Range Resources (RRC)?
Updated
Range Resources offers an attractively valued natural gas producer with wide economic moat, strong earnings execution, and 26% revenue growth, though heavy commodity and geographic concentration in Pennsylvania natural gas creates binary risk that muted price momentum reflects.
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results.
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Engine methodology range
Range computation requires sufficient peer-comparable data; available for tickers with peer_count ≥3.
What the engine is tracking
| Pillar | Expectation | Trend |
|---|---|---|
Revenue grew 26% year over year with strong earnings beats in 3 of the last 4 quarters, including a 17.3% EPS surprise in the most recent quarter, reflecting disciplined Appalachian production execution. Growth breakdown | Revenue growth rate remains above 15% year over year and earnings beats continue in at least 3 of the next 4 quarters. | →Stable |
| CounterNatural gas prices are notoriously cyclical, and a sustained commodity price decline would compress realized prices regardless of operational execution, as over 65% of revenue derives from natural gas. | ||
The company is rated as having a wide economic moat with a Piotroski F-Score of 8 out of 9, strong operating margins of 28%, and returns that qualify it as a compounder-quality business within the energy sector. Quality breakdown | Net margins remain above 20% and the Piotroski score stays at 7 or above over the next 12 months. | →Stable |
| CounterFree cash flow conversion at 61% of net income is below typical high-quality energy operators, and an elevated debt-to-equity ratio adds financial risk if commodity prices fall. | ||
The stock trades at a forward price-to-earnings ratio of 8.0 times and a price-to-earnings growth ratio of 1.14, placing it among the more attractively priced natural gas producers relative to its growth rate. Valuation breakdown | The forward price-to-earnings ratio remains below 12 times over the next 12 months, sustaining the relative value proposition against energy sector peers. | →Stable |
| CounterThe analyst upside of 26% is based on consensus targets that themselves assume stable or rising natural gas prices; a meaningful gas price decline would cause downward earnings revisions and compress the target price. | ||
Revenue grew 26% year over year with strong earnings beats in 3 of the last 4 quarters, including a 17.3% EPS surprise in the most recent quarter, reflecting disciplined Appalachian production execution.
→Stable- Expectation
- Revenue growth rate remains above 15% year over year and earnings beats continue in at least 3 of the next 4 quarters.
CounterNatural gas prices are notoriously cyclical, and a sustained commodity price decline would compress realized prices regardless of operational execution, as over 65% of revenue derives from natural gas.
The company is rated as having a wide economic moat with a Piotroski F-Score of 8 out of 9, strong operating margins of 28%, and returns that qualify it as a compounder-quality business within the energy sector.
→Stable- Expectation
- Net margins remain above 20% and the Piotroski score stays at 7 or above over the next 12 months.
CounterFree cash flow conversion at 61% of net income is below typical high-quality energy operators, and an elevated debt-to-equity ratio adds financial risk if commodity prices fall.
The stock trades at a forward price-to-earnings ratio of 8.0 times and a price-to-earnings growth ratio of 1.14, placing it among the more attractively priced natural gas producers relative to its growth rate.
→Stable- Expectation
- The forward price-to-earnings ratio remains below 12 times over the next 12 months, sustaining the relative value proposition against energy sector peers.
CounterThe analyst upside of 26% is based on consensus targets that themselves assume stable or rising natural gas prices; a meaningful gas price decline would cause downward earnings revisions and compress the target price.
▸ Show 1 more pillar▾ Show fewer
With short interest at 11% of float and price momentum failing to clear the minimum threshold, the market is expressing meaningful skepticism about near-term upside despite the constructive fundamental picture.
→Stable- Expectation
- Short interest falls below 7% within 12 months as the fundamental thesis gains recognition and price momentum turns positive.
CounterHigh short interest combined with falling on-balance volume and a below-200-day-moving-average price position may signal informed selling, with the Pennsylvania geographic concentration amplifying downside if regional infrastructure or regulatory conditions deteriorate.
→ Full pillar scorecard with all 4 pillars + per-dimension breakdown
When this thesis breaks
Falsifiable conditions per pillar — any one trip warrants review independent of price action. Engine-derived; not personalized advice.
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Revenue grew 26% year over year with strong earnings beats in 3 of the last 4 quarters, including a 17.3% EPS surprise in the most recent quarter, reflecting disciplined Appalachian production execution.
Trip ifRevenue growth rate falls below 10% year over year in at least 2 consecutive quarters, indicating a meaningful deceleration from the current 26% pace.
- P2The company is rated as having a wide economic moat with a Piotroski F-Score of 8 out of 9, strong operating margins of 28%, and returns that qualify it as a compounder-quality business within the energy sector.
Trip ifNet margin drops below 15%, more than 10 percentage points below the current 28% level, signaling margin compression from commodity price or cost pressures.
- P3The stock trades at a forward price-to-earnings ratio of 8.0 times and a price-to-earnings growth ratio of 1.14, placing it among the more attractively priced natural gas producers relative to its growth rate.
Trip ifForward price-to-earnings ratio exceeds 15 times due to earnings estimate cuts, erasing the valuation discount versus peers.
- P4With short interest at 11% of float and price momentum failing to clear the minimum threshold, the market is expressing meaningful skepticism about near-term upside despite the constructive fundamental picture.
Trip ifShort interest rises above 15% of float, indicating increased bearish conviction beyond the already elevated 11% current level.
How the engine reached this verdict
TrendMatrix's engine output for Range Resources Corporation (RRC) is HOLD_IF_HOLDING with medium conviction, score 6.6/10 at $36.12. None of the engine's positive-conviction paths (C-quality, D-momentum) cleared their gates — the F-path HOLD reflects balanced signals rather than directional conviction.
HOLD flips toward BUY_WAIT if momentum at 1.5 vs threshold 4.5 clears AND a co-confirming gate triggers. HOLD flips toward SELL if any of the currently-passing gates drop below threshold OR three or more dimensions fall below 4 simultaneously.
The engine is not issuing fresh-money entry targets at the current verdict. The technical entry zone is around — with a technical stop near $34.85 for existing positions. Asymmetric R:R is 4.53, below the threshold (≥2.0) at which the engine would actively flag fresh capital. The engine's sizing output: 0.5% of portfolio at this asymmetry level (none-conviction tier).
On the bull side: Strong earnings beat streak (3/4); High-quality business; Attractive valuation. On the bear side: Concentration risk — Geographic: Pennsylvania; Concentration risk — Commodity: natural gas (65.0%); Negative momentum. Active engine warnings: V9 Gate Failed: MOMENTUM:1.5<4.5.
For the full 10-dimension breakdown + V9 gate detail: Why TrendMatrix rates RRC — 10-dimension breakdown →
Bull case
- ▸Strong earnings beat streak (3/4)
- ▸High-quality business
- ▸Attractive valuation
Bear case
- ▸Concentration risk — Geographic: Pennsylvania
- ▸Concentration risk — Commodity: natural gas (65.0%)
- ▸Negative momentum