Value
10.0/10data confidence 20%| Component | Sub-score |
|---|---|
| P/S | 10.0 |
- ▸Attractively valued
QH · Why this verdict
Why Quhuo (QH) is rated SELL
Updated
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VerdictSELL
Overall score4.4/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
Quhuo's roughly $12 million market cap sits far below the platform's investable threshold, and a four-quarter earnings-miss streak and weak fundamentals outweigh unusually positive news sentiment and a potential technical reversal off a sharp gap down.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
The company shows a weak Piotroski F-Score of 2 out of 9, no competitive moat, and declining revenue down roughly 2%. Quality breakdown | The Piotroski F-Score should rise above 4 out of 9 and revenue growth should turn positive. | →Stable |
| CounterFor a micro-cap with essentially zero margin components reported, fundamentals could deteriorate further rather than stabilize, especially without capital to fund a turnaround. | ||
Quhuo's market cap of roughly $12 million sits far below the engine's $400 million investable-universe minimum. Bear case | Market cap would need to rise more than 30 times, above $400 million, to re-enter the investable universe -- an unlikely near-term outcome. | →Stable |
| CounterMicro-caps can occasionally see rapid multi-fold moves on a single catalyst, so dismissing re-entry as impossible could be wrong if a major event occurs. | ||
The company has missed consensus EPS in all four of its last reported quarters, with an average surprise of -35.4%. Catalyst breakdown | The company should post at least one earnings beat in the next 4 reported quarters. | ↑Improving |
| CounterA 4-for-4 miss streak with an average -35% surprise suggests deeply unreliable guidance or estimates, and there's no clear catalyst in the data pointing to near-term improvement. | ||
News sentiment reads maximally positive at +1.00, a sharp contrast to the otherwise weak fundamental and momentum picture. Sentiment breakdown | Positive news sentiment should translate into improving price action and eventually into better reported fundamentals. | →Stable |
| CounterA sentiment score based on thin news coverage can be noisy and may not predict any durable price or fundamental improvement. | ||
The stock experienced an extreme 8.2% gap down that the engine flags as a potential reversal setup, with RSI at 34 read as a pullback-in-uptrend buy opportunity. Technical breakdown | Shares should stage at least a partial recovery of the 8.2% gap over the following weeks. | ↓Deteriorating |
| CounterFalling on-balance volume alongside the gap down suggests real selling pressure rather than a false breakdown, and the buy-opportunity read could simply be wrong given the stock's weak underlying fundamentals. | ||
The company shows a weak Piotroski F-Score of 2 out of 9, no competitive moat, and declining revenue down roughly 2%.
→StableQuality breakdown
- Expectation
- The Piotroski F-Score should rise above 4 out of 9 and revenue growth should turn positive.
CounterFor a micro-cap with essentially zero margin components reported, fundamentals could deteriorate further rather than stabilize, especially without capital to fund a turnaround.
Quhuo's market cap of roughly $12 million sits far below the engine's $400 million investable-universe minimum.
→StableBear case
- Expectation
- Market cap would need to rise more than 30 times, above $400 million, to re-enter the investable universe -- an unlikely near-term outcome.
CounterMicro-caps can occasionally see rapid multi-fold moves on a single catalyst, so dismissing re-entry as impossible could be wrong if a major event occurs.
The company has missed consensus EPS in all four of its last reported quarters, with an average surprise of -35.4%.
↑ImprovingCatalyst breakdown
- Expectation
- The company should post at least one earnings beat in the next 4 reported quarters.
CounterA 4-for-4 miss streak with an average -35% surprise suggests deeply unreliable guidance or estimates, and there's no clear catalyst in the data pointing to near-term improvement.
News sentiment reads maximally positive at +1.00, a sharp contrast to the otherwise weak fundamental and momentum picture.
→StableSentiment breakdown
- Expectation
- Positive news sentiment should translate into improving price action and eventually into better reported fundamentals.
CounterA sentiment score based on thin news coverage can be noisy and may not predict any durable price or fundamental improvement.
The stock experienced an extreme 8.2% gap down that the engine flags as a potential reversal setup, with RSI at 34 read as a pullback-in-uptrend buy opportunity.
↓DeterioratingTechnical breakdown
- Expectation
- Shares should stage at least a partial recovery of the 8.2% gap over the following weeks.
CounterFalling on-balance volume alongside the gap down suggests real selling pressure rather than a false breakdown, and the buy-opportunity read could simply be wrong given the stock's weak underlying fundamentals.
Per-dimension breakdown
Quality
1.2/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 0.0 |
| ROA | 0.0 |
| Gross margin | 0.0 |
| Op margin | 0.0 |
| Net margin | 0.0 |
| Current ratio | 4.1 |
| Moat | 3.2 |
| Piotroski F | 2.2 |
- ▸No competitive moat
- ▸Weak Piotroski F-Score: 2/9
- ▸Quality concerns
Growth
1.9/10data confidence 33%| Component | Sub-score |
|---|---|
| Rev growth | 1.9 |
- ▸Declining revenue: -2%
Momentum
3.1/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 5.5 |
| MACD | 6.1 |
| OBV | 1.0 |
| MA position | 3.0 |
| Volume | 0.0 |
- ▸Volume distribution (falling OBV)
- ▸Above 200-MA but MA slope flat
Sentiment
4.9/10data confidence 67%| Component | Sub-score |
|---|---|
| LLM sentiment | 4.7 |
| Analyst rating | 5.0 |
Insider
5.0/10data confidence 50%Peer rank
4.2/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 9.9 |
| quality rank | 1.4 |
| growth rank | 0.4 |
Technical
4.9/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 7.0 |
| support resistance | 7.7 |
| 52w position | 0.0 |
| gap | 5.0 |
Risk (lower is worse)
7.0/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 9.7 |
| days to cover | 10.0 |
| volatility | 0.0 |
| beta | 6.7 |
| debt equity | 8.7 |
Catalyst
3.2/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 0.0 |
| surprise avg | 0.0 |
| news activity | 8.0 |
- ▸Earnings concerns: 0B/4M
How the verdict was assembled
Engine trigger
Quality below minimum threshold.
Engine technical detail
verdict_path:
L1:HARD_BLOCK:QUALITY_FLOORPassed (6)
- INSIDER:OK
- 8K:CLEAN
- NEWS_EVENTS:NONE_RECENT
- EARNINGS_PROXIMITY:NO_DATE
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- MOMENTUM:3.1<4.5
Warning (1)
- ASYMMETRY:UPSIDE_EXHAUSTED (upside=0.0%)
Reward-to-Risk
0.00
Upside
+0.0%
Downside
15.0%
Sizing output
AVOID
SetupRange Bound — RSI 47 mid-range, Bollinger mid-band
EdgeNo clear edge — No clear edge identified
SuitabilitySpeculative — Drawdown -97% (>40% off 52w high)
Investment implication
The SELL_IF_HOLDING verdict reflects the MOMENTUM gate's 3.1<4.5 outcome against Value at 10.0 and asymmetric R:R of 0.00.
The strongest dimensions are Value at 10.0, Risk (lower is worse) at 7.0, and Insider at 5.0; the weakest are Quality at 1.2, Growth at 1.9, and Momentum at 3.1. The V9 engine flagged 1 failed gate with 1 warning, producing an asymmetric reward-to-risk of 0.00 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Below Investable Universe Threshold
Trip ifMarket cap rises above $400 million from the current $12 million.
- P2Consistent Earnings Misses
Trip ifThe company beats consensus EPS in at least 1 of the next 4 quarters, ending the current 4-quarter miss streak.
- P3Weak Fundamentals Declining Revenue
Trip ifPiotroski F-Score falls below 1 out of 9 from the current 2, or revenue growth falls below -10% YoY from -2%.
- P4Positive News Sentiment Despite Weak Fundamentals
Trip ifNews sentiment falls below 0 (turns negative) from the current +1.00 reading.
- P5Extreme Gap Down Potential Reversal
Trip ifShares fall more than 8.2% further from the post-gap level, fully extending rather than reversing the gap down.