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BYByline Bancorp, Inc.Hold6.2·$37.87-0.50%
BY · Why this verdict

Why Byline Bancorp (BY) is rated HOLD

Updated

Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results.

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Methodology · Editorial policy & full disclaimer

VerdictHOLD
Overall score6.2/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis

Engine thesis — one sentence

Byline Bancorp trades at roughly 10x forward earnings with a PEG of 0.35 and has delivered four consecutive earnings beats averaging 11% above estimates, offering an attractively priced regional bank franchise for its demonstrated consistency. However, shares sit just 0.3% below technical resistance with a risk/reward of 0.08-to-1 — deeply unfavorable — making the current level a hold rather than a new entry.

Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.

Thesis pillars

The bank has beaten analyst estimates in each of the last four quarters at an average positive surprise of 11%, demonstrating a durable pattern of delivering results that consistently exceed expectations.

Improving
Earnings
Expectation
EPS continues to exceed consensus estimates over the next 2 quarters, sustaining the four-quarter beat streak through the July reporting event.

CounterWith the next earnings event 37 days out and shares near the 52-week high, a single miss would land at a technically overextended price point, potentially triggering a disproportionate drawdown with almost no upside buffer to absorb the blow.

At approximately 10x forward earnings with a PEG of 0.35 and a Piotroski financial health score of 8 out of 9, the stock is attractively priced for a regional bank with demonstrated earnings reliability.

Stable
Valuation breakdown
Expectation
The forward multiple re-rates toward 13x over the next 12 months as the market recognizes the consistency of earnings delivery, driving a meaningful valuation uplift.

CounterThe absence of a competitive moat and below-average quality scores relative to the broader financial sector suggest the discount may reflect a permanently lower return ceiling, limiting the scope of any sustained re-rating.

A golden cross is in place, shares trade above all major moving averages with rising volume accumulation, and the momentum score is well above the minimum threshold, placing this in a technically confirmed uptrend.

Stable
Engine gate (passed)
Expectation
The stock holds above the 200-day moving average through the next earnings event, with MACD remaining in a bullish configuration.

CounterAt RSI 66 and within 2.3% of the 52-week high, the trend is mature; any rotation or earnings disappointment could flip accumulation to distribution rapidly, leaving the technical setup fragile at these levels.

With shares just 0.3% below technical resistance and a risk/reward ratio of 0.08-to-1, the current entry does not offer sufficient upside to justify the downside — the asymmetry has flipped negative and no investment edge has been identified.

TrippedStable
Price targets
Expectation
A pullback of more than 7% from resistance, or a fundamental catalyst that revises the take-profit level significantly higher, would be needed to restore an investable setup.

CounterA clean insider signal, clear event calendar, and strong Piotroski score of 8 out of 9 may prevent a meaningful drawdown, leaving the stock rangebound near resistance and preventing a re-entry opportunity from materializing.

Per-dimension breakdown

Value

7.6/10data confidence 83%
ComponentSub-score
P/E8.5
P/S7.5
Fwd P/E9.1
PEG10.0
Analyst target3.0
  • Forward P/E: 11.2x
  • PEG: 0.38
  • Attractively valued

Quality

5.6/10data confidence 100%
ComponentSub-score
ROE3.9
ROA1.0
Gross margin0.0
Op margin10.0
Net margin10.0
Moat5.4
Piotroski F8.9
  • Strong margins: 33%
  • No competitive moat
  • Strong Piotroski F-Score: 8/9

Growth

6.9/10data confidence 67%
ComponentSub-score
Rev growth5.9
EPS growth7.9

Momentum

3.9/10data confidence 100%
ComponentSub-score
RSI5.5
MACD3.1
OBV1.0
MA position9.0
Volume0.8
  • Volume distribution (falling OBV)
  • Above 200-day MA

Sentiment

5.7/10data confidence 100%
ComponentSub-score
Analyst rating6.5
Price target5.3
erm sentiment5.0
  • Light analyst coverage (5.0) — signal dampened

Insider

6.5/10data confidence 75%
ComponentSub-score
materiality5.0
holder change9.6
notable moves5.0
  • Negligible insider buying — $3,197 (0.000% of mkt cap)
  • Institutions accumulating

Peer rank

5.5/10data confidence 80%
ComponentSub-score
value rank5.7
quality rank6.4
growth rank5.0

Technical

5.1/10data confidence 100%
ComponentSub-score
bollinger3.0
support resistance2.7
52w position9.5

Risk (lower is worse)

8.3/10data confidence 80%
ComponentSub-score
short interest8.1
days to cover8.8
volatility7.6
beta8.7
  • Concentration risks: 1 HIGH, 2 MED (10-K Item 1A — sized via position_sizing, validated via buy_confidence)

Catalyst

6.7/10data confidence 100%
ComponentSub-score
erm5.0
earnings history10.0
earnings timing5.0
surprise avg8.1
dividend safety5.5
  • Perfect beat streak: 4Q
  • Earnings in 3 days

How the verdict was assembled

Engine trigger

Downgraded from BUY WAIT — price $37.87 has reached target $38.10. No upside to wait for.

Engine technical detail
verdict_path: L3:NEWS_BLOCK|SANITY:WAIT+price>=TP
Passed (5)
  • INSIDER:OK
  • 8K:CLEAN
  • NEWS_EVENTS:NONE_RECENT
  • SEMI_CYCLE_PEAK:CLEAR
  • MATERIALS_CYCLE_PEAK:CLEAR
Failed (3)
  • MOMENTUM:3.9<4.5
  • ASYMMETRY:-1.6=NEGATIVE
  • EARNINGS_PROXIMITY:3d<=7d
Warning (0)

none

Reward-to-Risk
-1.58
Upside
-11.3%
Downside
7.2%
Sizing output
AVOID

SetupRange Bound RSI 52 mid-range, Bollinger mid-band

EdgeInst Constrain Small cap ($1.7B) below institutional reach

SuitabilityAggressive MCap $1.7B<$5B

Investment implication

A recent news event triggered an L3 news-block on the verdict path. Trigger: Downgraded from BUY WAIT — price $37.87 has reached target $38.10. No upside to wait for. The 10-dimension scores remain Risk (lower is worse) at 8.3 (strongest), but MOMENTUM:3.9<4.5 also fails — the news block is the proximate trigger, not the sole driver.

The strongest dimensions are Risk (lower is worse) at 8.3, Value at 7.6, and Growth at 6.9; the weakest are Momentum at 3.9, Technical at 5.1, and Peer rank at 5.5. The V9 engine flagged 3 failed gates, producing an asymmetric reward-to-risk of -1.58 and an engine sizing output of AVOID.

What would invalidate the thesis

Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.

  • P1Consistent Earnings Outperformance

    Trip ifEPS surprise falls below 0% for 2 consecutive quarters.

  • P2Attractive Forward Valuation

    Trip ifForward P/E expands above 14x without a concurrent upward revision to earnings estimates, signaling a valuation that has become stretched.

  • P3Established Technical Uptrend

    Trip ifPrice closes below the 200-day moving average for 3 consecutive sessions.

  • P4Exhausted Near Term Risk RewardTripped

    Trip ifUpside to the take-profit level exceeds 10% — whether via a price pullback or a fundamentally driven target revision — restoring a viable risk/reward geometry.

Engine reasoning is mechanically derived from pipeline gate outputs. See decision view.

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