IBM vs SHOP Stock Comparison
International Business Machines Corporation vs Shopify Inc.
IBM leads
IBM leads by 9 AIQ points, primarily on Value and Risk Resilience, and the lead has widened from 6 points over 30 sessions.
Competitive: 5 of 6 evidence groups support IBM, its lead is widening, and its current signal state is conflicted.
International Business Machines Corporation
Shopify Inc.
The Algovestiq AIQ Score currently favors IBM over SHOP, 56 versus 47 as of Sep 2, 2026. IBM's advantage is driven primarily by stronger value and risk resilience, while SHOP holds the stronger momentum profile. IBM also shows the weaker technical structure relative to its 50-day moving average. 5 of 6 covered evidence groups favor IBM today, and the comparison is rated Competitive on stability: the leader is throwing conflicting signals. IBM lead: Strengthening — the AIQ differential moved from 6 to 9 points over 30 sessions.
Compare International Business Machines Corporation and Shopify Inc. across the Algovestiq AIQ Score, valuation, quality, momentum, risk, technicals and analyst expectations.
AIQ Factor Divergence
Where the two separate, on the four dimensions behind the AIQ Score. Bars read outward from a shared zero: further from the centre is a wider gap.
- Value30%67 vs 24IBM +43
- Momentum25%41 vs 53SHOP +12
- Quality30%61 vs 66SHOP +5
- Risk Resilience15%48 vs 43IBM +5
5 of 6 evidence groups favor IBM. IBM’s edge is concentrated in value and risk resilience; SHOP keeps a meaningful momentum edge.
What changed since the last close
Latest scored session 2026-09-01, compared against the prior scored session 2026-08-31.
No factor moved materially.
No new signals fired.
No factor moved materially.
No new signals fired.
IBM's lead was unchanged in the latest snapshot.
Deeper signal detail for each name lives on its own signals page — IBM and SHOP both carry a full feed there.
The central trade-off
IBM (International Business Machines Corporation): the stronger current systematic profile, led by value and risk resilience.
SHOP (Shopify Inc.): the counter-case, on momentum, quality, technicals — but at materially higher volatility, 72.6% against 29%.
Which one fits your objective
The same two names rank differently depending on what you are optimizing for. All six reads are shown at once — none of them is hidden behind a toggle.
Balanced
IBMIBM on the overall AIQ Score, which weights Quality and Value at 30% each.
Growth
IBMIBM on combined revenue and EPS growth.
Value
IBMIBM on the peer-relative Value factor, by 43 points.
Momentum
SHOPSHOP on the Momentum factor, by 12 points.
Lower downside
IBMIBM on Risk Resilience, by 5 points.
Analyst upside
IBMIBM on implied upside to the consensus price target.
AIQ vs Wall Street
Where the systematic read and the analyst consensus line up — and where they do not.
| Measure | IBM | SHOP | Note |
|---|---|---|---|
| Implied upside to target | +15.8% | +14.1% | IBM has more room |
| Target dispersion | +65% | +46.3% | Lower is tighter analyst agreement |
| Consensus | Buy | Buy | Context, not a primary driver |
| Analysts covering | 13 | 17 | Higher coverage generally improves confidence |
Analyst targets are expectations, not predictions. Dispersion matters as much as the midpoint.
AIQ Agreement Matrix
5 of 6 covered evidence groups favor IBM. A wide gap backed by one group is a weaker case than a narrow gap backed by five.
| Evidence group | Favors | Reading |
|---|---|---|
| AIQ Score | IBM | 56 vs 47 |
| Fundamentals | IBMon balance | revenue growth 7.8% vs 13%; EPS growth 76.9% vs 3.6%; ROE 33.5% vs 15.1%; gross margin 58.4% vs 47.8%; operating margin 17.9% vs 13.9% — IBM takes 4 of 5 decided legs, not all of them |
| Valuation | IBM | Value 67 vs 24 |
| Technicals | SHOP | Price vs 50-day -4.5% vs 6.4%; vs 200-day -11.3% vs 12.2% |
| Risk Resilience | IBM | Risk Resilience 48 vs 43 |
| Analyst expectations | IBM | Target upside 15.8% vs 14.1% |
✓ agrees with the overall verdict · ✕ points the other way. Groups marked “not covered” lack data on one or both of IBM and SHOP and are excluded from the count.
AIQ Decision Stability
The two are close enough that your objective, not the score, should decide.
- The AIQ gap is moderate at 9 points.
- 5 of 6 covered evidence groups point the same way. (supports the conclusion holding)
- The leader's advantage has been widening. (supports the conclusion holding)
- The lead has been steady session to session. (supports the conclusion holding)
- The leader is throwing conflicting signals. (argues the conclusion is provisional)
- Signal direction runs against the verdict: the leader is net-bearish while the laggard is net-bullish. (argues the conclusion is provisional)
- Analyst targets on the leader are widely dispersed. (argues the conclusion is provisional)
Stability combines the score gap, how broadly the evidence agrees, how steady the lead has been across daily snapshots, the current signal state on both names, and analyst dispersion on IBM.
How the comparison changed
120 daily snapshots · Apr 20 – Sep 1IBM lead: Strengthening — the AIQ differential moved from 6 to 9 points over 30 sessions.
- Today
- IBM +9
- 56 vs 47
- 7 sessions ago
- IBM +8
- 57 vs 49
- 30 sessions ago
- IBM +6
- 61 vs 55
- 90 sessions ago
- IBM +3
- 53 vs 50
The lead changed hands 3 times in this window, most recently on Jul 27 when SHOP moved ahead of IBM.
AIQ Signal Divergence
Only the signals that bear on the head-to-head. A conflicted name is carrying bullish and bearish rules at the same time — the technical evidence is not pointing one way.
1 bullish / 2 bearish, conflicted
- Death Cross Active — bearish, trend, long horizon (8.34%)
- Downtrend Structure Active — bearish, trend, long horizon
- MACD Bullish Crossover — bullish, momentum, short horizon
3 bullish / 1 bearish / 1 neutral, conflicted
- Golden Cross Active — bullish, trend, long horizon (0.11%)
- EMA Ribbon Expansion Bullish — bullish, trend, medium horizon
- Uptrend Structure Active — bullish, trend, long horizon
IBM leads the comparison while carrying a conflicted signal state, which is one reason the stability rating is not higher.
Price vs model alignment
Whether the latest session's price move confirms what the model did over the same session, or contradicts it.
Neither the price nor the AIQ Score moved enough in the latest session to confirm or contradict the other (price +0.51%, AIQ 0 points).
Neither the price nor the AIQ Score moved enough in the latest session to confirm or contradict the other (price +0.11%, AIQ 0 points).
What would flip this result
A state, not a forecast. These are the specific, observable changes that would reverse the verdict — not a price prediction.
- 1SHOP closes the Value gap — currently 43 points behind, the largest single contributor to IBM's edge.
- 2SHOP generates a confirmed bullish trend signal it does not currently carry, such as MACD Bullish Crossover.
- 3IBM's conflicting signal state resolves bearish — it currently carries 1 bullish and 2 bearish rules at once.
- 4A regime shift changes factor weighting — the composite weights Quality and Value at 30% each, so a rotation toward either would move the result most.
The full evidence
Every number behind the verdict. The leader is called above each group so you are not left to solve it from the table.
Fundamentals
IBM leads on balance| Metric | IBM | SHOP |
|---|---|---|
| Revenue growth (YoY) | 7.8% | 13% |
| EPS growth (YoY) | 76.9% | 3.6% |
| Gross margin | 58.4% | 47.8% |
| Operating margin | 17.9% | 13.9% |
| Return on equity | 33.5% | 15.1% |
| Debt to equity | 1.89 | 0.01 |
Technicals
SHOP has the stronger structure| Metric | IBM | SHOP |
|---|---|---|
| RSI (14) | 45.6 | 44.1 |
| ADX (14) | 10.2 | 29.5 |
| Price vs 50-day | -4.5% | 6.4% |
| Price vs 200-day | -11.3% | 12.2% |
| Volatility (1M, annualized) | 29% | 72.6% |
Risk
IBM is the more resilient| Metric | IBM | SHOP |
|---|---|---|
| Beta | 0.89 | 1.87 |
| Sharpe ratio | 0.07 | 0.29 |
| Sortino ratio | 0.08 | 0.43 |
| Max drawdown | -37.5% | -46.7% |
| Current drawdown | -29% | -17.7% |
| Annualized volatility | 48.5% | 57.6% |
| Value at risk (95%) | -3.3% | -5.9% |
Straight answers
Each answer is regenerated from the current snapshot, not written once and left to age.
Which is better, IBM or SHOP?
On the Algovestiq AIQ Score, IBM is the stronger of the two as of Sep 2, 2026, scoring 56 against SHOP's 47. The edge comes from value and risk resilience. SHOP is not without a case — it holds the better momentum profile, which matters more if that is the objective you are optimizing for. This is a systematic score, not a recommendation: it ranks the two on the same evidence, it does not know your holding period or tax position.
Is IBM or SHOP the better buy right now?
IBM carries the stronger systematic profile as of Sep 2, 2026, and the comparison is rated Competitive — 5 of 6 covered evidence groups agree. A Competitive rating means the two are close enough that your objective, not the score, should decide.
Why does the AIQ Score favor IBM over SHOP?
The composite weights Quality at 30%, Value at 30%, Momentum at 25% and Risk Resilience at 15%. IBM leads Value by 43 points; SHOP leads Momentum by 12 points; SHOP leads Quality by 5 points. Where the two split, the factor with the larger weight carries the result.
Which has more analyst upside, IBM or SHOP?
Analyst price targets imply +15.8% upside for IBM and +14.1% for SHOP, so the Street currently favors IBM. The model and the Street agree here, which is a broader base of evidence than either alone. Analyst targets are expectations, not predictions, and dispersion matters as much as the midpoint.
Which is better value, IBM or SHOP?
IBM is the better-valued of the two on the peer-relative Value factor. IBM on the peer-relative Value factor, by 43 points. The Value factor reads valuation relative to sector peers and to the company's own fundamental quality, so it is not the same as simply having the lower multiple.
Which has stronger growth, IBM or SHOP?
IBM on combined revenue and EPS growth. Growth here is measured on reported revenue and earnings, not on forward estimates — it describes what the businesses have delivered, not what the Street expects next.
Which has stronger momentum, IBM or SHOP?
SHOP on the Momentum factor, by 12 points. Momentum carries 25% of the AIQ composite. It has documented persistence over three- to twelve-month horizons, which makes it a timing input rather than a reason to hold something indefinitely.
Which is riskier, IBM or SHOP?
IBM is the more resilient of the two, so the other name carries the higher downside risk. IBM on Risk Resilience, by 5 points. The Risk Resilience factor weights 15% of the composite; position sizing usually responds to it more usefully than the buy/avoid decision does.
Is IBM more profitable than SHOP?
IBM leads on the comparable margin measures — gross margin 58.4% vs 47.8%; operating margin 17.9% vs 13.9%; roe 33.5% vs 15.1%.
Is IBM's lead over SHOP getting stronger or weaker?
IBM lead: Strengthening — the AIQ differential moved from 6 to 9 points over 30 sessions. This is measured from 120 daily comparison snapshots between 2026-04-20 and 2026-09-01. The lead has changed hands 3 times in that window, most recently on 2026-07-27, when SHOP moved ahead of IBM.
What would change the IBM vs SHOP verdict?
The result is a state, not a forecast, so it changes when the underlying evidence changes. Concretely: SHOP closes the Value gap — currently 43 points behind, the largest single contributor to IBM's edge; SHOP generates a confirmed bullish trend signal it does not currently carry, such as MACD Bullish Crossover; IBM's conflicting signal state resolves bearish — it currently carries 1 bullish and 2 bearish rules at once; a regime shift changes factor weighting — the composite weights Quality and Value at 30% each, so a rotation toward either would move the result most.
What do the current signals say about IBM and SHOP?
IBM: 1 bullish / 2 bearish, conflicted. SHOP: 3 bullish / 1 bearish / 1 neutral, conflicted. A conflicted state means bullish and bearish rules are active on the same name at once — the technical evidence is not pointing one way, and a decision taken on it carries more timing risk. The most decision-relevant rule on IBM is Death Cross Active (bearish, long horizon). On SHOP it is Golden Cross Active (bullish, long horizon).
Compare IBM and SHOP with others
How this comparison is scored
The Algovestiq AIQ Score composites four factors — Quality (30%), Value (30%), Momentum (25%) and Risk (15%). Sentiment is reported separately as SentimentPulse and is not folded into the composite. Scores refresh every trading day, and this page regenerates from the latest snapshot rather than being written once.
The verdict names a leader, states how broadly six independent evidence groups agree, and rates how durable that conclusion is given the score gap, its recent trajectory and the current signal state on both names.
How to use side-by-side comparison →This comparison is informational and educational, not investment advice. AIQ scores update daily; re-check after earnings, guidance or macro data that materially changes either name’s factor profile.