ICE vs JEF Stock Comparison
Compare ICE vs JEF on performance, valuation, growth, fundamentals, momentum and risk; the current AIQ evidence does not show a clear headline leader.
What is the main difference between ICE and JEF?
ICE and JEF are close on the current AIQ evidence, so the better fit depends more on objective, risk tolerance and valuation preference than on a single headline score.
AlgovestIQ AIQ Comparison
Intercontinental Exchange, Inc. vs Jefferies Financial Group Inc.
ICE and JEF are effectively level
ICE and JEF are effectively level on the AIQ Score; the factor table below shows where each one holds its advantage.
Intercontinental Exchange, Inc.
Jefferies Financial Group Inc.
The Algovestiq AIQ Score does not currently separate ICE and JEF as of Oct 31, 2026. Both names are scored on the same 0–100 scale across Quality, Value, Momentum and Risk Resilience, and the factor table below shows where each one holds its advantage.
Compare Intercontinental Exchange, Inc. and Jefferies Financial Group Inc. across the Algovestiq AIQ Score, valuation, quality, momentum, risk, technicals and analyst expectations.
Performance over time
Total return with distributions reinvested, from daily closes.
Total return comparison
Growth of $10,000, distributions reinvested
Split-adjusted closes; each distribution is reinvested at the close on its ex-dividend date. Taxes and trading costs are not modeled.
Compare ICE and JEF against another ticker
Open a multi-ticker workspace without changing this focused pair page.
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.
- Value28 vs 56JEF +28
- Quality63 vs 39ICE +24
- Risk Resilience65 vs 43ICE +22
- Momentum49 vs 57JEF +8
Neither name separates cleanly on the covered dimensions.
What changed since the last close
Latest scored session 2026-10-30, compared against the prior scored session 2026-10-29.
No factor moved materially.
No signal started or stopped since the prior session; its 3 active signals are unchanged.
No factor moved materially.
No signal started or stopped since the prior session; its 5 active signals are unchanged.
Deeper signal detail for each name lives on its own signals page — ICE and JEF both carry a full feed there.
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
EvenNeither separates on the overall score.
Growth
JEFJEF on combined revenue and EPS growth.
Value
JEFJEF on the peer-relative Value factor, by 28 points.
Momentum
JEFJEF on the Momentum factor, by 8 points.
Lower downside
ICEICE on Risk Resilience, by 22 points.
Analyst upside
JEFJEF 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 | ICE | JEF | Note |
|---|---|---|---|
| Implied upside to target | +8.7% | +41.7% | JEF has more room |
| Target dispersion | +32.1% | +56.6% | Lower is tighter analyst agreement |
| Consensus | Buy | Hold | Context, not a primary driver |
| Analysts covering | 9 | 6 | Higher coverage generally improves confidence |
Analyst targets are expectations, not predictions. Dispersion matters as much as the midpoint.
Dividend growth
| Dividend metric | ICE | JEF |
|---|---|---|
| 5Y dividend CAGR | 9.86% | 21.67% |
| 2020 regular DPS | $1.200 | $0.600 |
| 2025 regular DPS | $1.920 | $1.600 |
| Years increased | 5 | 4 |
| No cut in window | Yes | Yes |
| Cohort rank | #107 | #11 |
JEF grew its split-adjusted regular dividend faster over 2020–2025 — 21.67% a year against ICE's 9.86%. Neither company reduced its regular dividend in any year of the window.
Yield and payout ratio shown elsewhere on this page are current values, not part of the study window.
Split-adjusted regular dividends per share, 2020–2025, excluding special dividends. Research as of Sep 19, 2026.
AIQ Agreement Matrix
How each independent group of evidence reads the pair.
| Evidence group | Favors | Reading |
|---|---|---|
| AIQ Score | Even | 49 vs 49 |
| Fundamentals | ICEon balance | revenue growth -1.5% vs 18.8%; EPS growth -31.7% vs 47.2%; TTM ROE 13.8% vs 8.5%; gross margin 73.4% vs 67.9%; operating margin 44.9% vs 7.5% — ICE takes 3 of 5 decided legs, not all of them |
| Valuation | JEF | Value 28 vs 56 |
| Technicals | ICE | Price vs 50-day 7.4% vs -4.9%; vs 200-day 0.9% vs -6.9% |
| Risk Resilience | ICE | Risk Resilience 65 vs 43 |
| Analyst expectations | JEF | Target upside 8.7% vs 41.7% |
AIQ Decision Stability
The conclusion is sensitive to small changes. Treat the lead as provisional and watch the flip conditions below.
- The AIQ gap is narrow at 0 points. (argues the conclusion is provisional)
- Only 0 of 6 covered evidence groups agree. (argues the conclusion is provisional)
- The leader's advantage has been narrowing. (argues the conclusion is provisional)
How the comparison changed
120 daily snapshots · Jul 1 – Oct 30ICE lead: Weakening — the AIQ differential moved from 12 to 0 points over 30 sessions.
- Today
- Level
- 49 vs 49
- 7 sessions ago
- ICE +14
- 58 vs 44
- 30 sessions ago
- ICE +12
- 54 vs 42
- 90 sessions ago
- ICE +16
- 59 vs 43
The lead changed hands once in this window, most recently on Sep 10 when ICE moved ahead of JEF.
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.
2 bullish / 1 bearish, conflicted
Only ICE
- Golden Cross Active — bullish, trend, long horizon (1.76%)
- EMA Ribbon Expansion Bullish — bullish, trend, medium horizon
- MACD Bearish Crossover — bearish, momentum, short horizon
1 bullish / 3 bearish / 1 neutral, conflicted
Only JEF
- Bollinger Band Squeeze — neutral, volatility, short horizon
- Death Cross Active — bearish, trend, long horizon (5.25%)
- BB Upper Band Breach — bearish, volatility, short horizon
- Downtrend Structure Active — bearish, trend, long horizon
- MACD Bullish Crossover — bullish, momentum, short horizon
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 +3.56%, AIQ 0 points).
Neither the price nor the AIQ Score moved enough in the latest session to confirm or contradict the other (price -6.16%, AIQ 0 points).
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
ICE leads on balance| Metric | ICE | JEF |
|---|---|---|
| Revenue growth (YoY) | -1.5% | 18.8% |
| EPS growth (YoY) | -31.7% | 47.2% |
| Gross margin | 73.4% | 67.9% |
| Operating margin | 44.9% | 7.5% |
| Return on equity (TTM) | 13.8% | 8.5% |
| Debt to equity | 0.69 | 3.48 |
Performance
Split across windows| Metric | ICE | JEF |
|---|---|---|
| 1 week (5 sessions) | -1.1% | 5.5% |
| 1 month (20 sessions) | 2.6% | 3.9% |
| 3 months (63 sessions) | -0.2% | -13.8% |
| 6 months (126 sessions) | -0.1% | 0.1% |
| Year to date | -3.7% | -23.3% |
| 1 year (252 sessions) | -1.1% | -16.4% |
Technicals
ICE has the stronger structure| Metric | ICE | JEF |
|---|---|---|
| RSI (14) | 51 | 66.1 |
| ADX (14) | 14.3 | 34.3 |
| Price vs 50-day | 7.4% | -4.9% |
| Price vs 200-day | 0.9% | -6.9% |
| Volatility (1M, annualized) | 25.3% | 27.7% |
Risk
ICE is the more resilient| Metric | ICE | JEF |
|---|---|---|
| Beta | 0.17 | 1.6 |
| Sharpe ratio | -0.06 | -0.29 |
| Sortino ratio | -0.08 | -0.34 |
| Max drawdown | -29.8% | -45.6% |
| Current drawdown | -10.9% | -28.3% |
| Annualized volatility | 25.5% | 39.9% |
| Value at risk (95%) | -2.3% | -4% |
Straight answers
Each answer is regenerated from the current snapshot, not written once and left to age.
Which has more analyst upside, ICE or JEF?
Analyst price targets imply +8.7% upside for ICE and +41.7% for JEF, so the Street currently favors JEF. Analyst targets are expectations, not predictions, and dispersion matters as much as the midpoint.
Which is better value, ICE or JEF?
JEF is the better-valued of the two on the peer-relative Value factor. JEF on the peer-relative Value factor, by 28 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, ICE or JEF?
JEF 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, ICE or JEF?
JEF on the Momentum factor, by 8 points. Momentum is one of the four weighted factors in 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, ICE or JEF?
ICE is the more resilient of the two, so the other name carries the higher downside risk. ICE on Risk Resilience, by 22 points. Risk Resilience is a weighted factor in the composite; position sizing usually responds to it more usefully than the buy/avoid decision does.
Is ICE more profitable than JEF?
ICE leads on the comparable margin measures — gross margin 73.4% vs 67.9%; operating margin 44.9% vs 7.5%; ttm roe 13.8% vs 8.5%.
What do the current signals say about ICE and JEF?
ICE: 2 bullish / 1 bearish, conflicted. JEF: 1 bullish / 3 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 ICE is Golden Cross Active (bullish, long horizon). On JEF it is Death Cross Active (bearish, long horizon).
Compare ICE and JEF with others
Continue your research
This page answers which of the two. These answer the questions on either side of it.
How this comparison is scored
The Algovestiq AIQ Score composites four factors — Quality, Value, Momentum and Risk, each carrying a fixed weight. 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.