Every number an interviewer could ask you about, with the reasoning behind it. Read the blue boxes. That is where the number turns into an answer you can defend.
Market data Fri 30 Oct 2026 close · updated Fri 30 Oct 2026 · tap any i to learn the term
Where prices closed, and what you are paying for them.
| Asset | Level | Day | Week | Month | YTD |
|---|---|---|---|---|---|
| S&P 500index · 30 Oct | 7,580.07 | −1.82% | −0.57% | −0.93% | +10.73% |
| Nasdaq 100index · 30 Oct | 28,384.85 | −3.46% | −1.98% | −6.65% | +12.42% |
| Russell 2000index · 30 Oct | 2,811.84 | −1.66% | +1.29% | +0.54% | +13.29% |
| VIXindex · 30 Oct | 19.42 | +12.91% | −0.15% | +18.85% | n/a |
| Dollar Indexindex · 30 Oct | 101.94 | −0.10% | +0.12% | +0.48% | +3.72% |
| WTI Crude$ per barrel · Oct contract | $102.92 | +0.90% | −0.39% | +13.77% | +79.2% |
| Gold$ per troy ounce · Dec contract | $3,883.10 | −3.68% | −3.10% | −7.24% | −10.5% |
Equities are up double digits on the year and the VIX is calm, while the rates market leans toward a December hike into a labor market that added 29,000 jobs in September 2026. Gold is down on the year, and that fits. The 10-year paid 4.98% on 29 October 2026 against 4.40% six months earlier, so holding an asset with no coupon costs more than it did. Equities and the front end are pricing different worlds, and the next payrolls print is evidence for one of them.
The VIX row carries no red or green, because it measures magnitude rather than direction. A rising VIX is not bad and a falling one is not good. It is the price of 30-day insurance on the S&P, and coloring it as if it were a score is the most common way this table gets misread. The dollar has the same problem in a different form: a stronger dollar is good news for an importer and bad news for an exporter, so it has no single sign.
The VIX is also the one row with no year-to-date figure, on purpose. It is mean-reverting: it spikes and falls back to roughly the same place, so a change measured from an arbitrary starting date describes where January happened to sit, not anything about this year. The level is the information. Oil and gold do get a year-to-date, but read the note beside them first, because a futures return depends on which contract basis you use and the two answers differ by more than most people expect.
Flip trailing P/E upside down and you get the earnings yield: 1 ÷ 26.44 = 3.78%. That is what the index earns per dollar you pay. The 10-year Treasury paid 4.98% on 29 October 2026, risk-free.
So equities yield 1.2 points less than government bonds. That spread is normally positive, because you are paid for taking equity risk. Negative means the market is pricing substantial earnings growth to justify the price, or investors are accepting a worse deal than cash offers. Saying "the equity risk premium is negative" and knowing what produces it is a genuine differentiator. Know the objection a banker will raise: earnings grow with inflation and a coupon does not, so this comparison is harshest on equities exactly when inflation runs hot.
The orange spike in 2009 is not a bubble. It is a denominator collapse. Earnings nearly vanished, so trailing P/E went vertical while stocks were at their cheapest in a generation. That is the entire argument for CAPE, which divides by ten years of inflation-adjusted earnings. It cuts the other way too: CAPE reads 41.04 against a trailing 26.44 because today's earnings sit far above their ten-year average, so a market whose profits have grown fast looks dearer on CAPE than on current earnings.
What you are actually buying when you buy the S&P 500.
As of 29 October 2026, nine companies are 38.96% of a 500-stock index, and the largest, Nvidia, is 8.36% on its own. Buying "the market" is a large, undiversified bet on a handful of semiconductor and platform businesses, and index earnings growth is increasingly their earnings growth. Read the list before reaching for the label: Broadcom and Micron are in it, so "the Mag 7" already misdescribes the bet. And concentration is not fragility. It tells you how far one company's result moves the index, not whether any of these businesses is weak.
Everyone says this is a narrow market driven by a few mega-caps, and the concentration number supports it: technology alone is 40.45% of the index. But equal-weight is ahead of cap-weight this year, so the average stock is doing better than the giants. Small caps tell the same story. The Russell 2000 is up more on the year than the S&P 500, and on Thursday 29 October 2026 it rose 1.0% while the Nasdaq 100 fell 1.4%.
Both are true and not in conflict. Concentration measures weight. Breadth measures participation. Holding two apparently contradictory facts and explaining why both hold is exactly the reasoning an interviewer tests for.
| Reported | Company | Sector | Revenue | vs cons. | EPS | vs cons. | 2-day move |
|---|---|---|---|---|---|---|---|
| 30 Octbefore open | ExxonXOM · 3Q2026 | Energy | $113.2bn | none yet | $4.23 | +4.8% | none yet |
| 30 Octbefore open | AbbVie Inc.ABBV · 3Q2026 | Health Care | $17.4bn | none yet | $3.82 | +1.3% | none yet |
| 30 Octbefore open | Chevron CorporationCVX · 3Q2026 | Energy | $67.8bn | none yet | $5.28 | +8.5% | none yet |
| 29 Octafter close | Amazon.com, Inc.AMZN · 3Q2026 | Cons. Disc. | $201.9bn | none yet | $1.89 | −3.5% | none yet |
| 29 Octbefore open | Eli LillyLLY · 3Q2026 · BigGo Finance | Health Care | $24.4bn | +8.8% | $7.48 | +17.9% | +10.0% |
| 29 Octbefore open | Mastercard IncorporatedMA · 3Q2026 · Investing.com | Financials | $9.8bn | +1.6% | $5.31 | +2.8% | +4.5% |
| 29 Octbefore open | MerckMRK · 3Q2026 · Yahoo Finance | Health Care | $18.1bn | +4.7% | $2.49 | +19.3% | +6.1% |
| 29 Octbefore open | CaterpillarCAT · 3Q2026 · The Associated Press (via WTOP) | Industrials | $20.7bn | +0.5% | $7.20 | +2.4% | −12.7% |
| 29 Octbefore open | LindeLIN · 3Q2026 · Investing.com | Materials | $9.4bn | +2.7% | $4.59 | +1.6% | +1.2% |
| 28 Octafter close | Microsoft CorporationMSFT · 1Q2027 · Investing.com | Info Tech | $92.3bn | +1.8% | $4.89 | +3.6% | −1.7% |
Eight of these ten beat on EPS, and that is the least informative fact in the table. It kills the instinct every student arrives with: that a beat is good news and a miss is bad news. Most of the index beats in a normal quarter, because companies guide analysts down into a number they can clear. Beating is the base case, and the bar that actually matters is invisible in this table.
The size of the beat does not set the size of the move. T-Mobile beat EPS by 10.57% and rose 0.3% over two days. Visa beat by 1.14% and rose 2.2%. If the beat drove the reaction, the bigger beat would have bought the bigger move, and here it bought the smaller one. The other rows have no two-day figure because two sessions have not closed since they reported. Leave them blank rather than guess.
Read what the beat was made of. Alphabet's revenue landed within 0.3% of consensus while its EPS came in 29.52% short. A gap that wide on an in-line top line came from costs, a charge or something below the operating line, and which one it was is the whole story. ServiceNow is the reverse: revenue beat by 0.4% while EPS fell 2.26% short. Six of the ten carry no revenue consensus at all, so this table cannot say whether Lilly or Merck beat on the top line, and neither should you.
So when an interviewer asks how a company did, the answer is never the beat. It is what the beat was made of, what management said about next quarter, and what the stock did with both.
The argument the data is having with itself.
The numbers on this board are public and always will be. The written argument, what the data is disagreeing about this week and which release settles it, is the part we write ourselves, and it needs an account. No card.
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Full history and next dates in The Evidence below.
Where the market thinks rates are going, and what the curve reveals about why.
| Tenor | 30 Oct | 1wk | 1mo | Δ wk | Δ mo |
|---|---|---|---|---|---|
| 3-Month | 4.16 | 4.22 | 4.20 | −6 | −4 |
| 2-Year | 4.56 | 4.69 | 4.88 | −13 | −32 |
| 5-Year | 4.71 | 4.82 | 5.09 | −11 | −38 |
| 10-Year | 4.94 | 5.00 | 5.29 | −6 | −35 |
| 30-Year | 5.31 | 5.33 | 5.64 | −2 | −33 |
| 2s10s | +38 | +31 | +41 | +7 | −3 |
The 2-year tracks where the market thinks policy is going. The long end is growth plus inflation plus term premium. In the six months to 29 October 2026 the 2-year rose from 3.88% to 4.61% and the 10-year rose from 4.40% to 4.98%. The front end moved further, so the market is saying: tighter policy now, no better growth later. That is a bear flattener, and it is hawkish. The last month is the trap. The 2-year fell from 4.89% to 4.61% and the 10-year from 5.26% to 4.98%, so yields moved a long way while 2s10s ended at 37bp, exactly where it started. The whole path repriced together, and the shape said nothing new.
All four by name. Bull steepener, front end falls fastest, cuts coming. Bear flattener, front end rises fastest, which is what the last six months have been. Bear steepener, long end rises fastest, inflation or supply worry. Bull flattener, long end falls fastest, a growth scare.
| Source | Hold | Hike |
|---|---|---|
| Prediction market26 Aug, 5:30pm | 67% | 33% |
| Futures-implied17 Aug, reported | ~70% | ~30% |
The futures row is computed, not quoted: the January 2027 contract settles on the average effective rate for a month that lies entirely after the meeting, so 100 − 95.93 = 4.07% against 3.88% today is a move is priced as more likely than not.
Never quote a probability without its timestamp. These move hourly, and an interviewer who checked this morning will catch a stale number. Say "as of Friday's close it was roughly a coin flip" rather than a false-precision figure.
Whether policy is actually reaching the economy. This is the section that explains the dissents.
| Indicator | Latest | 1mo ago | Δ | Read |
|---|---|---|---|---|
| High Yield OAS29 Oct | 3.26% | 3.08% | +18bp | Wider on the month |
| IG Corporate OAS29 Oct | 0.89% | 0.84% | +5bp | Wider on the month |
| NFCIwk 23 Oct vs wk 25 Sep | −0.487 | −0.518 | 0.031 | Below zero: looser than average, and tightening |
| Adjusted NFCIwk 23 Oct vs wk 25 Sep | −0.501 | −0.543 | 0.042 | Looser than average even after adjusting, but tightening |
| Bank C&I standardsQ3 2026 survey, net % | 0.0% | 8.1% | −8.1pp | Banks stopped tightening outright |
| 30-yr Mortgagewk 29 Oct | 7.24% | 7.28% | −4bp | Down on the month |
Monetary policy does not work through the fed funds rate directly. It works by transmission. The policy rate moves bond yields, which move credit spreads, lending standards, mortgage rates and equity valuations, which move spending and hiring months later.
Two readings on this table deserve a second look. The NFCI at -0.49 for the week to 23 October 2026 is below zero but rising. Below zero means looser than the historical average, and rising means less loose than it was. Those are two different claims, so say "loose and getting less loose", never just "tightening". And bank lending standards at exactly 0.0% is not a missing value. It is a net percentage, tighteners minus easers, and the July 2026 survey netted out even.
When the policy rate is held but conditions stay loose, transmission is leaking. From a hawk's seat, holding is not holding. It is easing. The one channel clearly biting is housing, with the 30-year mortgage at 7.24% on 29 October 2026. Saying "the policy rate is restrictive but financial conditions aren't, outside housing" puts you ahead of most candidates.
What the data actually said, and what is expected next.
| Next | Indicator | Last | Cons. | Result | Expected |
|---|---|---|---|---|---|
| Nov 2 | ISM ManufacturingSep 2026 · Trading Economics | 54.5 | 54.7Oct | Softer, 0.3Sep 2026 | n/a |
| Nov 4 | ADP EmploymentSep 2026 · Trading Economics | 90K | 65KOct | Hotter, 20Sep 2026 | n/a |
| Nov 4 | ISM ServicesSep 2026 · Trading Economics | 54.9 | 54.8Oct | Softer, 0.8Sep 2026 | n/a |
| Nov 5 | Jobless Claimswk 24 Oct · 4wk MA 196,750 · Trading Economics | 194,000 | 197Kwk 31 Oct | Miss, 193804wk 24 Oct | n/a |
| Nov 6 | Nonfarm PayrollsSep 2026 · Trading Economics | +29k | 65KOct | Miss, 71Sep 2026 | n/a |
| Nov 6 | UnemploymentSep 2026 · Trading Economics | 4.2% | 4.2%Oct | In lineSep 2026 | 4.1%SEP 2026 |
| Nov 6 | UMich SentimentSep 2026 · Trading Economics | 48.1 | 48.1Oct | Miss, 2.9Sep 2026 | n/a |
| Nov 10 | CPISep 2026 · m/m · core +0.3% · Trading Economics | +0.6% | 0.6%Sep 2026 | In lineSep 2026 | 3.74%Clev. nowcast |
| Nov 13 | PPISep 2026 · m/m · Trading Economics | +1.3% | 0.5%Sep 2026 | Hotter, 0.8Sep 2026 | n/a |
| Nov 17 | Retail SalesSep 2026 · m/m · Trading Economics | +0.8% | 0.3%Sep 2026 | Beat, 0.5Sep 2026 | n/a |
| Nov 25 | PCE coreSep 2026 · y/y · headline 3.6% · Trading Economics | 3.1% | 3.1%Sep 2026 | In lineSep 2026 | 3.20%Clev. nowcast |
| Nov 25 | Real GDPQ3 2026 | +3.4% | none yet | vs prior only | 3.2 / 2.3%GDPNow / SEP |
| Dec 9 | FOMC + dot plotOctober decision | Held | n/a | Held at 4.00% | 4.1%dots 2026 |
The labor market is sending two opposite signals at once. Payrolls rose just 29,000 in September 2026 against a Trading Economics consensus of 100K. Yet initial jobless claims for the week to 24 October 2026 were 194,000, with a four-week average of 196,750, both the lowest of the past year on this board. Firms are not firing. They have stopped hiring. That regime has a name worth using: low-hire, low-fire, and it is why unemployment printed 4.2%, in line, in the same month payrolls missed. ADP had private hiring at 90K against 70K expected in the same month. Two surveys gave two answers, so neither one alone is the labor market.
The consumer is the confusing part. Retail sales rose 0.8% in September 2026 against 0.3% expected, while Michigan sentiment fell to 48.1 against 51 expected. What people say and what they spend are different series, and this month they disagree. Retail sales are also nominal. With CPI up 0.6% on the month, much of that 0.8% is price, not volume.
And PPI came in hot at +1.3% against +0.5% expected for September 2026, the highest monthly print on its chart. Producer prices sit upstream of consumer prices, and several PPI components feed straight into the PCE calculation. CPI at +0.6% and core PCE at 3.1% both landed in line, so so far the heat is upstream. The next CPI is what would confirm or refute that it is passing through.
| Month | First print | Consensus | Surprise | Now |
|---|---|---|---|---|
| January | +130k | +70k | +60k | +160k |
| February | −92k | +59k | −151k | −156k |
| March | +178k | +60k | +118k | +214k |
| April | +115k | +62k | +53k | +148k |
| May | +172k | +85k | +87k | +63k |
| June | +57k | +110k | −53k | +31k |
| July | −23k | +80k | −103k | −10k |
| August | +162k | +56k | +106k | +133k |
| September | +29k | +100k | −71k | not yet |
The bar is what printed. The horizontal tick across it is what the street expected. The distance between them is the surprise, and that is what markets actually price. September 2026 printed +29k against a Trading Economics consensus of 100K, a gap of 71,000. A weak number everyone forecast moves nothing; a mediocre number nobody expected moves a lot.
The shape matters more than any single bar. Over the year on this chart, monthly payrolls range from -156k to +214k, and August's +133k was followed by September's +29k. One month inside a range that wide is noise. A run of surprises in one direction is what reprices the front end of the curve.
Then read the "Now" column. The first print comes from an incomplete survey and is revised as late responses arrive, so the newest bar is the least mature number on the chart. Revisions are normal, so asking whether the data gets revised tells you nothing. Ask whether recent months keep getting revised in the same direction. That is a different and more useful claim than "the data is wrong".
Not a script. A starting point you are expected to argue with.
"What's going on in markets right now?"
Lead with the tension, not the levels. Hiring and inflation point opposite ways. September payrolls added just 29,000 jobs against a Trading Economics consensus of 100,000, yet headline PCE printed 3.6% for September 2026 and producer prices jumped 1.3% in the month. The Fed held at 3.75% to 4.00% on 28 October, and the market is not pricing relief. As of 29 October every Treasury out to two years yields above the top of that range, the 2-year by 61bp, and futures treat a December hike as close to fully priced. The story is a weak jobs number met with tightening, not easing.
Pressure-test itOne month of payrolls is a weak basis for saying the labor market cracked. The series is noisy and heavily revised, so check whether the other labor data agree. Right now they mostly do not. Unemployment rose only to 4.2% for September 2026, initial claims for the week to 24 October were 194,000, the low end of their year, and real GDP grew at a 3.4% annualized pace in Q3 2026. That reads as slower hiring in a growing economy, not a crack.
"Is policy tight right now?"
Most candidates answer by quoting the fed funds rate. A better answer: the policy rate is restrictive at 3.75% to 4.00%, but financial conditions are not. The Chicago Fed's NFCI read negative 0.49 for the week to 23 October. That is looser than average, and it stays below zero once growth and inflation are stripped out. High yield spreads at 3.14% sit mid-range for their year, and the July 2026 bank lending survey showed no net tightening. Policy is biting on households: the 30-year mortgage rate, at 7.24% on 29 October, is near the top of its year. Policy is working through housing and leaking almost everywhere else.
Pressure-test itFinancial conditions indices are constructed, not observed. The NFCI is a weighted blend of many market and credit series, and reasonable people weight them differently. It is a model output, so do not present it as a fact about the world. In a quarter with 3.4% growth, loose conditions may simply be a strong economy showing up in asset prices, not evidence that policy has failed.
"Is the market expensive?"
The multiples disagree, and saying so is the answer. A Shiller CAPE above 41 says expensive. On 29 October the earnings yield of 3.78% sat below the 10-year at 4.98%, so stocks earn you less than a Treasury pays, and the crude risk premium is negative. Whether that matters depends on whether earnings grow into the price. Then look at where the expense sits. Large caps trade at 24.43 times earnings and small caps at 16.71, and nine companies are 38.96% of a 500-stock index. "The market is expensive" mostly means a handful of megacaps are expensive. The twist is that equal-weight is ahead of cap-weight this year, so returns have been broader than the weights suggest.
Pressure-test itCAPE has flagged the market as expensive for most of the last decade, and acting on it cost a decade of returns. Be ready for "so should I have been out all that time?" The honest answer is that CAPE is a poor timing tool and a decent long-horizon return predictor. Also know the flaw in the yield comparison: earnings grow with inflation and a bond coupon does not, so with CPI at 3.7% for September 2026, setting one against the other flatters the bond.
"Is the Fed going to cut?"
Frame the decision rather than guessing, and point out that the question has flipped. The live debate is whether the Fed hikes. The answer depends on which mandate binds first. The committee held at 3.75% to 4.00% on 28 October and meets again on December 8-9 with new projections, after more labor and inflation data. If hiring stays as weak as September's 29,000, the labor mandate wins. If inflation stays hot, with headline PCE at 3.6% and producer prices up 1.3% in September 2026, a hike is genuinely on the table, and the market already treats one as close to fully priced.
Pressure-test itCheck the dots yourself first. The committee's own median for end-2026 is 4.1%, above the current range, so a hike is the Fed's own baseline, not a market overreaction. Then turn it around: the hawkish case is weaker than the headline makes it look. Core CPI was 2.6% for September 2026, near the low end of its year, and the market 5y5y forward was 2.27% on 28 October. Headline inflation is running far ahead of core, and a committee that looks through a supply shock has a case for waiting.
"What would you be watching?"
Pick one and defend it. A defensible choice is the gap between credit and rates. High yield at 3.14% on 28 October sits mid-range for its year, which says credit sees no recession. On 29 October the 2-year sat 61bp above the top of the funds range despite a 29,000 payrolls print, which says the market thinks the Fed may tighten into a slowdown. Credit is calm because growth is fine, and rates are pricing tightening into soft hiring. If spreads widen from here, credit is conceding that the labor data is real, and for a leveraged finance desk that changes what you can price.
Pressure-test itIn most cycles spreads lag rather than lead, and they widened once the downturn was already visible. Know that counterargument and have a second indicator ready. Jobless claims are the faster labor read, and at 194,000 for the week to 24 October they show no wave of layoffs yet.