YWR: Your Weekend Reading

YWR: Your Weekend Reading

YWR: Killer Charts

Erik's avatar
Erik
Oct 23, 2026
∙ Paid

It’s been a tough week in the markets.

The index hasn’t moved much, but AI names are getting crushed.

Tech investors are questioning everything.

Has the trend changed? Is it time to capitulate?

Yes, the technology is great and in the future we will all use AI, but in the meantime do rising bond yields and credit spreads crash the party?

Do we go down another 40% before we go up?

Is this 1999 all over again?

That’s the question. Right?

Let’s go over highlights from this month’s 58 slide chart pack.

We will do a health check and come to a conclusion.

October’s Killer Charts include sections on:

  • S&P 500 Earnings Estimates

  • Positioning

  • US Housing

  • Coatue Public Markets Update

  • Ramp AI data

A link to the full chart pack is at the bottom of the post.

Let’s build this up piece by piece.

We review S&P 500 earnings estimates every month. Like a doctor checking your heart rate and blood pressure.

440.00 
360.00 
420.00 
390.00 
340.00 
430.00 
290.00 
330.00 
350.00 
300.00 
370.00 
410.00 
380.00 
400.00 
320.00 
310.00 
10/15/2025 
10/22/2025 
10/29/2025 
11/05/2025 
11/12/2025 
11/19/2025 
11/26/2025 
12/04/2025 
12/11/2025 
S&P 500 CY 2026 & CY 2027 Bottom-Up EPS: 1-Year 
12/18/2025 
12/26/2025 
01/05/2026 
01/12/2026 
01/20/2026 
--- CY 2027 Bottom-Up EPS 
01/27/2026 
02/03/2026 
02/10/2026 
02/18/2026 
02/25/2026 
03/04/2026 
(Source: FactSet) 
03/11/2026 
03/18/2026 
03/25/2026 
04/01/2026 
04/09/2026 
04/16/2026 
-CY 2026 Bottom-Up EPS 
04/23/2026 
04/30/2026 
05/07/2026 
05/14/2026 
05/21/2026 
05/29/2026 
06/05/2026 
06/12/2026 
06/22/2026 
06/29/2026 
07/07/2026 
07/14/2026 
07/21/2026 
07/28/2026 
08/04/2026 
08/11/2026 
08/18/2026 
08/25/2026 
09/01/2026 
09/09/2026 
09/16/2026 
09/23/2026 
09/30/2026 
10/07/2026 
421.65 
364.14 
10/14/2026

Earnings estimates show strong growth and positive revisions.

EPS growth for the market is accelerating. Earnings are going to grow 32% in 2026! That is amazing.

S&P 500 Calendar Year Bottom-Up EPS Actuals & Estimates 
(Source: FactSet) 
450.00 
425.00 
421.65 
400.00 
375.00 
364.14 
350.00 
325.00 
300.00 
274.72 
275.00 
250.00 
243.02 
225.00 
208.56 
219.17 
220.21 
200.00 
175.00 
161.56 
163.13 
150.00 
133.53 
140.23 
125.00 
119.32 
100.00 
75.00 
50.00 
25.00 
0.00 
CY2016 
CY2017 
CY2018 
CY2019 
CY2020 
CY2021 
CY2022 
CY2023 
CY2024 
CY2025 
CY2026 
CY2027

Earnings are growing rapidly, while the market goes sideways, which means valuations are compressing. This is a positive set up.

24.0 
25.0 
23.0 
20.0 
21.0 
17.0 
22.0 
19.0 
16.0 
18.0 
13.0 
11.0 
12.0 
15.0 
14.0 
10.0 
10/14/2016 
12/12/2016 
02/09/2017 
04/07/2017 
06/06/2017 
08/02/2017 
Forward 12-Month P/E 
09/28/2017 
11/24/2017 
01/24/2018 
03/22/2018 
05/18/2018 
07/17/2018 
09/12/2018 
11/07/2018 
S&P 500 Forward 12-Month P/E Ratio: 10 Years 
01/08/2019 
03/07/2019 
05/03/2019 
07/01/2019 
08/27/2019 
10/23/2019 
- - 5-Year Avg. Forward 12-Month P/E 
12/19/2019 
02/19/2020 
04/16/2020 
06/12/2020 
08/10/2020 
(Source: FactSet) 
10/06/2020 
12/02/2020 
02/01/2021 
03/30/2021 
05/26/2021 
07/23/2021 
09/20/2021 
11/15/2021 
01/12/2022 
03/11/2022 
05/09/2022 
07/07/2022 
09/01/2022 
10/28/2022 
- - 10-Year Avg. Forward 12-Month P/E 
12/27/2022 
02/24/2023 
04/24/2023 
06/21/2023 
08/17/2023 
10/13/2023 
12/11/2023 
02/08/2024 
04/08/2024 
06/04/2024 
08/01/2024 
09/27/2024 
11/22/2024 
01/24/2025 
03/24/2025 
05/20/2025 
07/18/2025 
09/15/2025 
11/10/2025 
01/08/2026 
03/09/2026 
05/05/2026 
07/02/2026 
08/28/2026

What about the real economy? Aren’t rising interest rates crashing the real estate market. In the US housing section we review the Zillow data.

Overall, the picture is stable. Some markets doing OK, like LA and Boston (strangely), but some a bit weak, like Florida and Austin.

US house prices by Metro. Source: Zillow

Lots of horror stories on X about multi-family rents crashing, but the Zillow data says rents are still rising 1-2%/year.

But housing isn’t what you’re really worried about.

It’s not the reason the AI stocks are crashing.

Investors are worried OpenAI and Anthropic aren’t profitable, can’t pay for their 1GW datacenter lease obligations in 2028 and everything downstream from chips, to photonics to gas turbines will come to a complete stop.

Will Anthropic and OpenAI have the money to pay Coreweave and Oracle when the data centers are completed? Will underlying corporate AI spend grow enough over the next 2 years to cover the all the revenue purchase obligations these frontier models signed up for? Does it work out or did they massively overestimate everything?

Here the section in the presentation with charts from Ramp AI are useful. Ramp AI is business accounting software which gives them access to company level AI spending data which they roll up and anonymise.

Below is the key chart which worries people.

Token spend flatlined over the last 3 months. Token volumes are still making new highs, but spend is flat because token prices have fallen.

Business token spend

Average token prices fell from $1.30 on average to 60 cts starting July. This lurch lower stalled out revenue growth and is causing panic in the market. A broader trend since April 2025 has been Anthropic coming down to match OpenAI pricing.

Token prices. OpenAI (green), Anthropic (orange), Blended (black).

Where does token pricing go from here?

My prediction is price moves will be more gradual from here.

The stress we are seeing in credit markets are a signal to OpenAI and Anthropic that investors care less about usage growth and want to see more revenue growth. OpenAI and Anthropic will get the message. They don’t need to have a price war right before their IPO’s and when they have looming lease obligations. They are a duopoly. They can call a truce. For all the talk of Chinese models Deep Seek and Moonshot’s share of business spend is 0.3%.

It has made sense up to this point to keep the models cheap and grow the user base. It has worked. 56% of US firms use AI. Now is the time to stabilise pricing and increase the spend per employee, which has a lot of room to grow.

The median spend per employee is $15/month. Back in January that was $6. Firms in the top 10% are spending $813/month/employee.

We all see what AI can do. We see how useful it is. We see how it cranks out documents, presentations and spreadsheets. Can you even go back to the old days anymore? I can’t.

When you look at what you do with AI all day, and how productive it makes you, couldn’t it be worth $100/month to a company? VC’s think it’s worth $10,000/month/employee.

And yet the median spend is $15/month/employee. That looks really low for something this important. In fact there is probably something wrong with your firm if you are only spending $15/month/employee.

Another great chart. Guess how much companies are spending on AI as a % of overall expenses?

5.7%! 5.7% on super intelligence. Crikey. Companies are spending more cleaning the bathrooms than they are on AI. There is so much headroom to raise these numbers.

So it makes sense that corporate AI spend can grow dramatically from here.

Let’s put our health check together.

Corporate earnings are strong and growing.

S&P 500 valuations at the index level are back to below average.

Housing looks sleepy, but basically fine.

AI spend had 3 flat months and everyone is panicking.

But AI spend is super low amongst companies and can grow 10x without much imagination.

It’s hard to say companies are spending too much on AI. In fact it looks the opposite.

So the health check seems encouraging.

But what about the market?

Can we get a rally into year end?

Or do we crash lower?

And this is where we get the two key charts which indicate which way this is likely to go.

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