👋 Welcome to the 22 new readers and welcome back to everyone else - and thanks for all the feedback I received after last weeks post - please keep it coming!

Last week, I shared my overall framework for evaluating GPs.

This week, I want to zoom in on the one chart I always open first when looking at a fund. It’s simple, but it gives a surprisingly complete picture of a fund’s return profile - in one glance you can see distribution, concentration, and how much is still unrealized.

Here’s what we’ll cover today:

  • Why I create this chart when I start getting serious about a fund

  • The mechanics behind the chart

  • A simple, but non-trivial example

  • How this chart should look across asset classes

  • And most importantly: Typical flags and questions this chart raises

As always, I’ll wrap up with a few of my favorite reads this week + new funds raised in the last 7 days.

Let’s dive in 👇

The one chart I open first

If I’m seriously considering a fund, this is the chart I pull up before anything else. In one view it shows how returns are distributed and how diversified the portfolio really is - two things I care about more than headline IRR.

It’s the quickest gut-check against concentration and outliers: look at distribution and avoid dependency on a single winner.

How the chart works

  • Y-axis: total value created, split into realized and unrealized. You instantly see the spread of outcomes and how much of it is locked in.

  • X-axis: portfolio companies, where the width of each bar = capital invested in that company.

Net effect: height shows outcome, width shows bet size. Put together, you see if big bets paid off, if small bets drove the fund, and how much is still paper gains.

Add a few overlay metrics

Add two simple data points on top of the chart:

  1. Top 5 investments as % of total returns - Shows return concentration

  2. Top 5 investments as % of total capital deployed - Shows capital concentration

These two numbers tell you instantly whether you're looking at consistent execution or a portfolio carried by one or two home runs.

Adding these numbers consistently across funds and managers also gives quick numbers to benchmark against.

A simple thought experiment

Two GPs, each on Fund II with 10 investments in Fund I:

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