Kyle Samani Profile picture
Mar 11 20 tweets 3 min read Read on X
0/ PropAMMs are one of the most important innovations in market microstructure in years, possibly decades.

A thread
1/ To understand why this is the case, let's start by looking how market makers (MMs) quote on traditional centralized exchanges (CEXs)
2/ MMs are all physically co-located with the CEX. Each MM is running an algorithm on a box, and is connected using a uniform cable length (e.g. 50 meters) to another box, which hosts the CEX
3/ The MMs and CEX are sending back and forth large amounts of traffic. Each time an MM sends an order to the CEX - limit, cancel, market, etc. - the CEX must then communicate that all the other MMs. the other MMs then respond with their own new orders

Repeat infinitely
4/ A simple diagram Image
5/ Now lets consider how propAMMs work on Solana mainnet
6/ The beauty of propAMMs on Solana is that the blockchain itself *hosts* the MMs algorithm. The system doesn't need billions of messages going back and forth between MMs and the CEX

The MM algos are hosted on the same physical box as the exchange itself!
7/ A simple diagram Image
8/ There is an old trope in crypto that everything in a decentralized system must be slower than the centralized counterpart because of latency overhead communicating around Earth
9/ Here, once you reframe the problem, on-chain hosted algorithms actually have *lower* latency than TradFi CEXs

Why?
10/ The latency required for a propAMM to update pricing only requires electrons moving around inside a single piece of physical silicon.
11/ If the price of SOL-USD moved because of the previous market order, that information is available *immediately* to all propAMMs for the next market order.

Everything happens inside a single piece of silicon. No bi-directional communication happening between servers
12/ It's important to note that the propAMMs do require frequent oracle updates. Which is fine. That doesn't change the reality of what I've described above.
13/ What is important to understand is that MM pricing changes *in real time inside a single piece of silicon* when the exchange - in this case the Solana blockchain - hosts the propAMM's algorithm directly
14/ PropAMMs are already the dominant mechanism for quoting spot SOL-USDC on Solana, with tighter spreads than all major CEXs

I expect this market structure is going to become the dominant mechanism for on-chain trading for all spot, perps, and even prediction markets this year
15/ The biggest challenge with propAMMs is that there isn't *yet* a way to *guarantee* best execution for takers. This is because all of the propAMM algos are not public (they shouldn't be; traditional MM algos are private), and routing over propAMMs is non-deterministic
16/ However, this problem is tractable, and I expect all of the relevant aggregator teams - Jupiter and dFlow for spot, and Phoenix for perps - to implement solutions this year
17/ PropAMMs are still wildly unoptimized, and are subject to all kinds of constraints due to limitations in the Solana blockchain itself.

Solana is rolling out a ton of major changes this year that will dramatically improve the performance of propAMMs. Including:
18/

a) higher CU limits per transaction and larger tx sizes
b) higher CU limits per block
c) alpenglow, which will reduce slot times from 400ms to 100-150ms
d) doublezero, which reduces latency globally
e) application controlled execution
f) multiple concurrent leaders
19/ If propAMMs on Solana mainnet can already quote tighter than all CEXs without these improvements, just imagine how good they will become as these upgrades roll out

{fin}

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More from @KyleSamani

Jul 28, 2025
0/ What Pump and Zora are trying to build is entertainment + trading

The history of entertainment + trading dates all the way back to... Jim Cramer! He is the OG

Neither Pump nor Zora have cracked it yet. Why? bc entertainment and finance are somewhat in conflict

A 🧵
1/ People scroll the aggregators - IG/Twitter/TikTok/YouTube - because they are bored. They are seeking entertainment

The key thing about the aggregators is that they are safe spaces. When you scroll, you don't feel any risk of being scammed.

The aggregators are trusted
2/ Now contrast that with Pump or Zora. Or even CT, and many TG groups

You know that you're not in a safe space, and that other people are trying to take advantage of you
Read 11 tweets
Jan 22, 2025
0/ @multicoincap has been investing in SOL since May 2018

In that time, we have published 4 theses to share our views on how we think about Solana

Today I'm excited to share the 5th in that series:

The Solana Thesis: Internet Capital Markets

(link in next tweet) Image
2/ Solana is now a $100B asset. Market cap is like gravity. The higher it is, the higher everyone's expectations should be

The essay shares how we underwrite holding SOL north of $100B
Read 4 tweets
Dec 25, 2024
0/ some thoughts on AI crypto bots
1/ it seems like the purpose of all of these bots is to make as much money as possible from crypto capital markets
2/ what unique skills do LLM bots have that can lead to alpha that prior generations of bots did not?
Read 8 tweets
Sep 3, 2024
0/ A thought experiment on centralization and forking and BTC purity

h/t @kankanivishal for the convo last week

in 2019, @hosseeb wrote a fantastic piece that basically said that circle and tether dictate which fork wins

haseebq.com/ethereum-is-no…
1/ today, there's $100B+ of value on chain that is secured by circle and tether

if there is ever a fork, the fork that circle and tether don't endorse (what i'll call the minority fork) basically implodes bc all the contracts implode in a matter of hours
2/ i was thinking about pavel's arrest

what if USG forks ethereum/solana codebase and mainnet

and just 0s out some accounts (eg known north korea accounts or something)
Read 10 tweets
Jul 26, 2024
0/ Thoughts on predictions markets (PM)

TLDR - what matters is regularity
1/ draft kings and fan duel spend massively on CAC. so much so that they tried to merge in 2016 because they recognized that they were just bleeding each other to death (FTC blocked merger)
2/ the only way to justify large CAC is... large LTV. obviously

large LTV comes from large betting volume. obviously.

DK and FD don't care that you open an account and make a $100 bet. in fact, this is probably gross margin negative compliance costs
Read 16 tweets
Jul 11, 2024
0/ I used to believe in owning your own data

I don't anymore
1/ Ownership is about *exclusion*. This is most clear when thinking about assets:

a) I have a $5 bill, and you do not. Therefore I can spend $5, and you cannot

b) I own a $1M piece of art. I don't lend it to the museum so that others can appreciate it. I keep it on the wall in my house so that only I can appreciate its beauty
2/ Ownership - aka exclusion - is why crypto maps to finance so well
Read 15 tweets

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