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It's that time of year again, and we've got a new version of macOS on our hands! This year we've finally jumped off the 10.xx naming scheme and now going to 11! And with that, a lot has changed under the hood in macOS. As with previous years, we'll be going over what's changed in macOS and what you should be aware of as a macOS and Hackintosh enthusiast.
Has Nvidia Support finally arrived?
What has changed on the surface
A whole new iOS-like UI
Broken Kexts in Big Sur
What has changed under the hood
New Kernel cache system: KernelCollections!
New Kernel Requirements
Secure Boot Changes
No more symbols required
Broken Kexts in Big Sur
MSI Navi installer Bug Resolved
New AMD OS X Kernel Patches
Other notable Hackintosh issues
Several SMBIOS have been dropped
Extra long install process
X79 and X99 Boot issues
New RTC requirements
Legacy GPU Patches currently unavailable
What’s new in the Hackintosh scene?
Dortania: a new organization has appeared
Dortania's Build Repo
True legacy macOS Support!
Intel Wireless: More native than ever!
Clover's revival? A frankenstein of a bootloader
Death of x86 and the future of Hackintoshing
Getting ready for macOS 11, Big Sur
Has Nvidia Support finally arrived?
Sadly every year I have to answer the obligatory question, no there is no new Nvidia support. Currently Nvidia's Kepler line is the only natively supported gen. However macOS 11 makes some interesting changes to the boot process, specifically moving GPU drivers into stage 2 of booting. Why this is relevant is due to Apple's initial reason for killing off Web Drivers: Secure boot. What I mean is that secure boot cannot work with Nvidia's Web Drivers due to how early Nvidia's drivers have to initialize at, and thus Apple refused to sign the binaries. With Big Sur, there could be 3rd party GPUs however the chances are still super slim but slightly higher than with 10.14 and 10.15.
What has changed on the surface
A whole new iOS-like UI
Love it or hate it, we've got a new UI more reminiscent of iOS 14 with hints of skeuomorphism(A somewhat subtle call back to previous mac UIs which have neat details in the icons) You can check out Apple's site to get a better idea:
A feature initially baked into APFS back in 2017 with the release of macOS 10.13, High Sierra, now macOS's main System volume has become both read-only and snapshotted. What this means is:
3rd parties have a much more difficult time modifying the system volume, allowing for greater security
OS updates can now be installed while you're using the OS, similar to how iOS handles updates
Time Machine can now more easily perform backups, without file inconsistencies with HFS Plus while you were using the machines
However there are a few things to note with this new enforcement of snapshotting:
OS snapshots are not calculated as used space, instead being labeled as purgeable space
Disabling macOS snapshots for the root volume with break software updates, and can corrupt data if one is applied
What has changed under the hood
Quite a few things actually! Both in good and bad ways unfortunately.
New Kernel Cache system: KernelCollections!
So for the past 15 years, macOS has been using the Prelinked Kernel as a form of Kernel and Kext caching. And with macOS Big Sur's new Read-only, snapshot based system volume, a new version of caching has be developed: KernelCollections! How this differs to previous OSes:
Kexts can no longer be hot-loaded, instead requiring a reboot to load with kmutil
OS Snapshots are now verified on each boot to ensure no system volume modifications occurred
apfs.kext and AppleImage4.kext verify the integrity of these snapshots
While technically these security features are optional and can be disabled after installation, many features including OS updates will no longer work reliably once disabled. This is due to the heavy reliance of snapshots for OS updates, as mentioned above and so we highly encourage all users to ensure at minimum SecureBootModel is set to Default or higher.
Note: ApECID is not required for functionality, and can be skipped if so desired.
Note 2: OpenCore 0.6.3 or newer is required for Secure Boot in Big Sur.
No more symbols required
This point is the most important part, as this is what we use for kext injection in OpenCore. Currently Apple has left symbols in place seemingly for debugging purposes however this is a bit worrying as Apple could outright remove symbols in later versions of macOS. But for Big Sur's cycle, we'll be good on that end however we'll be keeping an eye on future releases of macOS.
New Kernel Requirements
With this update, the AvoidRuntimeDefrag Booter quirk in OpenCore broke. Because of this, the macOS kernel will fall flat when trying to boot. Reason for this is due to cpu_count_enabled_logical_processors requiring the MADT (APIC) table, and so OpenCore will now ensure this table is made accessible to the kernel. Users will however need a build of OpenCore 0.6.0 with commit bb12f5for newer to resolve this issue. Additionally, both Kernel Allocation requirements and Secure Boot have also broken with Big Sur due to the new caching system discussed above. Thankfully these have also been resolved in OpenCore 0.6.3. To check your OpenCore version, run the following in terminal: nvram 4D1FDA02-38C7-4A6A-9CC6-4BCCA8B30102:opencore-version If you're not up-to-date and running OpenCore 0.6.3+, see here on how to upgrade OpenCore: Updating OpenCore, Kexts and macOS
Broken Kexts in Big Sur
Unfortunately with the aforementioned KernelCollections, some kexts have unfortunately broken or have been hindered in some way. The main kexts that currently have issues are anything relying on Lilu's userspace patching functionality:
Big Sur dropped a few Ivy Bridge and Haswell based SMBIOS from macOS, so see below that yours wasn't dropped:
iMac14,3 and older
Note iMac14,4 is still supported
MacPro5,1 and older
MacMini6,x and older
MacBook7,1 and older
MacBookAir5,x and older
MacBookPro10,x and older
If your SMBIOS was supported in Catalina and isn't included above, you're good to go! We also have a more in-depth page here: Choosing the right SMBIOS For those wanting a simple translation for their Ivy and Haswell Machines:
iMac13,1 should transition over to using iMac14,4
iMac13,2 should transition over to using iMac15,1
iMac14,2 and iMac14,3 should transition over to using iMac15,1
Note: AMD CPUs users should transition over to MacPro7,1
iMac14,1 should transition over to iMac14,4
Currently only certain hardware has been officially dropped:
"Official" Consumer Ivy Bridge Support(U, H and S series)
These CPUs will still boot without much issue, but note that no Macs are supported with consumer Ivy Bridge in Big Sur.
Ivy Bridge-E CPUs are still supported thanks to being in MacPro6,1
Ivy Bridge iGPUs slated for removal
HD 4000 and HD 2500, however currently these drivers are still present in 11.0.1
Similar to Mojave and Nvidia's Tesla drivers, we expect Apple to forget about them and only remove them in the next major OS update next year
Due to the new snapshot-based OS, installation now takes some extra time with sealing. If you get stuck at Forcing CS_RUNTIME for entitlement, do not shutdown. This will corrupt your install and break the sealing process, so please be patient.
X79 and X99 Boot issues
With Big Sur, IOPCIFamily went through a decent rewriting causing many X79 and X99 boards to fail to boot as well as panic on IOPCIFamily. To resolve this issue, you'll need to disable the unused uncore bridge:
With macOS Big Sur, AppleRTC has become much more picky on making sure your OEM correctly mapped the RTC regions in your ACPI tables. This is mainly relevant on Intel's HEDT series boards, I documented how to patch said RTC regions in OpenCorePkg:
For those having boot issues on X99 and X299, this section is super important; you'll likely get stuck at PCI Configuration Begin. You can also find prebuilts here for those who do not wish to compile the file themselves:
For some reason, Apple removed the AppleIntelPchSeriesAHCI class from AppleAHCIPort.kext. Due to the outright removal of the class, trying to spoof to another ID (generally done by SATA-unsupported.kext) can fail for many and create instability for others. * A partial fix is to block Big Sur's AppleAHCIPort.kext and inject Catalina's version with any conflicting symbols being patched. You can find a sample kext here: Catalina's patched AppleAHCIPort.kext * This will work in both Catalina and Big Sur so you can remove SATA-unsupported if you want. However we recommend setting the MinKernel value to 20.0.0 to avoid any potential issues.
Legacy GPU Patches currently unavailable
Due to major changes in many frameworks around GPUs, those using ASentientBot's legacy GPU patches are currently out of luck. We either recommend users with these older GPUs stay on Catalina until further developments arise or buy an officially supported GPU
What’s new in the Hackintosh scene?
Dortania: a new organization has appeared
As many of you have probably noticed, a new organization focusing on documenting the hackintoshing process has appeared. Originally under my alias, Khronokernel, I started to transition my guides over to this new family as a way to concentrate the vast amount of information around Hackintoshes to both ease users and give a single trusted source for information. We work quite closely with the community and developers to ensure information's correct, up-to-date and of the best standards. While not perfect in every way, we hope to be the go-to resource for reliable Hackintosh information. And for the times our information is either outdated, missing context or generally needs improving, we have our bug tracker to allow the community to more easily bring attention to issues and speak directly with the authors:
Kexts here are built right after commit, and currently supports most of Acidanthera's kexts and some 3rd party devs as well. If you'd like to add support for more kexts, feel free to PR: Build Repo source
True legacy macOS Support!
As of OpenCore's latest versioning, 0.6.2, you can now boot every version of x86-based builds of OS X/macOS! A huge achievement on @Goldfish64's part, we now support every major version of kernel cache both 32 and 64-bit wise. This means machines like Yonah and newer should work great with OpenCore and you can even relive the old days of OS X like OS X 10.4! And Dortania guides have been updated accordingly to accommodate for builds of those eras, we hope you get as much enjoyment going back as we did working on this project!
Intel Wireless: More native than ever!
Another amazing step forward in the Hackintosh community, near-native Intel Wifi support! Thanks to the endless work on many contributors of the OpenIntelWireless project, we can now use Apple's built-in IO80211 framework to have near identical support to those of Broadcom wireless cards including features like network access in recovery and control center support. For more info on the developments, please see the itlwm project on GitHub: itlwm
Note, native support requires the AirportItlwm.kext and SecureBootModel enabled on OpenCore. Alternatively you can force IO80211Family.kext to ensure AirportItlwm works correctly.
Airdrop support currently is also not implemented, however is actively being worked on.
Clover's revival? A frankestien of a bootloader
As many in the community have seen, a new bootloader popped up back in April of 2019 called OpenCore. This bootloader was made by the same people behind projects such as Lilu, WhateverGreen, AppleALC and many other extremely important utilities for both the Mac and Hackintosh community. OpenCore's design had been properly thought out with security auditing and proper road mapping laid down, it was clear that this was to be the next stage of hackintoshing for the years we have left with x86. And now lets bring this back to the old crowd favorite, Clover. Clover has been having a rough time of recent both with the community and stability wise, with many devs jumping ship to OpenCore and Clover's stability breaking more and more with C++ rewrites, it was clear Clover was on its last legs. Interestingly enough, the community didn't want Clover to die, similarly to how Chameleon lived on through Enoch. And thus, we now have the Clover OpenCore integration project(Now merged into Master with r5123+). The goal is to combine OpenCore into Clover allowing the project to live a bit longer, as Clover's current state can no longer boot macOS Big Sur or older versions of OS X such as 10.6. As of writing, this project seems to be a bit confusing as there seems to be little reason to actually support Clover. Many of Clover's properties have feature-parity in OpenCore and trying to combine both C++ and C ruins many of the features and benefits either languages provide. The main feature OpenCore does not support is macOS-only ACPI injection, however the reasoning is covered here: Does OpenCore always inject SMBIOS and ACPI data into other OSes?
Death of x86 and the future of Hackintoshing
With macOS Big Sur, a big turning point is about to happen with Apple and their Macs. As we know it, Apple will be shifting to in-house designed Apple Silicon Macs(Really just ARM) and thus x86 machines will slowly be phased out of their lineup within 2 years. What does this mean for both x86 based Macs and Hackintoshing in general? Well we can expect about 5 years of proper OS support for the iMac20,x series which released earlier this year with an extra 2 years of security updates. After this, Apple will most likely stop shipping x86 builds of macOS and hackintoshing as we know it will have passed away. For those still in denial and hope something like ARM Hackintoshes will arrive, please consider the following:
We have yet to see a true iPhone "Hackintosh" and thus the likely hood of an ARM Hackintosh is unlikely as well
There have been successful attempts to get the iOS kernel running in virtual machines, however much work is still to be done
Apple's use of "Apple Silicon" hints that ARM is not actually what future Macs will be running, instead we'll see highly customized chips based off ARM
For example, Apple will be heavily relying on hardware features such as WX, kernel memory protection, Pointer Auth, etc for security and thus both macOS and Applications will be dependant on it. This means hackintoshing on bare-metal(without a VM) will become extremely difficult without copious amounts of work
Also keep in mind Apple Silicon will no longer be UEFI-based like Intel Macs currently are, meaning a huge amount of work would also be required on this end as well
So while we may be heart broken the journey is coming to a stop in the somewhat near future, hackintoshing will still be a time piece in Apple's history. So enjoy it now while we still can, and we here at Dortania will still continue supporting the community with our guides till the very end!
Getting ready for macOS 11, Big Sur
This will be your short run down if you skipped the above:
Lilu's userspace patcher is broken
Due to this many kexts will break:
WhateverGreen's DRM and -cdfon patches
Many Ivy Bridge and Haswell SMBIOS were dropped
See above for what SMBIOS to choose
Ivy Bridge iGPUs are to be dropped
Currently in 11.0.1, these drivers are still present
For the last 2, see here on how to update: Updating OpenCore, Kexts and macOS In regards to downloading Big Sur, currently gibMacOS in macOS or Apple's own software updater are the most reliable methods for grabbing the installer. Windows and Linux support is still unknown so please stand by as we continue to look into this situation, macrecovery.py may be more reliable if you require the recovery package. And as with every year, the first few weeks to months of a new OS release are painful in the community. We highly advise users to stay away from Big Sur for first time installers. The reason is that we cannot determine whether issues are Apple related or with your specific machine, so it's best to install and debug a machine on a known working OS before testing out the new and shiny. For more in-depth troubleshooting with Big Sur, see here: OpenCore and macOS 11: Big Sur
Recently on the csharp subreddit, the post C# 9.0 records: immutable classes linked to a surprisingly controversial article discussing how C# 9.0's records are, underneath it all, immutable classes. The comments are full of back-&-forth over whether one should use records for ease or structs for performance. The pro-struct argument revolved around the belief that performance should always be a developer's #1 priority, and anything less was the realm of the laggard. Here is a real-world example that shows with stark clarity why that kind of thinking is wrong. Consider the following scenario:
You're working on a game with dozens, maybe hundreds of people on the team; you don't know because when you were cross with facilities about them removing all the fluorescents, you got accused of being against the new energy saving initiative. Now you swim in a malevolent ocean of darkness that on some very late nights alone in the office, you swear is actively trying to consume you.
The team that preceded you inherited an engine that is older than OOP, when source repositories were stacks of 8-inch floppies, and it looked as if Jefferson Starship was going to take over the world. One year ago they bequeathed upon the company this nightmare of broken, undocumented GOTO spaghetti & anti-patterns. You're convinced this was their sadistic revenge for all getting fired post-acquisition.
Management denied your request to get headcount for an additional technical artist, but helpfully supplied you with an overly nervous intern. After several weeks working alongside them, you're beginning to suspect they're pursuing something other than a liberal arts degree.
Despite the many getting started guides you spent countless evenings writing, the endless brownbags nobody attended, and the daily dozen emails you forward to oppressively inquisitive artists comprised of a single passive-aggressive sentence suggesting they scroll down to the part that begins FW: FW: FW: FW: FW: FW: RE: WE BROKE TOOL NEED WORKAROUND ASAP ...
...yes, despite all of that, the engineering team still spent days tracking down why the game kept crashing with Error 107221: У вас ошибка after re-re-re-re-re-throwing an ex_exception when it couldn't (and should never even try to) load a 16K-textured floor mat.
Despite your many attempts to politely excuse yourself, one blissfully unaware artist exhausts 48 minutes of your lunch break explaining how the Pitchfork review for the latest "dope slab" of this TikTok-Instagram-naphouse artist you never heard of was just sooooo unfair.
And then in their hurry to finish up & catch the 2:30 PM bus home, they forget to toggle Compress To CXIFF (Custom Extended Interchange File Format), set the Compression slider 5/6ths of the way between -3 & -2, look to their left, look to their right, click Export As .MA 0.9.3alpha7, and make absolutely, positively, 100% SURE not to be working in prod. And THAT is how the game explodicated.
You know better than anyone the intermediate file format the main game loop passes to Game.dll, memory mapping it as a reverse top-middle Endian binary structure.
You know for 381 of the parameter fields what their 2-7 character names probably mean.
YOU know which 147 fields always have to be included, but with a null value, and that the field ah_xlut must ALWAYS be set to 0 unless it's Thursday, in which case that blackbox from hell requires its internal string equivalent: TRUE.
YOU know that the two tech artists & one rapidly aging intern that report to you would totally overhaul tooling so artists would never "happen" again, but there just aren't enough winters, springs, summers, falls, July 4ths, Christmas breaks, Presidents Days, and wedding anniversaries in a year to properly do so.
And so somehow you do. A blurry evening or two here. A 3:00 AM there. Sometimes just a solitary lunch hour.
Your dog no longer recognizes you.
You miss your wife calling to say she's finally cleaning out the hall closet and if you want to keep this box of old cards & something in plastic that says Underground Sea Beta 9.8 Grade, you better call her back immediately.
And your Aunt Midge, who doesn't understand how SMS works, bombards you one evening: your father is... no longer with us... they found him... 1 week ago... in an abandoned Piggly Wiggly... by an old culvert... split up... he was then... laid down to rest... sent to St. Peter's... and your father... he's in a better place now... don't worry... it's totally okay... we decided we will all go... up to the mountain
You call your sister in a panic and, after a tidal wave of confusion & soul-rending anxiety, learn it was just Hoboken Wireless sending the messages out of order. This causes you to rapidly cycle.
On your bipolar's upswing, you find yourself more productive than you've ever been. Your mind is aglow with whirling, transient nodes of thought careening through a cosmic vapor of invention. It's like your brain is on 200mg of pure grade Adderall.
Your fingers ablaze with records, clean inheritance, beautiful pattern matching, bountiful expression syntax, aircraft carriers of green text that generate the most outstanding CHM for an internal tool the world has ever seen. Readable. PERFECTLY SOLID.
After much effort, you gaze upon the completed GUI of your magnum opus with the kind of pride you imagine one would feel if they hadn't missed the birth of their son. Clean, customer-grade WPF; tooltips for every control; sanity checks left & right; support for plugins & light scripting. It's even integrated with source control!
THOSE GODDAMNED ARTISTS CAN'T FAIL. YOUR PIPELINE TOOL WON'T LET THEM.
All they have to do is drag content into the application window, select an options template or use the one your tool suggests after content analysis, change a few options, click Export, and wait for 3-5 minutes to generate Game.dll-compatible binary.
Your optimism shines through the commit summary, your test plan giddy & carefree. With great anticipation, you await code review.
A week goes by. Then two. Then three. Nothing. The repeated pinging of engineers, unanswered.
Two months in you've begun to lose hope. Three months, the pangs of defeat. Four months, you write a blog post about how fatalism isn't an emotion or outlook, but the TRANSCENDENCE of their sum. Two years pass by. You are become apathy, destroyer of wills.
December 23rd, 2022: the annual Winter Holidays 2-hour work event. The bar is open, the Kokanee & Schmidt's flowing (max: 2 drink tickets). The mood a year-high ambivalent; the social distancing: acceptable. They even have Pabst Blue Ribbon, a beer so good it won an award once.
Standing beside you are your direct reports, Dave "Macroman" Thorgletop and wide-eyed The Intern, the 3 of you forming a triumvirate of who gives a shit. Dave is droning on & on about a recent family trip to Myrtle Beach. You pick up something something "can you believe that's when my daughter Beth scooped up a dead jellyfish? Ain't that something? A dead jellyfish," and "they even had a Ron Jons!"
You barely hear him, lost as you are in thought: "I wishIhad 2 days of vacation." You stare down ruefully at your tallboy.
From the corner of your eye you spot Milbert, index finger pointed upward, face a look of pure excitement.
"Did I tell you about my OpenWinamp project? It's up on SourceForge", he says as he strides over. It's unsettling how fast this man is.
Dave snickers. The Intern keeps staring wide-eyed. You position yourself somewhat close to the studio's 3 young receptionists, hoping they serve as a kind of ritual circle of protection.
It works... kind of. Milbert is now standing uncomfortably close to The Intern, Dave nowhere to be seen.
From across the room you distinctly hear "Think about it, the 1st-person UI could be Lua-driven Electron."
The Intern clearly understands that words are being spoken to them, but does not comprehend their meaning.
You briefly feel sorry for the sacrificial lamb.
You slide across the wall, putting even more distance between you & boredom made man. That's when you spot him, arrogantly aloof in the corner: Glen Glengerry. Core engineering's most senior developer.
Working his way up from a 16-year old game tester making $4.35 an hour plus free Dr. Shasta, to pulling in a cool $120K just 27-years later, plus benefits & Topo Chicos. His coding style guides catechism, his Slack pronouncements ex cathedra; he might as well be CTO.
You feel lucky your team is embedded with the artists. You may have sat through their meetings wondering why the hell you should care about color theory, artistic consistency, & debates about whether HSL or CMYK was the superior color space (spoiler: it's HSL), you were independent and to them, a fucking code wizard, man.
And there he stands, this pseudo-legend, so close you could throw a stapler at him. Thinning grey-blonde tendrils hanging down from his CodeWarrior hat, white tee with This Guy VIMs on the back, tucked into light blue jeans. He's staring out into the lobby at everything and yet... nothing all at.
Maybe it's the 4.8% ABV. Maybe it's the years of crushing down anger into a singularity, waiting for it to undergo rapid fiery expansion, a Big Bang of righteous fury. Maybe it's those sandals with white socks. Maybe it's all three. But whatever it is, it's as if God himself compels you to march over & give him a piece of your mind, seniority be damned.
"Listen, you big dumb bastard..."
That... is maybe a little too aggressive. But Glen Glengerry barely reacts. Pulling a flask out of his back pocket, he doesn't look over as he passes it to you.
Ugh. Apple Pucker.
"I thought bringing in your own alcohol was against company policy", wiping sticky green sludge from your lips. He turns with a look of pure disdain & snorts.
"You think they're going to tell ME what I can & can't bring in?" He grabs the flask back, taking a big swig.
For what feels like an eternity, you both stand in silence. You swallow, speaking softly. "None of you even looked at my code. I worked very, very hard on that. My performance review for that year simply read 'recommend performance improvement plan." The words need no further context.
"I know", Glen² replies. "That was me."
Now you're not a weak man, and maybe in some other circumstance you would have punched him in the goddamn lip. But you feel nothing, just a hollowness inside. "Why?", you ask, wondering if the answer would even matter.
"Because you don't use Bulgarian notation. Because your method names aren't lower camel case. Because good code doesn't require comments. Because you use classes & records over more performant structs, pointlessly burdening the heapstack. BECAUSE. YOUR CODE. IS. SHIT."
You clinch your fists so tightly the knuckles whiten.
He looks away from you, taking another sip of green goo. "You're not a coder. You're an artist masquerading as one" he speaks, as if it were fact.
The only thing artistic about you is the ability to create user-friendly internal tooling using nothing but a UI framework, broken down garbage nobody wants to touch, & sheer willpower. If your son's life depended on you getting accepted into art instruction school, you couldn't even draw a turtle.
He doesn't pause. "I'll champion ruthless micro-optimization until the day I die. But buddy, I'm going to let you in on a little secret: you aren't here to improve workflow. You're here to LOOK like you're doing something NOBODY else can."
He goes on. "What do you think those artists are going to do when they have to stare at a progress bar for 4, 5 minutes? They're going to complain your tool is slow."
"Sure, it may take them 20, 30 minutes to do it the old way, there'll be an error, and either they'll stare at it for 30 minutes before adding that missing semi-colon or they'll come get you. And you'll fix it. And 1 week later, they won't remember how. And you'll stay employed. And every. Body. Wins."
A little bit of the pride, the caring, wells back up inside from somewhere long forgotten.
"You don't think we should care about rapid application development & KISS, quickly getting things out that help our team, instead devoting ourselves to shaving off ticks here & there? What do you think artists are going to do with those 4 minutes you talk about?
You don't stop. "I'll tell you what they'll do. They'll 9GAG for 20 minutes straight. They'll listen to podcasts about dialectical materialism vis-a-vis the neo-feudalism that is a natural extension of the modern world's capitalist prison. They'll Reddit."
His silence gives you the bravery to push the limits.
"Christ, man. Are you only in it for the $120K..."
He corrects you: "...$123K."
"...only in it for the $123K/year? The free snacks from the microkitchen? The adulation? Have you no sense of comraderie?? No desire to push us to something better?! No integrity?!!!"
His eyes sharply narrow, face creases in anger. You clearly have overstepped your bounds.
"You thinkIdon't have integrity? No sense of teamwork? I'm only in it for the cold cash? You think I don't care about you all?", he roars.
A light volley of small green flecks land on your face.
"Why do you think they made a 16-year old tester the lead developer of a 1993 Doom clone?! Because my code was clean & painless to work with?! Because I made coding look easy?! No! IT WAS BECAUSE I WAS A GOD TO THEM.
And from a God, a PANTHEON. We built monuments to over-engineering! We crafted that of 7 weeks onboarding, that of immortal bugs, demonic hosts spawned by legion from the very loins of a fix. It took 2 years before a developer could BEGIN to feel confident they knew what they were doing. And by that time, they were one of US!
You think the team we laid off November '19 was fired because they were bad at their jobs? NO! It was because they worked themselves out of one. They didn't leave us a broken pipeline. They left an internal Wiki, a wealth of tools & example projects, and a completely transparent code base.
We couldn't have THAT, now could we? No, we couldn't. So we got rid of it. ALL OF IT. Poof. Gone. Just like that. Before anyone even knew a THING."
He leans forward, so close his psoriasis almost touches yours. With an intensity that borders on frightening, he whispers "You think they left us Game.dll? I fucking *MADE** Game.dll."*
The words hit hard like a freight train.
And without another word, he turns & leaves. You're left there, alone, coworkers milling about, with only one thought.
Were one to get a hobby, should it be cocaine?
It's these kinds of situations that make me believe there are far more important considerations than a ruthless dedication to performance, even in the game industry as my real-world scenario so clearly demonstrates.
Gentlemen, Ladies and those otherwise addressed - we know you've been waiting for a good thing, and the survey results are finally ready! The answers were collected from you all during August 2020 with 1428 unique replies. That's a participation of 0.5% of all subscribers! That's really not too bad, when you keep in mind how popular these kind of surveys are. But we here at /peloton want to show you that this is all about presenting the information in the subreddit to cater better to our audience! Updated after a few hours to include some more historical data the final edit that for some reason wasn't copied properly
Without further ado, let's get cracking on the response
You and Cycling
1. Where do you live?
Largely the same picture as ever, with the US leading the way, the UK in second and then a sliding scale of Europeans countries. Slovenia continues to pick its way up the pile for obvious reasons! World Map to demonstrate
2. What's your age?
Pretty much the same as last year, with the usual reddit demographics of majority 20 somethings dominating.
3. What's your gender?
More normality here for reddit.
4. How much of the men's season do you watch/follow?
March '18 (%)
August '18 (%)
WT Stage races
WT One day races
Non WT Stage races
Non WT One day races
Literally everything I can consume
Whilst GT following may be down (somehow), all the lower level stuff is up, which makes sense considering how desperate we have been for any racing during the season shutdown.
5. Do you maintain an interest in women's professional road racing?
Do you maintain an interest in women's professional road racing?
Still very much a half/half interest in women's cycling on the subreddit.
6. How much of the women's season do you follow?
The following is true for the half of you that follows womens cycling.
Just the biggest televised events
Most of the live televised/delayed coverage stuff
All televised racing
Down to .Pro & beyond
7. How long have you been watching cycling?
Under a year
25 years +
Simplified the years a little this time, but whilst we have a fair number of newbies, most people have picked the sport up since around 2013/14.
8. Do you have like/dislike feelings about WT teams?
Once more, 14.4% of people really don't have feelings on the subject. Of those that do:
So, the most popular team this year is Jumbo-Visma, followed by Quick-Step & Bora-hansgrohe. Least popular are Ineos & UAE. As per usual, no one cares about NTT & CCC, with nearly 81% of users rating NTT as meh. Pretty damning stuff. Lastly, we have the usual historical comparison of how teams have fared over time, normalised to respondents to that question on the survey. Things to note then, firstly that the Astana redemption arc is over, seeing them back in the negative, maybe Fulgsangs spring issues helped aid that? The petrodollar teams of UAE & Bahrain are stubbornly negative too, with Israel keeping up the Katusha negative streak. Meanwhile, at the top end, EF & Jumbo go from strength to strength, whilst some others like Sunweb are sliding over time - their transfer policies no doubt helping that.
10. Do you ride a bike regularly?
No, I don't
Still a fairly small group of racers out of all of us
11. Out of the sports you practice, is cycling your favourite?
A new addition to the survey prompted by a good point last time, just over half of us rate cycling as the favourite sport we actually do.
12. What other sports do you follow?
Association Football / Soccer
Track & Field
Esports (yes, this includes DotA)
Motorsports (Not including F1)
Football always tops the charts, and Formula 1 continues to rank extremely highly among our userbase. Those who have a little following below 5% include Sailing, Fencing, Surfing, Boxing & Ultra-Running. Other cycling disciplines
13. Out of the sports you follow, is cycling your favourite sport?
Good. Makes sense if you hang out here.
14. How often do you participate in a /Peloton Race Thread whilst watching a race?
I always participate in Race Threads during races
I follow Race Threads during races
I often participate in Race Threads during races
I rarely/never participate in Race Threads during races
Slightly less invested than before, reverting back to an older trade.
15. How do you watch Races?
Free Local TV
Desperately scrabbling for Youtube highlights
Paid Streaming services
Year on year, paid streaming services go up - the increasing availability of live content legally continues to improve, and so do the numbers on the survey.
16. Where else do you follow races live (in addition to watching them)?
We can safely say that most of us were wrong about this one. That's not a lot of confidence in Richie Porte either, the man who was to finish on the third spot of the podium. Alexander Foliforov (0,23%) had just a tiny number of votes less, and that man wasn't even in the race.
24. What for you was the defining cycling moment of the previous decade?
We had a lot of brilliant suggestions, but these were the clear five favourites when we tabulated the results.
2018 Giro - Chris Froome Solo Attack
2016 TDF - Chris Froome Running up Ventoux
2019 TDF - Landslides, First Columbian Winner, Pinot's bitter abandon - This was one race for the ages
2016 Paris-Roubaix - Mostly known for Tom Boonen losing. Also, some guy called Mat won.
2019 AGR - MvdP with his incredible catch-up for the win.
Honorable mentions go to the Giro 2018, which had Tom Dumoulin winning, and of almost identical fascination to many of you - Tom Dumoulin going on someones porta-potty in the middle of the stage. Little bit of recency bias perhaps, but that's better than ignoring that this was for the last decade and firmly insisting Tom Boonens 2005 WC win was the biggest thing. Special shoutout to almost all the Danes present in /peloton who voted for Mads Pedersens WC win last year. It's an understandable reaction.
25. Any suggestions for the Survey?
Could you add a section on rider popularity, same as for the teams?
Ask how people became interested in cycling
Ask how people watch cycling (e.g. TV Channels/Streaming etc.)
If you could be an animal for one day, which one would it be?
Would you wear a facemask while watching a cycling race live?
Which race do you look forward to see the most every year?
Favourite riders of your own country?
How many bikes do you own?
We promise to feature one of these suggestions in the next survey Suggestions
Always have a “no” or “not interested” option
We will try to implement this. But it will also skew results. About the Survey
More questions about womens cycling would be nice.
Less questions about womens cycling
The subscribers are torn on Women's cycling, nearly a 50/50 split there as the survey showed - The moderators at /peloton are firmly in the "more cycling is better" basket, and we will continue to get as good coverage of womens cycling as possible.
Are you trying to give the moderators PTSD? Because this is how you give the moderators PTSD.
26. Any suggestions for the sub?
More stationary fitness bike related content
ALSJFLKAJSLDKJAØLSJKD:M:CSAM)=#/()=#=/")¤=/)! - Your moderator seems to be out of function. Please stand by while we find you a new moderator
The Weekly threads are great for these types of questions, where several people can contribute and build up once it is understood which information is relevant.
Allow limited doping talk in result threads.
Our experience is that "limited" will never be so, if we're going to moderate it fairly. Moderating is not a popularity contest, but believe it or not, we're actually trying to be as fair as possible. and for that, we need rules that are not subjective. Unless you have a stationary exercise bike.
Written original content is always great - recaps, old race reviews or interesting rider bios, etc.
More non-race threads
Try and do some AMAs with pro cyclists, coaches, trainers, etc
All of these are good suggestions, but remember that all of you can also contribute - The mods are sometimes stretched thin, specially in the middle of hectic race schedules. It's easier if one of you has a way to contact a rider or a person of interest and can facilitate the initial communication.
Standardize major event thread titles for better search.
We've worked on this! The Official Standard is now as follows: [Race Thread] 202x Race Name – Stage X (Class)
A wiki that explains how races work. Roles of diff riders/support staff. History of racing.
This sounds as a nice community project for the after-season, and hopefully many of you subscribers can contribute.
Tidy up the sidebar!
Come with suggestions on how to tidy it up!
Don't assume everyone reading is a man, "thanks, bro". But that goes for all of Reddit. I know you can't fix that.
We have chastised all the mods. They are now perfectly trained in gender-neutral pronouns. Be well, fellow being.
Have a buy you a beer link for the mods for all the work you do.
If we can implement this for hard liquor, you know we will.
Remove the spoiler rule during grand tours. It kills the hype.
The spoiler rule is one that is discussed frequently - in general - some users absolutely hate it, but a majority love it. Perhaps we'll include a question in the next survey to see how this divide is exactly.
Lose the spoiler tag when it is for serious things; Lambrecht death, Jakobsen fall.
We actually do - whenever there is a matter of life or death, we think public information is more important than a spoiler rule. But at the same time, we try to collect all the different posts into one main thread, so to keep things focused and letting very speculative posts meet with hard evidence from other sources.
Less downvoting of opinions that differ from the fashionable consensus.
This is a tough ask of the internet. While we can agree that voting should be done accordingly to what insights they bring, not subjective opinions, it is very hard to turn that type of thinking around. We can ask of you, our subscribers, that you please think twice about hitting that downvote button, and only do so because of you think a post is factually incorrect, not because it differs with your own subjective opinion. That's the primary analysis of the survey! Feel free to contribute with how you experience things here!
Why the Genie Warlock's "Bottled Respite" is overwhelmingly powerful
Despite being limited to a single use per long rest ( Which can be as short as 4 hours with High Elf Trance ), if it is preserved according to the UA description, it stands to be one of, if not the most busted features in 5E history. For just a one-level dip into Warlock, and a free action, it has the potential functionality of several high level spells combined, with the value of dipping into the class just for it being fairly high. First, lets overview all the benefits granted by the ability in its own right, then go over all of the ways to combine it with other abilities as well:
A mobile semi-Demiplane - Starting with the obvious, the storage space. It is kind of an hybrid, in regard to storage rather than safety, betwen an 8th level spell that can probably be used only once a day anyway and the very rare magical item bag of holding. You do have to get inside to store objects there, true, but there are many ways of carrying even big items on your person, minitaurizing them, disassembling, etc that I won't get into, that essentially allows you to perform feats previously unheard of even at high levels.
Portable alchemy labs, equipment, instantly deployable ( assembled within the vessel ) siege weapons, structures. By lowering your vessels HP to the breaking point willingly, you can destroy it above a group of enemies heads/something else to unleash virtually anything imaginable that you could fill a 20-foot cylinder with over time - Acid, water, boulders, dangerous items, dangerous creatures ( at higher levels ), traps, heavy cages, quicksand, the list is infinite. And if you have the time, you can scoop it back in the new vessel after an hour.
Poor Man's Magnificent Mansion - Needless to say, it is safe to assume that a tiny object hidden underneath the ground or camouflouged somewhere might be a lot safer and covert than your usual arrangement, not to mention rendering you immune to most divination by virtue of your extradimensional location. Fun Fact - At level 1, with 4 hours of lodging time, it is sufficient to complete a High Elf's Trance and recharge itself on the spot.
Enhanced Durability - If you choose to carry the vessel on your person, while it might be fragile initially due to low AC and HP, nothing says you can't encase it with a superior steel or Adamantine shell to make it even more difficult to crack, a point which may prove handy for the next chapter.
Eavesdropping - You can hear everything around your vessel while in the shape of an innocous tiny object of your choosing, imprevious to divination, and you can even cast Nystul's Magic Aura on your vessel. Enough said.
------------------‐------------------ Now for the fun part, which is all that can be done with a little bit of magical help, though it can only be a partial list since the possibilities are endless. Let's dive in.
Airforce 1 - Bottled Respite + Find Familiar = 1st level travel via flight. Many attempts to harness familiars for personal flight have been attenpted before, but none as cheaply and lengthily as this. Many pitfalls and intricacies are involved with this method, but at the outset, you can command a flying familiar to fly somewhere it can see/knows how to reach or in a given direction for a certain amount of time while you are chilling comfortably in your vessel and set you down before it ends. Keep in mind, since both the familiar and vessel are tiny, you could infiltrate all sorts of inaccessible spaces. Furthermore, should your familiar perish and the vessel dropped, you won't be shunted out until it hits something and breaks, with the prior momentum being irrelevant.
This is pretty amazing in itself, but you can't exercise control over your familiar for the duration from the extradimensional space. There are various ways to mitigate that flaw, which I'll discuss briefly: You can actually make clever use of Prestidigitation to allocate 3 Yes/No indications, or 3 'Condition alerts' with other meanings to your familiar per trip. Say you have an Owl, you can instruct it to hoot in a specific fashion/number if something happens ( Enemies in the air, a storm cloud, missing the destination, etc ), then set up 3 Prest marks/symbols on the vessel lasting for 1 hour which can be dismissed with an action from anywhere. Turning off a symbol, or any of the 3, can be taken as a binary command of some sort, like aborting trip or retreating.
Depending on DM interpretation, Shape Water might work even better. Attaching a water vial to your vessel and choosing it prior to departure, assuming you don't need to perpetually see it in order to animate it into shapes ( Its not even concentration btw ), you might be able to change the water inside into arrows/signs for your familiar depending on auditory input. Either way, sadly both prest and this are 1 hour only.
More advanced steering options include a Chainlock familar, which is intelligent enough to formulate a detailed route and deviations, spells such as Animal Messenger, Beast Sense, Magic Mouth piloting systems, Sending, and finally bypassing telepathic restrictions entirely with high level spells like Telepathy.
If you level up as a Warlock, eventually your whole party will be able to take rests while cruising inside your vessel. You can even turn the fucking thing into the most lightweight spaceship ever if you can propel it ( and there are simple ways ). Resting inside, you will survive the single turn it takes for you to get back in once ejected.
Invisibility - Casting Invisibility on the familiar carrying your vessel or Sequester allows for even more spying and infiltration prowess
Glyph Buffet - Casting Glyphs of Warding inside the space with beneficial effects on them can be triggered immediately upon your entry, using the bonus action to emerge completely healled and buffed back into battle. High-level Genielocks can of course apply it to a full party or even store summoning spells and bring out any number of creatures with them.
Divide by Zero - This application of Bottled Respite with Drawmij's Instant Summons ( Which also targets magical objects ) may result in trapping yourself inside the vessel indefinitely, opening a gate to the Astral Plane, destroying the multiverse, or all three. You cast the spell on the vessel, keeping the sapphire with you, proceed to enter the extradimensional interior of the vessel, then speak its name and crush the sapphire in order to make the vessel, regardless of planar distance, appear in your hand...while still inside the vessel's extradimensional interior.
What happens following this inception is anybody's guess, though if we ignore the semantic shitshow of what the vessel's interior being extradimensional means, and treat it like a Demiplane - I.E the 3D object and its volume existing independently of the much larger dimension in teleports you into, then when the time is up, you will simply remain in that dimension indefinitely, as the physical lamp is now inside the extradimensional pocket itself and that will be the nearest unoccupied space to shunt you toward.
The Mayday Rescue - A more stable application of Instant Summons, you can instead entrust the sapphire to a Simulacrum, Familiar, Summoned being or ally. Even if you find yourself without high level magic, or enemies that would counter it, you can try sending a message ( or use some premeditated time/Chainmaster familiar telepathy/etc ) for your ally to safely evacuate you, or your party, via summoning the vessel right after you use your action to enter it.
That is all I can think of for now, and remember what we're talking about - A level 1 Warlock action per long rest. It has unbelievable value.
No gods, no kings, only NOPE - or divining the future with options flows. [Part 3: Hedge Winding, Unwinding, and the NOPE]
Hello friends! We're on the last post of this series ("A Gentle Introduction to NOPE"), where we get to use all the Big Boy Concepts (TM) we've discussed in the prior posts and put them all together. Some words before we begin:
This post will be massively theoretical, in the sense that my own speculation and inferences will be largely peppered throughout the post. Are those speculations right? I think so, or I wouldn't be posting it, but they could also be incorrect.
I will briefly touch on using the NOPE this slide, but I will make a secondary post with much more interesting data and trends I've observed. This is primarily for explaining what NOPE is and why it potentially works, and what it potentially measures.
My advice before reading this is to glance at my prior posts, and either read those fully or at least make sure you understand the tl;drs: https://www.reddit.com/thecorporation/collection/27dc72ad-4e78-44cd-a788-811cd666e32a Depending on popular demand, I will also make a last-last post called FAQ, where I'll tabulate interesting questions you guys ask me in the comments! --- So a brief recap before we begin. Market Maker ("Mr. MM"): An individual or firm who makes money off the exchange fees and bid-ask spread for an asset, while usually trying to stay neutral about the direction the asset moves. Delta-gamma hedging: The process Mr. MM uses to stay neutral when selling you shitty OTM options, by buying/selling shares (usually) of the underlying as the price moves. Law of Surprise [Lily-ism]: Effectively, the expected profit of an options trade is zero for both the seller and the buyer. Random Walk: A special case of a deeper probability probability called a martingale, which basically models stocks or similar phenomena randomly moving every step they take (for stocks, roughly every millisecond). This is one of the most popular views of how stock prices move, especially on short timescales. Future Expected Payoff Function [Lily-ism]: This is some hidden function that every market participant has about an asset, which more or less models all the possible future probabilities/values of the assets to arrive at a "fair market price". This is a more generalized case of a pricing model like Black-Scholes, or DCF. Counter-party: The opposite side of your trade (if you sell an option, they buy it; if you buy an option, they sell it). Price decoherence ]Lily-ism]: A more generalized notion of IV Crush, price decoherence happens when instead of the FEPF changing gradually over time (price formation), the FEPF rapidly changes, due usually to new information being added to the system (e.g. Vermin Supreme winning the 2020 election). --- One of the most popular gambling events for option traders to play is earnings announcements, and I do owe the concept of NOPE to hypothesizing specifically about the behavior of stock prices at earnings. Much like a black hole in quantum mechanics, most conventional theories about how price should work rapidly break down briefly before, during, and after ER, and generally experienced traders tend to shy away from playing earnings, given their similar unpredictability. Before we start: what is NOPE? NOPE is a funny backronym from Net Options Pricing Effect, which in its most basic sense, measures the impact option delta has on the underlying price, as compared to share price. When I first started investigating NOPE, I called it OPE (options pricing effect), but NOPE sounds funnier. The formula for it is dead simple, but I also have no idea how to do LaTeX on reddit, so this is the best I have: https://preview.redd.it/ais37icfkwt51.png?width=826&format=png&auto=webp&s=3feb6960f15a336fa678e945d93b399a8e59bb49 Since I've already encountered this, put delta in this case is the absolute value (50 delta) to represent a put. If you represent put delta as a negative (the conventional way), do not subtract it; add it. To keep this simple for the non-mathematically minded: the NOPE today is equal to the weighted sum (weighted by volume) of the delta of every call minus the delta of every put for all options chains extending from today to infinity. Finally, we then divide that number by the # of shares traded today in the market session (ignoring pre-market and post-market, since options cannot trade during those times). Effectively, NOPE is a rough and dirty way to approximate the impact of delta-gamma hedging as a function of share volume, with us hand-waving the following factors:
To keep calculations simple, we assume that all counter-parties are hedged. This is obviously not true, especially for idiots who believe theta ganging is safe, but holds largely true especially for highly liquid tickers, or tickers will designated market makers (e.g. any ticker in the NASDAQ, for instance).
We assume that all hedging takes place via shares. For SPY and other products tracking the S&P, for instance, market makers can actually hedge via futures or other options. This has the benefit for large positions of not moving the underlying price, but still makes up a fairly small amount of hedges compared to shares.
Winding and Unwinding
I briefly touched on this in a past post, but two properties of NOPE seem to apply well to EER-like behavior (aka any binary catalyst event):
NOPE measures sentiment - In general, the options market is seen as better informed than share traders (e.g. insiders trade via options, because of leverage + easier to mask positions). Therefore, a heavy call/put skew is usually seen as a bullish sign, while the reverse is also true.
NOPE measures system stability
I'm not going to one-sentence explain #2, because why say in one sentence what I can write 1000 words on. In short, NOPE intends to measure sensitivity of the system (the ticker) to disruption. This makes sense, when you view it in the context of delta-gamma hedging. When we assume all counter-parties are hedged, this means an absolutely massive amount of shares get sold/purchased when the underlying price moves. This is because of the following: a) Assume I, Mr. MM sell 1000 call options for NKLA 25C 10/23 and 300 put options for NKLA 15p 10/23. I'm just going to make up deltas because it's too much effort to calculate them - 30 delta call, 20 delta put. This implies Mr. MM needs the following to delta hedge: (1000 call options * 30 shares to buy for each) [to balance out writing calls) - (300 put options * 20 shares to sell for each) = 24,000net shares Mr. MM needs to acquire to balance out his deltas/be fully neutral. b) This works well when NKLA is at $20. But what about when it hits $19 (because it only can go down, just like their trucks). Thanks to gamma, now we have to recompute the deltas, because they've changed for both the calls (they went down) and for the puts (they went up). Let's say to keep it simple that now my calls are 20 delta, and my puts are 30 delta. From the 24,000 net shares, Mr. MM has to now have: (1000 call options * 20 shares to have for each) - (300 put options * 30 shares to sell for each) = 11,000 shares. Therefore, with a $1 shift in price, now to hedge and be indifferent to direction, Mr. MM has to go from 24,000 shares to 11,000 shares, meaning he has to sell 13,000 shares ASAP, or take on increased risk. Now, you might be saying, "13,000 shares seems small. How would this disrupt the system?" (This process, by the way, is called hedge unwinding) It won't, in this example. But across thousands of MMs and millions of contracts, this can - especially in highly optioned tickers - make up a substantial fraction of the net flow of shares per day. And as we know from our desk example, the buying or selling of shares directly changes the price of the stock itself. This, by the way, is why the NOPE formula takes the shape it does. Some astute readers might notice it looks similar to GEX, which is not a coincidence. GEX however replaces daily volume with open interest, and measures gamma over delta, which I did not find good statistical evidence to support, especially for earnings. So, with our example above, why does NOPE measure system stability? We can assume for argument's sake that if someone buys a share of NKLA, they're fine with moderate price swings (+- $20 since it's NKLA, obviously), and in it for the long/medium haul. And in most cases this is fine - we can own stock and not worry about minor swings in price. But market makers can't* (they can, but it exposes them to risk), because of how delta works. In fact, for most institutional market makers, they have clearly defined delta limits by end of day, and even small price changes require them to rebalance their hedges. This over the whole market adds up to a lot shares moving, just to balance out your stupid Robinhood YOLOs. While there are some tricks (dark pools, block trades) to not impact the price of the underlying, the reality is that the more options contracts there are on a ticker, the more outsized influence it will have on the ticker's price. This can technically be exactly balanced, if option put delta is equal to option call delta, but never actually ends up being the case. And unlike shares traded, the shares representing the options are more unstable, meaning they will be sold/bought in response to small price shifts. And will end up magnifying those price shifts, accordingly.
NOPE and Earnings
So we have a new shiny indicator, NOPE. What does it actually mean and do? There's much literature going back to the 1980s that options markets do have some level of predictiveness towards earnings, which makes sense intuitively. Unlike shares markets, where you can continue to hold your share even if it dips 5%, in options you get access to expanded opportunity to make riches... and losses. An options trader betting on earnings is making a risky and therefore informed bet that he or she knows the outcome, versus a share trader who might be comfortable bagholding in the worst case scenario. As I've mentioned largely in comments on my prior posts, earnings is a special case because, unlike popular misconceptions, stocks do not go up and down solely due to analyst expectations being meet, beat, or missed. In fact, stock prices move according to the consensus market expectation, which is a function of all the participants' FEPF on that ticker. This is why the price moves so dramatically - even if a stock beats, it might not beat enough to justify the high price tag (FSLY); even if a stock misses, it might have spectacular guidance or maybe the market just was assuming it would go bankrupt instead. To look at the impact of NOPE and why it may play a role in post-earnings-announcement immediate price moves, let's review the following cases:
Stock Meets/Exceeds Market Expectations (aka price goes up) - In the general case, we would anticipate post-ER market participants value the stock at a higher price, pushing it up rapidly. If there's a high absolute value of NOPE on said ticker, this should end up magnifying the positive move since:
a) If NOPE is high negative - This means a ton of put buying, which means a lot of those puts are now worthless (due to price decoherence). This means that to stay delta neutral, market makers need to close out their sold/shorted shares, buying them, and pushing the stock price up. b) If NOPE is high positive - This means a ton of call buying, which means a lot of puts are now worthless (see a) but also a lot of calls are now worth more. This means that to stay delta neutral, market makers need to close out their sold/shorted shares AND also buy more shares to cover their calls, pushing the stock price up. 2) Stock Meets/Misses Market Expectations (aka price goes down)- Inversely to what I mentioned above, this should push to the stock price down, fairly immediately. If there's a high absolute value of NOPE on said ticker, this should end up magnifying the negative move since: a) If NOPE is high negative - This means a ton of put buying, which means a lot of those puts are now worth more, and a lot of calls are now worth less/worth less (due to price decoherence). This means that to stay delta neutral, market makers need to sell/short more shares, pushing the stock price down. b) If NOPE is high positive - This means a ton of call buying, which means a lot of calls are now worthless (see a) but also a lot of puts are now worth more. This means that to stay delta neutral, market makers need to sell even more shares to keep their calls and puts neutral, pushing the stock price down. --- Based on the above two cases, it should be a bit more clear why NOPE is a measure of sensitivity to system perturbation. While we previously discussed it in the context of magnifying directional move, the truth is it also provides a directional bias to our "random" walk. This is because given a price move in the direction predicted by NOPE, we expect it to be magnified, especially in situations of price decoherence. If a stock price goes up right after an ER report drops, even based on one participant deciding to value the stock higher, this provides a runaway reaction which boosts the stock price (due to hedging factors as well as other participants' behavior) and inures it to drops.
NOPE and NOPE_MAD
I'm going to gloss over this section because this is more statistical methods than anything interesting. In general, if you have enough data, I recommend using NOPE_MAD over NOPE. While NOPE in theory represents a "real" quantity (net option delta over net share delta), NOPE_MAD (the median absolute deviation of NOPE) does not. NOPE_MAD simply answecompare the following:
How exceptional is today's NOPE versus historic baseline (30 days prior)?
How do I compare two tickers' NOPEs effectively (since some tickers, like TSLA, have a baseline positive NOPE, because Elon memes)? In the initial stages, we used just a straight numerical threshold (let's say NOPE >= 20), but that quickly broke down. NOPE_MAD aims to detect anomalies, because anomalies in general give you tendies.
I might add the formula later in Mathenese, but simply put, to find NOPE_MAD you do the following:
Calculate today's NOPE score (this can be done end of day or intraday, with the true value being EOD of course)
Calculate the end of day NOPE scores on the ticker for the previous 30 trading days
Compute the median of the previous 30 trading days' NOPEs
Find today's deviation as compared to the MAD calculated by: [(today's NOPE) - (median NOPE of last 30 days)] / (median absolute deviation of last 30 days)
This is usually reported as sigma (σ), and has a few interesting properties:
The mean of NOPE_MAD for any ticker is almost exactly 0.
[Lily's Speculation's Speculation] NOPE_MAD acts like a spring, and has a tendency to reverse direction as a function of its magnitude. No proof on this yet, but exploring it!
Using the NOPE to predict ER
So the last section was a lot of words and theory, and a lot of what I'm mentioning here is empirically derived (aka I've tested it out, versus just blabbered). In general, the following holds true:
3 sigma NOPE_MAD tends to be "the threshold": For very low NOPE_MAD magnitudes (+- 1 sigma), it's effectively just noise, and directionality prediction is low, if not non-existent. It's not exactly like 3 sigma is a play and 2.9 sigma is not a play; NOPE_MAD accuracy increases as NOPE_MAD magnitude (either positive or negative) increases.
NOPE_MAD is only useful on highly optioned tickers: In general, I introduce another parameter for sifting through "candidate" ERs to play: option volume * 100/share volume. When this ends up over let's say 0.4, NOPE_MAD provides a fairly good window into predicting earnings behavior.
NOPE_MAD only predicts during the after-market/pre-market session: I also have no idea if this is true, but my hunch is that next day behavior is mostly random and driven by market movement versus earnings behavior. NOPE_MAD for now only predicts direction of price movements right between the release of the ER report (AH or PM) and the ending of that market session. This is why in general I recommend playing shares, not options for ER (since you can sell during the AH/PM).
NOPE_MAD only predicts direction of price movement: This isn't exactly true, but it's all I feel comfortable stating given the data I have. On observation of ~2700 data points of ER-ticker events since Mar 2019 (SPY 500), I only so far feel comfortable predicting whether stock price goes up (>0 percent difference) or down (<0 price difference). This is +1 for why I usually play with shares.
Some statistics: #0) As a baseline/null hypothesis, after ER on the SPY500 since Mar 2019, 50-51% price movements in the AH/PM are positive (>0) and ~46-47% are negative (<0). #1) For NOPE_MAD >= +3 sigma, roughly 68% of price movements are positive after earnings. #2) For NOPE_MAD <= -3 sigma, roughly 29% of price movements are positive after earnings. #3) When using a logistic model of only data including NOPE_MAD >= +3 sigma or NOPE_MAD <= -3 sigma, and option/share vol >= 0.4 (around 25% of all ERs observed), I was able to achieve 78% predictive accuracy on direction.
Like all models, NOPE is wrong, but perhaps useful. It's also fairly new (I started working on it around early August 2020), and in fact, my initial hypothesis was exactly incorrect (I thought the opposite would happen, actually). Similarly, as commenters have pointed out, the timeline of data I'm using is fairly compressed (since Mar 2019), and trends and models do change. In fact, I've noticed significantly lower accuracy since the coronavirus recession (when I measured it in early September), but I attribute this mostly to a smaller date range, more market volatility, and honestly, dumber option traders (~65% accuracy versus nearly 80%). My advice so far if you do play ER with the NOPE method is to use it as following:
Buy/short shares approximately right when the market closes before ER. Ideally even buying it right before the earnings report drops in the AH session is not a bad idea if you can.
Sell/buy to close said shares at the first sign of major weakness (e.g. if the NOPE predicted outcome is incorrect).
Sell/buy to close shares even if it is correct ideally before conference call, or by the end of the after-market/pre-market session.
Only play tickers with high NOPE as well as high option/share vol.
--- In my next post, which may be in a few days, I'll talk about potential use cases for SPY and intraday trends, but I wanted to make sure this wasn't like 7000 words by itself. Cheers. - Lily
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