Jetski_

CS2 teams scout by K/D and HLTV rating. Neither metric knows what role you play. We built JumpShot to measure structural contribution instead. jumpshotcs.org/stories/role-b…

@CS2dAVE Awesome! Please check your DM's

been working on a cs2 site with some tools i built - figured i'd share it! cs2dave.com it has a demo viewer where you can scrub through pro matches, and an AI match predictor still early but check it out and lmk what you think i'd rly appreciate it 🙏

> Be Jame > Refuse to change style > Build team around it > Recruit aggressively > Lowest pistol win rate of top teams (37%) > need economy boys > Win 14% of full-eco's (Elite) > ok, but deny their eco's boys > Win 93% of anti-eco's > Win 72% post-plants > Need entries > ok fine, I'll do it (T 62%, CT 65%) > Make finals > Profit

@Magestia_dev @Ozzny_CS2 Ropz joined faze with Karrigan and they won a major and the grand slam. Him leaving faze to join vitality has dropped faze out of the top 10 and made vitality quite possibly the greatest team of all time. On donk, yes, but he has the potential to be there in a few years

@TimoThornton1 @Ozzny_CS2 Donk is insane but idk if we can call him a goat now. I mean for he is a simple like, win some tournament, hard carry his team but not in the best for win all tournament. Ropz is scaryng but he didn't do that much in faze for a long time.

What's the UNDISPUTED Mount Rushmore of Counter Strike?

The JameTime Paradox (?) Cluj-Napoca was an eye opener Jame now sits at #7 in our global rankings, above other elite AWPers like Molodoy and torzsi. His four teammates occupy positions #100 through #132. No other player in the global top 10 has a supporting cast placed this far back. On paper, this looks like structural fragility. PARIVISION are, obviously, not trying to be stars. They are maintaining the conditions that keep jame armed. Tight economic discipline, utility execution, and map picks engineered around CT-side frameworks are their contribution to the system. When that system works, jame has a full AWP in a full-buy round against opponents who cannot afford the same. At that point, our model shows what happens: 93.2% of anti-eco rounds converted, and 71.7% of post-plant situations won. These are match-deciding numbers. The CT/T asymmetry confirms the structure. PARIVISION win 51.4% of CT rounds against 44.4% on T-side. Their map picks reflect this consistently: Inferno, Dust2, Anubis, and Train all appear as CT-favoured selections in the data. This is not accidental. Their map pool is built to maximise the number of rounds played from CT, where a correctly positioned Jame is at its most dangerous. The failure point is also visible. PARIVISION win just 37.2% of pistol rounds, the lowest rate in our dataset. Pistols compress the economy back toward zero, bypassing the full-buy framework entirely. When they lose a pistol, they enter a cascading economic state where jame's AWP cannot be funded. The eco round data is the tell: despite winning 14.3% of eco rounds (highest in the dataset), even that reflects careful resource management under adverse conditions rather than aggressive firepower. This is how PARIVISION reaches finals. Not by fielding five individually dominant players, but by compressing matches into the scenarios where their system is optimised. The question opponents face is not whether they can beat jame individually. It is whether they can force enough non-standard economic states to break the structure before it closes the map out. When they cannot, PARIVISION win. The data says they do that more often than the individual rankings would suggest possible.

@PimpWinneche Far more depth than Astralis had. Cannot be underestimated how good the structure of this team is, on par with prime Astralis. Plus ZywOo is consistently indomitable.

Vitality is the greatest Counter Strike team in history of the game. I’ve been on the fence to say it with certainty, cause I’ve been weighing up my arguments for/against. Their only contestant was the golden Astralis roster. With IEM Krakow and PGL Cluj to their tally, it’s finally settled for me. We don’t know when it ends, we don’t know how it ends. What I do know is that we are witnessing history as it plays out.

@blinkdotnew Blink

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@antmillionsbot 👀👀

@ashhhcs @tvoy_molodoy @ashhhcs - I've been building an CS analytics model for the last year, would love your opinion if you've got some time, DM me.

@tomeromrix @base44 Yes please

@base44 Make sure your DM is open / follow me so i can reach you after commenting

I work at @base44 , so I see many prompts every day. Most of them are okay. Some are good. But about 1% are genius. I spent the last week analyzing that top 1%. The results were honestly shocking. 🤯 Most users prompt like they are talking to a human: "Make a cool, modern website for a tech company." (Results: Generic, boring, hallucinations). If you want to learn how to prompt and vibe code like a pro Drop a comment below, and I'll send the guide to your inbox. 📥

@pastalj @JustMani @Springboks pool E kinda

@JustMani @Springboks Eish no group of death😭😭

@learn2vibe @voicenotesai "Senior vibe coder"

Senior Vibe coder Muhammad did what? He cloned @voicenotesai app that does millions of dollars per year in less than 10 minutes. Then sent it to the App Store.

@pimpwinneche Ancient Cache Anubis Nuke Train Cobblestone Overpass Needs a shakeup.

What’s your DREAM map-pool for 2026? You can choose 7 maps freely as you’d like, you hold the power? Mine? Mirage Nuke Overpass Train Anubis X X Open for ideas 💡

@Tchaka_Cosplay @Carl_LewisZA Yeah exactly !

@TimoThornton1 @Carl_LewisZA You argument is valid but actually proves Rassie point. The second game against NZ who would have thought Mannie would be such a force and Young Hooker. at the end of the day. Rassie a former Springbok know better way better. and we just need to Trust the process

Imagine how this guy is feeling 😭 Refer to my previous tweet - South Africans aren’t use to flyhalves like Sacha and Manie.

@AdelbertJHB @Carl_LewisZA If you dont think that Willemse and Fassi can do now what Willie could do previously then I dont know what to tell you

@TimoThornton1 @Carl_LewisZA Pollard needs Willie and Willie is done.

@anythingai haha this video absolutely captures the pain points

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@orchidsapp Keen to check this out !

Cheslin Kolbe is the best rugby player in the world right now.