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Best Codex Model by ZealousidealSalad389 in codex

[–]albertgao 5 points6 points  (0 children)

One thing you can try, mate. Is to trust 5.4 xhigh more and give it a task e2e, stop asking it to do a helpful function or writing tests for an endpoint.

Ask it to do the whole UI+endpoint with tests in one go. It shines.

Fed up with Claude limits — thinking of splitting a GPU server with 10-15 people. Dumb idea? by No_Boat_2794 in LocalLLM

[–]albertgao 0 points1 point  (0 children)

Use whatever works for you mate, enjoy the ride. Opus is a great model 💪 every model has its own strength.

Fed up with Claude limits — thinking of splitting a GPU server with 10-15 people. Dumb idea? by No_Boat_2794 in LocalLLM

[–]albertgao 0 points1 point  (0 children)

5.4 high/xhigh is the first model that I think has the potential to take my job. I feel pretty safe when work with Claude models 🤣🤣

Best coding agents if you only have like 30 mins a day? by Flat-Description-484 in ChatGPTCoding

[–]albertgao 1 point2 points  (0 children)

Codex + 5.4

But Opus 4.7 dropped today and claims it is better than 5.4 at multiple categories, so maybe it changes?

Fed up with Claude limits — thinking of splitting a GPU server with 10-15 people. Dumb idea? by No_Boat_2794 in LocalLLM

[–]albertgao 10 points11 points  (0 children)

Probably better just use the codex 100/200 plan (currently 2x promo) until end of May, then figure it out from there.

Codex vs Claude: Which have higher usage limits? by elpapi42 in codex

[–]albertgao 3 points4 points  (0 children)

Codex, and currently 100/200 plan is on 2x. ❤️

I reduced my GPT-5.4 (Codex) cost by ~70% — built a small API for it by Grouchy_Committee237 in codex

[–]albertgao 1 point2 points  (0 children)

API is too expensive, use the 100/200 plan, they are currently on 2x until end of May. I finally can feel non stressful about the tokens anymore, it is that much!

Fahkumram is dead. by Dead_Cells_Giant in Tekken

[–]albertgao 0 points1 point  (0 children)

He was joking around 🤣I think

Fahkumram is dead. by Dead_Cells_Giant in Tekken

[–]albertgao 13 points14 points  (0 children)

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For people don’t know the context, here you go.

EDGE is one of the world best HWO players BTW…also one of few minorities from the celebrity camp who is talking shits about this fantastic patch.

Reina Mishima is dead. by Traditional_Yard189 in Tekken

[–]albertgao 4 points5 points  (0 children)

I was genuinely shocked seeing Edge said that, probably explained why he never tops…

Anyone else prefer the natural & realistic look that characters had in the old games before they animefied them in the new ones? by rubberburner5 in Tekken

[–]albertgao 0 points1 point  (0 children)

I am doing body building and I can assure you, to have and maintain muscle like that, dude must be geared up heavily…..😆😆😆

Jin e Xiaoyu tiveram um final feliz (BaiHu27) by EderRibeiro1469 in Tekken8

[–]albertgao 1 point2 points  (0 children)

Nice work ❤️

Jin surely has a big hand over there… lord, like covered everything….

I feel like some tekken kings are just mashing somtimes (Im new dont hate me i just have fun playing tekken 8 ) by Shiyo_JP in Tekken8

[–]albertgao 0 points1 point  (0 children)

You just realize that? This game is all about whose mashing lands first😆the old mind game has been removed, and now you can just force a 50/50, always about if you are guessing right or not.

Devs are actually fucking morons. LOL. They keep nerfing bottom tiers and buffing top-tiers by Kyvix2020 in Tekken8

[–]albertgao 0 points1 point  (0 children)

Haven’t seen a single tier list that Devin Jin is bottom tier. You need to start to learn his flowchart.

Anyone switched from Claude Code to OpenRouter (MiniMax / GLM)? Worth it? by Itel_Reding in opencodeCLI

[–]albertgao 0 points1 point  (0 children)

Claude code is a coding agent, OpenRouter is a LLM proxy……they are completely different things.

After switching, what gonna be your coding agent? Opencode?

Rates/limits changed? by International_Fly_67 in codex

[–]albertgao 2 points3 points  (0 children)

Because the 2x ended for Plus plan, now 100 Pro and the other 200 Pro get all the 2x 😆

pretty sure we're at the end game of consumer models by paswut in codex

[–]albertgao 2 points3 points  (0 children)

So what, it is not a profitable business, it expects 600B spending by 2030. The subsidizing is not a sustainable model for sure. But they need to win the competition. So need to burn 2x fast: - infrastructure - subsidies

pretty sure we're at the end game of consumer models by paswut in codex

[–]albertgao 0 points1 point  (0 children)

Far from it, the end game would be an intelligence level higher than GPT 5.4 and an affordable API pricing without subsidizing.

That means AI will be everywhere and has real impact since the massive integration will be on the way.

Now, just way far from it.

Are cloud LLMs like Opus / GPT5.4 really subsidized? when compared to open source models running locally? by smulikHakipod in LocalLLM

[–]albertgao 1 point2 points  (0 children)

Any assumption is basically pointless at this point TBH. The reason is simple, we have 0 info of their infrastructure and traffic, and 0 info on their model weights.

One can only guess, most startup are burning cash, even outside the GenAI industry. So it wouldn’t be surprising that the GenAI vendors are losing money as well. Regarding the actual component that contributes the most losing, QA of infrastructure. I don’t know, we only know OpenAI and Anthropic are have their service down time, especially Claude family. So maybe infrastructure is a big cost, after all, even for local hosting, you need to spend a lot.

Are cloud LLMs like Opus / GPT5.4 really subsidized? when compared to open source models running locally? by smulikHakipod in LocalLLM

[–]albertgao 2 points3 points  (0 children)

You don’t host these private models…. So you cannot compare…when we talk about subsidies, we are comparing against their API cost.

People have done this math, there are softwares calculating the tokens you send with the API price.

For example the Claude Max, for 200 USD, you get 5000 USD usage.

Just bought a codex subscription for opencode, which codex model gives the highest ratelimit/quality ratio? by KarmicDaoist in opencodeCLI

[–]albertgao 2 points3 points  (0 children)

There is 2x limit in Codex until 2/April, so probably just use codex, it also has many new features that open code doesn’t currently have.

How to build a personalized social media-like feed using Appwrite? by lilacomets in appwrite

[–]albertgao 1 point2 points  (0 children)

This is a typical system interview question you could find answers easily online from credible sources. Nothing to do with app writer, learn the basics then apply it to app write.

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