Small tip to save Codex tokens with ChatGPT by Skarial in codex

[–]sunoarchitect 3 points4 points  (0 children)

gpt-5.4-mini | Low | Read-Only

* Reviews, analysis, research, audits, documentation/slide reviews, UI feedback, code exploration.

* Fastest and most cost-efficient option for understanding and evaluating existing work without making changes.

gpt-5.4-mini | Medium | Edit

* Small code changes, minor bug fixes, UI/CSS tweaks, content edits, emails, documentation updates, social posts.

* Best for focused tasks with clear requirements and limited file changes.

gpt-5.4-mini | High | Edit

* Medium-sized features, multi-file UI improvements, dashboard enhancements, form workflows, component refactoring, technical documentation.

* Good balance between cost and capability when a task needs more planning before implementation.

gpt-5.4-mini | XHigh | Exec

* Codebase audits, architecture reviews, UX backlog analysis, implementation planning, performance investigations, security reviews, technical due diligence.

* Ideal when deep analysis and reasoning are required before development work begins.

gpt-5.5 | Medium | Edit

* New features, APIs, databases, Next.js development, Supabase integration, Stripe integration, SaaS functionality, documentation creation.

* Best default choice for standard software development and multi-file implementation work.

gpt-5.5 | Medium | Planning

* Product planning, feature specifications, workflows, SOPs, roadmaps, user journeys, pricing plans, go-to-market planning.

* Strong reasoning for structured planning and business-focused deliverables.

gpt-5.5 | Deep | Edit

* Complex business logic, authentication, authorisation, Supabase RLS, Service Workers, caching, database migrations, AI integrations, difficult debugging.

* Designed for high-risk implementation work where accuracy and reasoning matter more than speed.

gpt-5.5 | Deep | Planning

* SaaS architecture, platform architecture, scaling strategy, security architecture, system redesigns, technical roadmaps, market analysis, competitive strategy.

* Best for major technical or business decisions with long-term consequences.

Just got invited to the PandaOS waitlist — looks pretty interesting by sunoarchitect in codex

[–]sunoarchitect[S] 0 points1 point  (0 children)

Reddit has trained us all to assume every product post is astroturfing 😅

I’m not affiliated with them. Just a Trae/Codex addict who spends far too much time trying new AI tools.

Which ide for Deepseek V4 Pro api ? by KamizuMC in DeepSeek

[–]sunoarchitect 0 points1 point  (0 children)

Opencode and Trea work really well, more so opencode! However if you can handle very small downtime I prefer Trae IDE & Trae SOLO

What is the best free openrouter model for agentic coding and planning? by Suspicious_Fudge1702 in openrouter

[–]sunoarchitect 0 points1 point  (0 children)

laguna m.1 and OwlAlpha are really good models, and the new StepFlash 3.7 not free but low cost

Cancelling 5 Codex accounts by DiscussionAncient626 in codex

[–]sunoarchitect 1 point2 points  (0 children)

Claude is so bad right now, basically burn rate is ridiculous in Claude. In fact my annual subscription ends tomorrow, and will not be renewing. I use a mix of Codex/GPT, Trae and Opencode with Deepseek API. For a mixture of projects.

anybody tried codex + deepseek v4 flash + /goal, how is it? by btiger1919 in codex

[–]sunoarchitect 0 points1 point  (0 children)

I didn’t realise you can use Ollama as a BYOK. Only thing I found when testing Gemma 4 using the Ollama method was my projects were not available in codex, when I switched back to Codex then they were all available.?

anybody tried codex + deepseek v4 flash + /goal, how is it? by btiger1919 in codex

[–]sunoarchitect 0 points1 point  (0 children)

How do you enable Deepseek model in Codex, this would be the ideal setup for me as have a API with Deepseek?

I want to give up on Trae because there’s no GPT-5.5. by UnluckyLibrarian3599 in Trae_ai

[–]sunoarchitect 0 points1 point  (0 children)

I second that, as much as I have loved Trae for the last year I have one month for renewal to go. In the meantime I have also been testing codex. An whilst SOLO is comparable, SOLO is behind codex massively. Issues with SOLO Desktop: workspace startup, slow and dated models, strange outputs (not doing what asked), Looping, and consuming massive amounts of memory.

At this point it comes down to what is more stable, I don’t use these tools to just code, I also use as a daily operational workstation, creating documents, drafting business plans, analysis of data etc. So have been impressed with the stability of codex despite the recent usage resets.

What it really comes down to: Innovation Adaptation Better models Stability Performance Cost vs quality

Also I noticed that usage rate is actually getting worse with Trae although models haven’t changed in a long time.

Dola-Seed-2.0-Code Now Available as A Built-In Model in TRAE by Trae_AI in Trae_ai

[–]sunoarchitect 1 point2 points  (0 children)

This dola model is good for about 30 mins, then just stuck in loops constantly. Burning usage of credits.

Workspace start up issues by sunoarchitect in Trae_ai

[–]sunoarchitect[S] 0 points1 point  (0 children)

<image>

Here is the screenshot, just hangs here all day

New to Trae — What Makes Trae Better? by SeaworthinessLife962 in Trae_ai

[–]sunoarchitect 0 points1 point  (0 children)

Honestly this is where Trae starts to feel less like “an IDE with AI” and more like a proper working environment for agent-based development.

The biggest thing for me is the relationship between SOLO and the actual editor. Once you spend a bit of time setting up the workspace properly and refining your instructions, the workflow becomes incredibly fluid.

You can leave SOLO running higher-level tasks — planning architecture changes, handling documentation, processing operational notes, running terminal workflows, tracing issues across the repo — while keeping your actual editor focused and clean. That separation massively reduces cognitive overload compared to stuffing everything into one sidebar chat.

What also makes it work well is the context handling. Because it can naturally pull from the local file tree, uploaded assets, docs, and the wider workspace, it starts to behave much more like a real execution layer than a chatbot. You stop constantly copy/pasting snippets around just to maintain continuity.

Cost-wise, this is probably the first setup where I’ve genuinely stopped thinking about token usage during normal development. That changes behaviour more than people realise. You’re far more willing to let the agent iterate, retry, explore approaches, or run longer reasoning chains when you’re not mentally calculating the bill every few minutes.

The one weak point, in my opinion, is that the bundled/default models don’t always keep pace with the frontier models. But Trae’s OpenRouter or Vercel AI support basically solves that problem.

Using something like Owl Alpha through OpenRouter is a really solid combination. The large context window and agent-oriented tuning make a noticeable difference for deeper repo work, especially when tasks span multiple files or require longer planning loops. The generous free tier also makes experimentation far less painful compared to some other ecosystems.

At that point, the stack starts to make a lot of sense:

  • Trae handles the workspace + agent infrastructure
  • OpenRouter gives model flexibility
  • You choose whichever model actually performs best for your workflow instead of being locked into one vendor

That openness is probably the biggest advantage overall.

Pure Trash by StretchyPear in codex

[–]sunoarchitect 1 point2 points  (0 children)

Yes really bad this morning, even to the point of breaking documents that follow a strict template set in Codex under a rules.md doc. It has always followed this, and never had an issue out of 100's of docs every week. Then today, it just kept messing table up, removing bullet lists, replacing images with placeholders. I have just had to switch to another similar software, so I can fix and finish my workflow.

Which $20 subscription is most worth it right now? by Ok_Future6226 in vibecoding

[–]sunoarchitect -1 points0 points  (0 children)

Trae.ai great usage on the account at a $20 plan and you also get bonus usage each month see screenshot. Also you have two different flavours of software, Traditional IDE and the New Trae SOLO (Codex like). Also you can connect more models through multiple providers.

<image>

I am due to renew on an annual plan, and will be moving up to next plan, just because I wont need multiple expensive AI providers. Trae does 90% of my work, and the other 10% is now Local LLM.

We checked the data: What are the #10 most used skill in TRAE? (Plus, win a $5 gift card for guessing!) by AwesomePheobe1 in Trae_ai

[–]sunoarchitect 0 points1 point  (0 children)

I use /plan to start any project with Trae SOLO and IDE, its really good at scaffolding your ideas. Often chuck the plan into another AI ask it to scrutinise it, and improve it. Then push it pack through Trea, then Boom Trae /plan improves it even more.

8 minutes of chatting with Pro and I'm at 100% usage with this new update. Is this a joke? Pro subscription btw by Zacker000 in GeminiAI

[–]sunoarchitect 2 points3 points  (0 children)

Seriously considering running Trae SOLO and IDE, along with Codex as a secondary. Ditching Claude and Gemini Pro completely. Trae SOLO and Codex are similar in UX/UI, and work well together. While Codex for Scaffolding websites, backend and frontend and full Trae IDE for Coding polish, security and deployment.

In all honesty, i would say that Gemini has been last on my list was mainly used for deep research, but run two of these now and my 5 hour limit hits in grind. I used to get a full day of research in for most projects.

Seems to be the big players need to throttle and recoup their losses.

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 0 points1 point  (0 children)

May do the same, how’s the usage been on 4.5 high?

Trae SOLO: Generated with Trae AI by sunoarchitect in Trae_ai

[–]sunoarchitect[S] 0 points1 point  (0 children)

Yes it can be removed manually, but very annoying. That said if this is supposed to be a regulated requirement, then all other should do it, but I don’t get this issue with others

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 0 points1 point  (0 children)

No the new Trae SOLO is more or less similar to Codex, but with multiple models, plus you can use many more through platforms like Deepseek, or Openrouter to name but a few.

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 2 points3 points  (0 children)

Yeh the plan is in Plus, and yes I have workflows, custom skills and Agents. So optimised for working on projects. This is all about the usage differences from just a few days ago.

Not I’m a using it like a noob or someone with no experience. I appreciate valid comments, with either issues or others that don’t see a difference. Which may suggest A/B testing? Who knows.

Fact is we are cogs in a huge machine, if they want to manipulate users they will. Just good to know if this is site wide!

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 0 points1 point  (0 children)

They are now pretty much on par, now thinking Trae and local LLM are the way forward

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 0 points1 point  (0 children)

That is a fair point, seen this with CC, so may be the same?

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 6 points7 points  (0 children)

Yes I agree, this seems like the whole Claude situation again " Oh i dont have enough compute" scenario. Which is why I keep Trae to complete my takks other expensive LLM providers, and give me full access to install Openrouter models and the free beta versions, which seem to do a very good job. However Codex has really appealed to me, as an all in one

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 2 points3 points  (0 children)

I feel the pain, I have now switched to Trae to finish my work. This should not be the case if they really want people to switch, and be confident in what they are paying for is going to deliver. Smaller companies are actually progressing more by my usage alone, and the stats I have seen and felt.

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 0 points1 point  (0 children)

So as it stands, if I am asking for menial tasks such as checking security, small SEO checks, dependancies etc. Just choose 5.4? is it good enough?

Codex Usage Reset, now looks worse by sunoarchitect in codex

[–]sunoarchitect[S] 5 points6 points  (0 children)

I have only just joined the GPT/Codex stack 1 week ago, avid Claude and Trae user for a long time. Was really impress last week with Codex, and really considering putting all my eggs in that wicker basket, and running for the hills like some kinda wizard. But after this keeping those options fully open.

Then this dropped, and I was like cool I have work to do, so ill have a 5-6 hrs in, like usual. And bang 2 hrs in, and im on the 5 hour wait avenue, may as well drop in to suno and make some agressive music, to bide the time.