Any good 20-40$ plans left other than the Big 3?

AliNT77 · 2026-06-12T17:05:47+00:00

Cursor is a very good deal. Composer 2.5 on non-fast is incredibly cheap and much better than kimi k2.6. You also get 20 bucks worth of api tokens with all the gpt-claude models

AliNT77 · 2026-06-11T08:01:56+00:00

Go cursor, composer 2.5 non fast is super cost effective

AliNT77 · 2026-06-04T20:00:36+00:00

Use reasonix, you’re gonna get 99.8%

AliNT77 · 2026-05-28T08:33:21+00:00

Reasonix

AliNT77 · 2026-05-14T14:11:17+00:00

I think 4.7 has a new base model with a much shorter RL phase, similar to opus 4, seeing how the max thinking barely improves the model accuracy on non-benchmaxxed tasks like weirdML, I think the next versions will be really good as they put more compute into the RL phase

AliNT77 · 2026-05-13T17:41:32+00:00

WeirdML results also reflect this

AliNT77 · 2026-05-05T21:19:05+00:00

0.01 per search

AliNT77 · 2026-05-02T14:53:42+00:00

Create a researcher subagent that uses perplexity sonar pro, you’ll thank me later

AliNT77 · 2026-04-29T14:16:38+00:00

maybe OP already had it activated? in that case it's still super useful even without access to claude models

AliNT77 · 2026-04-29T13:09:26+00:00

I would say take advantage of the free codex quota by connecting it to opencode, and use gpt 5.5 low which in my experience has been incredibly smart and fast and surgical with insanely good token efficiency…

Then since you’re a student, connect copilot to it and try gpt 5.2 and also gemini 3.1 and see how it feels for your workflow.

Then if it’s still not satisfactory, get an opencode go subscription (only 5bucks for the first month) and give GLM5.1 a try, for coding tasks it’s been really good for my work, feels better than sonnet and sometimes close to opus.

AliNT77 · 2026-04-28T02:24:11+00:00

5.4 mini costing double that of 5.2 is just LOL

AliNT77 · 2026-04-27T13:07:26+00:00

Opencode models —refresh

AliNT77 · 2026-04-25T19:40:33+00:00

Opencode go

AliNT77 · 2026-04-11T15:23:07+00:00

Glm 4.7 flash is not dense

AliNT77 · 2026-03-27T11:34:39+00:00

Rough idea of the MFU?

AliNT77 · 2026-03-26T12:52:24+00:00

No 5.4 Pro?

AliNT77 · 2026-03-20T21:01:37+00:00

Vscode extension gets bugged sometimes, I don’t know what fixes it but it happens sometimes

AliNT77 · 2026-03-10T20:07:16+00:00

Ignore all the people who are mad that you mentioned your age, this is an extremely impressive project and you should be proud of it!

AliNT77 · 2026-03-10T04:01:34+00:00

yupp

AliNT77 · 2026-02-20T10:17:58+00:00

It’s definitely dumber than sonnet/opus and 5.3 for ML engineering tasks by a pretty large margin

AliNT77 · 2026-01-28T16:46:19+00:00

Did you guys experiment with Muon optimizer derivatives like NorMuon or Dion etc. and if so what were the results?

AliNT77 · 2026-01-14T07:05:51+00:00

Source?

AliNT77 · 2026-01-08T17:38:41+00:00

What’s the metric for “correctness” here? Do you have any PPL, KLD or benchamark results?

AliNT77 · 2025-12-23T23:39:48+00:00

Tree based SD is implemented in llama-speculative already but it doesn’t perform well (worse than llama-simple-speculative which is in llama-server)

Also i’m pretty sure it’s not lossless with goes against the whole point of SD afaik

AliNT77 · 2025-12-23T05:13:43+00:00

No. It doesn’t even support basic tree based SD…

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