alt.hn

6/19/2026 at 4:52:54 PM

MiniMax M3 vs. GLM 5.2: Codegen comparison across autonomous coding tasks

 https://thinkwright.ai/minimax-m3-vs-glm-5-2-coding-benchmark

by oceanwaves

6/20/2026 at 5:28:07 AM

The comparison results seem very plausible.

From the conclusion, I agree with:

> I wouldn't make either one the top-level coordinator by default.

But I do not agree with the follow-up sentence:

> The best shape is still a frontier coordinator or judge above them: GPT-5.5 or Claude Opus deciding what to delegate, checking the finished work, and rerunning narrow pieces when the answer looks wrong. These models make the worker layer much more serious, not the coordinator layer unnecessary.

For the coordinator or judge above them I would put myself, not a too expensive LLM under the control of an external entity, achieving thus simultaneously higher quality, lower cost and greater security.

by adrian_b

6/20/2026 at 6:48:38 AM

A lot of LLM discussions is driven by people who cannot code themselves.

There are multiple AI influencers on youtube who can't code 5 lines of python to save their lives. But they do own 3 DGX spark and a stack of maxed out mac minis...

(Not complaining, AI is supposed to be democratic)

by throwa356262

6/20/2026 at 7:36:46 AM

Since I quit my Claude subscription, every month I spend $20 (the cost of CC pro plan) playing around with new models and new providers.

Currently testing M3 for agentic tasks. It works OK and their token plan is very cheap. Highly recommend for claw / hermes type of work.

Tested GLM 5.1 for coding last month and it burned through my tokens a bit too quickly, but it worked well enough.

by throwa356262

6/19/2026 at 10:24:51 PM

FWIW Opencode Go is giving 3x MiniMax M3 access right now. According to their chart you get almost 10x as much access to MM3 vs GLM 5.2.

Considering how close the models are, the extra free queries may be worth it.

by scottchiefbaker

6/20/2026 at 3:19:09 AM

Yes, that's what I'm finding too. There seems to be a concerted promotional pricing campaign tied to M3's release across providers. Since their differences are subtle, it makes a lot of sense to fan-out to M3.

by oceanwaves

6/20/2026 at 5:03:57 AM

I've used both and they are great. Would be better to have a GPT or Opus benchmark

by killingtime74

6/19/2026 at 4:52:54 PM

GLM 5.2 edges as the safer pick when tasks are more challenging from-scratch builds and the result needs to arrive as a complete, runnable project. MiniMax M3 is the value pick for a lot of worker traffic.

by oceanwaves

6/20/2026 at 4:55:05 AM

I'd love to see a comparison with both Deepseek v4 models as well

by ashenke