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GPT-6.1 Sol vs GLM 5.3 Prime

6 prompts both ran·Specs and numbers·Change models

GPT-6.1 Sol took 12 min 10 s and $0.37 at list price, GLM 5.3 Prime took 55 min 49 s and $3.43 at list price. GLM 5.3 Prime took 4.6× as long and cost 9.3× as much.

GPT-6.1 Sol

OpenAI · $10.00/M out · 1,166 HN pts

GLM 5.3 Prime

Z.ai · $8.80/M out

Pelican

Generate an SVG of a pelican riding a bicycle

GPT-6.1 Sol's SVG for the "Pelican riding a bicycle" prompt

GPT-6.1 Sol

1 min 30 s$0.0383.8k tokensAPI
GLM 5.3 Prime's SVG for the "Pelican riding a bicycle" prompt

GLM 5.3 Prime

6 min 15 s$0.4956k tokensAPI

Watch

Draw a mechanical wristwatch that shows the current local time, with a sweeping seconds hand and a date window. Make it look expensive.

Still of GPT-6.1 Sol's page for the "Wristwatch that shows the current time" prompt

GPT-6.1 Sol

2 min 22 s$0.0717.0k tokensAPI
Still of GLM 5.3 Prime's page for the "Wristwatch that shows the current time" prompt

GLM 5.3 Prime

14 min 23 s$0.6776k tokensAPI

Landing

Build the landing page for Lumen Cycles, a Copenhagen workshop that builds custom cargo bikes to order. Make it look like a real brand you would trust with 4,000 euros.

Still of GPT-6.1 Sol's page for the "Landing page for a cargo bike workshop" prompt

GPT-6.1 Sol

4 min 58 s$0.1616k tokensAPI
Still of GLM 5.3 Prime's page for the "Landing page for a cargo bike workshop" prompt

GLM 5.3 Prime

15 min 37 s$1.15131k tokensAPI

Breakout

Make a Breakout game I can play right now with the keyboard or the mouse. Give it several levels, a score and some juice.

Still of GPT-6.1 Sol's page for the "Playable Breakout" prompt

GPT-6.1 Sol

2 min 27 s$0.0828.2k tokensAPI
Still of GLM 5.3 Prime's page for the "Playable Breakout" prompt

GLM 5.3 Prime

12 min 56 s$0.6270k tokensAPI

Design a logo for Night Heron, an independent bookshop that only opens after dark.

GPT-6.1 Sol's SVG for the "Bookshop logo" prompt

GPT-6.1 Sol

45 s$0.0191.9k tokensAPI
GLM 5.3 Prime's SVG for the "Bookshop logo" prompt

GLM 5.3 Prime

6 min 18 s$0.4854k tokensAPI

About

Write the opening of the About us page for Patchbay, a three-person studio in Rotterdam that repairs vintage synthesizers. About 150 words.

Patchbay is a three-person studio in Rotterdam, keeping vintage synthesizers in working hands. We repair the instruments that have picked up a crackle, lost a voice, drifted out of tune, or stopped making sound altogether.

We like the patient side of repair: tracing a fault, understanding an old circuit, and finding the right fix rather than the quickest workaround. Our aim is to make each instrument dependable without sanding away the character that made someone fall for it in the first place.

Some synths arrive with a clear problem. Others come with a story and a noise that only happens after twenty minutes. Either way, the work starts with listening—to the instrument and to the person who plays it.

We’re a small studio by choice. It keeps us close to the work, and to the musicians who trust us with something they want to keep making music with.

GPT-6.1 Sol

9 s$0.002228 tokensAPI

Some of the machines we work on were built before any of us were born. Patchbay is a three-person repair studio in Rotterdam, and what we do is simple to describe: we keep vintage synthesizers playing. A Minimoog that sat in an attic for thirty years. A Juno-60 with keys that no longer speak. A modular system that hums where it should roar. Whatever comes through our door gets opened up, traced through, and brought back.

That means rebuilding power supplies, cleaning a thousand key contacts, chasing a fault across three boards until it turns out to be a single cracked solder joint. It means calibrating oscillators that have drifted for decades, and listening — really listening — until a filter sounds the way it did the day it left the factory.

We do this because these instruments still sound like nothing else, and because somewhere a player is waiting to hear one come back to life.

GLM 5.3 Prime

21 s$0.0182.0k tokensAPI

Specs and numbers

GPT-6.1 SolGLM 5.3 Prime
MakerOpenAIZ.ai
Made inUSChina
Released29 Sep 202623 Sep 2026
Price in, per M tokens$2.00$2.80
Price out, per M tokens$10.00$8.80
Context1,050,000 tokens1,000,000 tokens
Weightsclosedclosed
Hacker News points1,166—
Time for the six prompts12 min 10 s55 min 49 s
List price of the six prompts$0.37$3.43

GPT-6.1 Sol was cheaper: $3.06 less at list price, and less on each of the 6 prompts. GPT-6.1 Sol was faster: 43 min 40 s less in total, and faster on each of the 6 prompts.

In the recording, both Breakout games play. GLM 5.3 Prime's landing page was cut off at the output limit (131,072 tokens).

Rebuild this screen experiment: GPT-6.1 Sol's rebuild matched the screenshot at 97%; GLM 5.3 Prime was not in it. Tea Garden experiment: GPT-6.1 Sol's game passed 5 of 5 checks; GLM 5.3 Prime was not in it.

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