• Updated 1 Nov, 11:50 UTC
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GLM 5.3 Prime vs Grok 4.7

6 prompts both ran·Specs and numbers·Change models

GLM 5.3 Prime took 55 min 49 s and $3.43 at list price, Grok 4.7 took 18 min 1 s and $0.63 at list price. GLM 5.3 Prime took 3.1× as long and cost 5.5× as much.

GLM 5.3 Prime

Z.ai · $8.80/M out

Grok 4.7

xAI · $6.00/M out · 629 HN pts

Pelican

Generate an SVG of a pelican riding a bicycle

GLM 5.3 Prime's SVG for the "Pelican riding a bicycle" prompt

GLM 5.3 Prime

6 min 15 s$0.4956k tokensAPI
Grok 4.7's SVG for the "Pelican riding a bicycle" prompt

Grok 4.7

18 s$0.0131.7k 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 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
Still of Grok 4.7's page for the "Wristwatch that shows the current time" prompt

Grok 4.7

4 min 8 s$0.1525k 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 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
Still of Grok 4.7's page for the "Landing page for a cargo bike workshop" prompt

Grok 4.7

3 min 12 s$0.1219k 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 GLM 5.3 Prime's page for the "Playable Breakout" prompt

GLM 5.3 Prime

12 min 56 s$0.6270k tokensAPI
Still of Grok 4.7's page for the "Playable Breakout" prompt

Grok 4.7

7 min 49 s$0.2643k tokensAPI

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

GLM 5.3 Prime's SVG for the "Bookshop logo" prompt

GLM 5.3 Prime

6 min 18 s$0.4854k tokensAPI
Grok 4.7's SVG for the "Bookshop logo" prompt

Grok 4.7

2 min 29 s$0.07712k 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.

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

Patchbay is a three-person studio in Rotterdam devoted to the repair of vintage synthesizers. We work on instruments that have already lived a long life on stages, in studios, and in spare rooms, and we treat each one as something worth keeping rather than replacing. Our benches are set up for careful diagnosis, component-level repair, and the slow work of bringing an old circuit back into reliable use.

The three of us share the shop, the tools, and the jobs. One person may trace a failing voice while another sources a part or recalibrates an oscillator; we pass instruments between us until the sound is right and the hardware is stable. Clients come to us with analog polys, early digital machines, drum boxes, and the odd modular that has been patched and repatched for decades. We listen first, then open the case.

We are not a museum and we are not a showroom. Patchbay exists so that working musicians, collectors, and curious owners in Rotterdam and beyond can keep playing the instruments they already love.

Grok 4.7

5 s$0.004282 tokensAPI

Specs and numbers

GLM 5.3 PrimeGrok 4.7
MakerZ.aixAI
Made inChinaUS
Released23 Sep 202621 Sep 2026
Price in, per M tokens$2.80$2.00
Price out, per M tokens$8.80$6.00
Context1,000,000 tokens500,000 tokens
Weightsclosedclosed
Hacker News points—629
Time for the six prompts55 min 49 s18 min 1 s
List price of the six prompts$3.43$0.63

Grok 4.7 was cheaper: $2.80 less at list price, and less on each of the 6 prompts. Grok 4.7 was faster: 37 min 49 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: Grok 4.7's rebuild matched the screenshot at 59%; GLM 5.3 Prime was not in it. Tea Garden experiment: Grok 4.7's game passed 5 of 5 checks; GLM 5.3 Prime was not in it.

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