• Updated 1 Nov, 10:02 UTC
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Mercury 3 vs GLM 5.3 Prime

6 prompts both ran·Specs and numbers·Change models

Mercury 3 took 7 min 31 s and $0.065 at list price, GLM 5.3 Prime took 55 min 49 s and $3.43 at list price. GLM 5.3 Prime took 7.4× as long and cost 53× as much.

Mercury 3

Inception · $0.35/M out · 258 HN pts

GLM 5.3 Prime

Z.ai · $8.80/M out

Pelican

Generate an SVG of a pelican riding a bicycle

Mercury 3's SVG for the "Pelican riding a bicycle" prompt

Mercury 3

1 min 30 s$0.01028k 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 Mercury 3's page for the "Wristwatch that shows the current time" prompt

Mercury 3

70 s$0.01233k 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 Mercury 3's page for the "Landing page for a cargo bike workshop" prompt

Mercury 3

42 s$0.00720k 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 Mercury 3's page for the "Playable Breakout" prompt

Mercury 3

29 s$0.00719k 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.

Mercury 3's SVG for the "Bookshop logo" prompt

Mercury 3

3 min 38 s$0.02983k 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 repair studio in Rotterdam, tucked between a bike shop and a coffee roastery, where vintage synthesizers come to live another life. We are not a factory and we are not a museum; we are technicians who love the smell of warm solder and the patience that old circuits demand. Between us we have restored everything from early Moog modulars to battered Junos, and we treat each instrument as if it were the first one we ever opened. There is no assembly line here. Every capacitor is tested, every busbar tracked by hand, and every voice board is listened to twice—once on the bench, once through the speakers of the synth that will use it. Patchbay exists because these machines deserve more than a quick fix. They deserve someone who knows their quirks, their failures, and the strange, beautiful sounds that made us fall in love with them in the first place.

Mercury 3

3 s<$0.0011.2k 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

Mercury 3GLM 5.3 Prime
MakerInceptionZ.ai
Made inUSChina
Released16 Oct 202623 Sep 2026
Price in, per M tokens$0.10$2.80
Price out, per M tokens$0.35$8.80
Context1,000,000 tokens1,000,000 tokens
Weightsclosedclosed
Hacker News points258—
Time for the six prompts7 min 31 s55 min 49 s
List price of the six prompts$0.065$3.43

Mercury 3 was cheaper: $3.36 less at list price, and less on each of the 6 prompts. Mercury 3 was faster: 48 min 19 s less in total, and faster on each of the 6 prompts.

In the recording, Mercury 3's Breakout game stopped painting; GLM 5.3 Prime's plays. GLM 5.3 Prime's landing page was cut off at the output limit (131,072 tokens).

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