GLM 5.3 Prime vs Inkling
GLM 5.3 Prime took 55 min 49 s and $3.43 at list price, Inkling took 8 min 30 s and $0.21 at list price. GLM 5.3 Prime took 6.6× as long and cost 16× as much.
GLM 5.3 Prime
Z.ai · $8.80/M out
Inkling
Thinking Machines · $4.05/M out · free route · 4 HN pts
Pelican
Generate an SVG of a pelican riding a bicycle
Watch
Draw a mechanical wristwatch that shows the current local time, with a sweeping seconds hand and a date window. Make it look expensive.
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.
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.
Logo
Design a logo for Night Heron, an independent bookshop that only opens after dark.
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.
Patchbay is a three-person repair studio in Rotterdam dedicated to vintage synthesizers. We work on analog circuits, replace failing capacitors and resistors, calibrate unstable oscillators, and restore instruments that have been silent for years. Our bench sees early Japanese mono synths, European string machines, American polys, and large modular systems. We treat each repair as a specific problem rather than a routine job, because these machines were built differently and fail differently. The studio grew out of our own need for careful, local repairs. Over time, musicians, collectors, and producers across the Netherlands started bringing us gear they could not trust elsewhere. We open every case with the same approach: diagnose the fault properly, use appropriate parts, and test the result thoroughly. We do not apply quick fixes or ignore underlying issues. Whether your synthesizer suffers from tuning drift, dead voices, noisy outputs, or an unknown electrical fault, we are in Rotterdam to find the cause and return it to reliable working condition.
Specs and numbers
| GLM 5.3 Prime | Inkling | |
|---|---|---|
| Maker | Z.ai | Thinking Machines |
| Made in | China | US |
| Released | 23 Sep 2026 | 17 Jul 2026 |
| Price in, per M tokens | $2.80 | free route (list $1.00/M) |
| Price out, per M tokens | $8.80 | free route (list $4.05/M) |
| Context | 1,000,000 tokens | 524,288 tokens |
| Weights | closed | open |
| Hacker News points | — | 4 |
| Time for the six prompts | 55 min 49 s | 8 min 30 s |
| List price of the six prompts | $3.43 | $0.21 |
Inkling was cheaper: $3.22 less at list price, and less on each of the 6 prompts. Inkling was faster: 47 min 19 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: Inkling's rebuild matched the screenshot at 51%; GLM 5.3 Prime was not in it. Tea Garden experiment: Inkling's game passed 5 of 5 checks; GLM 5.3 Prime was not in it.





