• Updated 14 Nov, 12:11 UTC
  • Next run 15 Nov, 05:17 UTCNext 15 Nov 05:17
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ERNIE-Light-DT-1.0 vs GLM 5.3

4 prompts both ran·Specs and numbers·Change models

ERNIE-Light-DT-1.0 took 50 min 46 s and $1.26 at list price, GLM 5.3 took 20 min 1 s and $0.78 at list price. ERNIE-Light-DT-1.0 took 2.5× as long and cost 1.6× as much.

ERNIE-Light-DT-1.0

Baidu · $3.94/M out

GLM 5.3

Z.ai · $3.60/M out · 3,306 HN pts

Pelican

Generate an SVG of a pelican riding a bicycle

ERNIE-Light-DT-1.0's SVG for the "Pelican riding a bicycle" prompt

ERNIE-Light-DT-1.0

12 min 32 s$0.2974k tokensAPI
GLM 5.3's SVG for the "Pelican riding a bicycle" prompt

GLM 5.3

4 min 2 s$0.2160k 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 ERNIE-Light-DT-1.0's page for the "Landing page for a cargo bike workshop" prompt

ERNIE-Light-DT-1.0

12 min 39 s$0.3281k tokensAPI
Still of GLM 5.3's page for the "Landing page for a cargo bike workshop" prompt

GLM 5.3

9 min$0.3391k 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 ERNIE-Light-DT-1.0's page for the "Playable Breakout" prompt

ERNIE-Light-DT-1.0

12 min 3 s$0.3180k tokensAPI
Still of GLM 5.3's page for the "Playable Breakout" prompt

Blank first frame. Press Run.

GLM 5.3

31 s$0.0246.7k tokensAPI

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

ERNIE-Light-DT-1.0's SVG for the "Bookshop logo" prompt

ERNIE-Light-DT-1.0

13 min 31 s$0.3485k tokensAPI
GLM 5.3's SVG for the "Bookshop logo" prompt

GLM 5.3

6 min 28 s$0.2260k tokensAPI

Specs and numbers

ERNIE-Light-DT-1.0GLM 5.3
MakerBaiduZ.ai
Made in—China
Released10 Nov 202618 Aug 2026
Price in, per M tokens$1.13$0.084
Price out, per M tokens$3.94$3.60
Context1,024,000 tokens1,048,576 tokens
Weightsclosedopen
Hacker News points—3,306
Time for the four prompts50 min 46 s20 min 1 s
List price of the four prompts$1.26$0.78

GLM 5.3 was cheaper: $0.48 less at list price, and less on 3 of the 4 prompts. GLM 5.3 was faster: 30 min 44 s less in total, and faster on each of the 4 prompts.

In the recording, ERNIE-Light-DT-1.0's Breakout game plays; GLM 5.3's stopped painting. GLM 5.3's Breakout game showed a blank first frame when the still was taken. ERNIE-Light-DT-1.0 has no watch: not run yet. ERNIE-Light-DT-1.0 has no About page: not run yet.

Tea Garden experiment: GLM 5.3's game passed 1 of 5 checks; ERNIE-Light-DT-1.0 was not in it.

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