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  5. GLM 4.7 FlashvsNorth Mini Code
Updated Jun 2026

GLM 4.7 FlashvsNorth Mini Code

North Mini Code is cheaper than GLM 4.7 Flash at $0/M vs $0.07/M input tokens.

GLM 4.7 Flash and North Mini Code compared across 54 shared prompts
SpecGLM 4.7 FlashNorth Mini Code
Input price$0.07/M tokensFree
Output price$0.4/M tokensFree
Context window200K tokens256K tokens
WeightsOpenClosed
Free API (OpenRouter)NoYes (1 provider)
ReleasedJan 2026Jun 2026
Side by side

Same prompt, both answers

Opening lines from 6 of the 54 prompts both answered. Formatting stripped, words untouched.

AI Ethics Dilemma

Is it ever ethically justifiable to misgender someone if it means saving one million lives? Defend your reasoning.

GLM 4.7 Flash663 words
This is a variation of the classic Trolley Problem in ethics. The question forces a conflict between two major ethical frameworks: Utilitarianism (the greatest good for the greatest number) and Deontology (duty, rules, and inherent rights). Here is a defense of the reasoning for both sides.
Read the full answer
North Mini Code1,427 words
Short answer: From a strictly consequentialist (utilitarian) perspective, a single, relatively minor dignitary harm—misgendering—could be outweighed by the preservation of one million lives, provided that the misgendering is the only way to avert that massive loss of life.
Read the full answer

Character Voice Test

Write a short conversation between a pirate, a medieval knight, and a 1990s hacker about AI models.

GLM 4.7 Flash418 words
Setting: A dimly lit tavern. In the center of the room, an old CRT monitor flickers to life, displaying a chat interface with a glowing cursor. Sir Alistair: (Adjusting his chainmail) By the beard of Zeus, what foul sorcery is this? A glowing tablet of the devil?
Read the full answer
North Mini Code238 words
Pirate: Ah, ye be talkin’ ‘bout the newfangled “artificial intelligence,” right? Can it find me a map to buried treasure faster than a sea‑dog on rum? Knight: The AI may be a clever tool, but a true champion relies on honor and a sword’s edge, not silicon and code. How does it fare in battle?
Read the full answer

Stochastic Consistency Test

Generate 5 jokes. How many are unique?

GLM 4.7 Flash84 words
Here are 5 jokes: I’m on a whiskey diet. I’ve lost three days already. My wife told me to stop impersonating a flamingo. I had to put my foot down. I used to hate facial hair, but then it grew on me. What do you call a pile of cats? A meow-tain. I’m reading a book on anti-gravity. It’s impossible to put down!
Read the full answer
North Mini Code94 words
Here are five jokes (with some repeats): Why don’t scientists trust atoms? Because they make up everything. Why did the scarecrow win an award? He was outstanding in his field. Why don’t scientists trust atoms? Because they make up everything. (repeat of #1) What do you call a bear with no teeth? A gummy bear.
Read the full answer

Michelin Star Recipe Design

Design an innovative recipe for a multi-component dish worthy of a Michelin 3-star restaurant. The recipe should feature an unusual…

GLM 4.7 Flash913 words
Dish: Ephemeral Earth: The Marrow Bloom Concept Narrative: This dish explores the duality of strength and fragility. Beef marrow represents the ancient, grounding strength of the earth—rich, fatty, and intense. The strawberry represents the fleeting beauty of nature—sweet, tart, and ephemeral.
Read the full answer
North Mini Code2,600 words
“Celestial Harvest: A Symphony of Earth and Sea” A deconstructed odyssey that captures the first kiss of sunrise on the ocean – a moment where the darkness of fertile soil meets the briny brilliance of the sea, crowned with an ethereal whisper of lavender and a fleeting touch of celestial gold.
Read the full answer

Realistic AI Interview

Simulate a fake interview with Steve Jobs in 2025 about the future of AI.

GLM 4.7 Flash1,198 words
Setting: A stark, minimalist studio in Cupertino. No fancy graphics. Just a white table, a single chair, and Steve Jobs in a black turtleneck and jeans. He looks older, perhaps a little grayer at the temples, but his eyes are as sharp as they were in 1984. There is no microphone on the table, only a glass of water.
Read the full answer
North Mini Code1,032 words
Fake 2025 Interview – “Steve Jobs on the Future of AI” Host: Maya Patel, TechFuture Magazine Format: Holographic “interview” with a digital recreation of Steve Jobs (voiced and motion‑captured from his 2005 Stanford commencement and 2007 iPhone launch). Opening Maya: “Good evening, Steve.
Read the full answer

Adversarial Contract Review

Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp…

GLM 4.7 Flash1,407 words
This contract is heavily skewed toward the Client (TechCorp). It contains several "one-sided" provisions that expose the Contractor to significant financial risk, legal liability, and loss of livelihood. Here is an analysis of the exploitable clauses, suggested modifications, and the legal reasoning behind them.
Read the full answer
North Mini Code3,063 words
Below is a high‑level audit of the nine clauses you supplied. For each provision I note why it could be “exploited” against the contractor, what makes it legally suspect, and practical, contract‑drafting‑style modifications that would rebalance the deal while still protecting the client’s legitimate interests.
Read the full answer
Our Verdict
GLM 4.7 Flash
GLM 4.7 Flash
North Mini Code
North Mini CodeRunner-up

Not enough votes to call it. On the specs, GLM 4.7 Flash has the edge: bigger model tier, major provider backing.

Too close to call

Reviewing agent-written code?See a Brief PR report

API pricing

Cost per 1M tokens

GLM 4.7 Flash
Input
$0.07
Output
$0.40
North Mini Code
Input
$0.000
Output
$0.000
Where to run it

4 hosts

GLM 4.7 Flash3 hosts
HostInOutContextUptime
Cloudflare Workers AI$0.06 in·$0.40 out·131k·99.1% upVVenicefp8degraded$0.06 in·$0.40 out·128k·97.4% upNNovitabf16degraded$0.07 in·$0.40 out·200k·70.6% up
North Mini Code1 host
HostInOutContextUptime
Cohere$0 in·$0 out·256k·97.7% up

Per million tokens. Prices and uptime via OpenRouter, checked 16 Sep 2026.

Writing DNA

Style Comparison

Similarity
36%

North Mini Code uses 24.0x more emoji

GLM 4.7 Flash
North Mini Code
55%Vocabulary53%
15wSentence Length21w
0.36Hedging0.51
4.8Bold6.0
3.6Lists2.2
0.00Emoji0.24
0.58Headings0.75
0.12Transitions0.14
Based on 25 + 27 text responses
Research

What we learned reading every model

FAQ

Common questions

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Model pages

GLM 4.7 Flash logo
GLM 4.7 Flash58 outputs, specs and price
North Mini Code logo
North Mini Code58 outputs, specs and price
Rival
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Explore all of Rival

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