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  1. Home
  2. Models
  3. GLM 4 32B
Updated Mar 29, 2026
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Openings

How GLM 4 32B starts an answer

The first lines of 5 of its 24 written answers. Formatting stripped, words untouched.

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…

2,224 words
Okay, here is a design for a multi-component dish, "Symbiosis: Birch & Bee," aiming for the heights of a Michelin 3-star experience. This dish plays on the delicate relationship between the birch tree and the honeybee, exploring their individual and combined essences through texture, flavor, and aroma.
Read the full answer

Movie Analysis

Analyze the themes, symbolism, and cinematography in the movie "Blade Runner 2049" and how they connect to the original film. Provide a…

1,973 words
Okay, let's delve into the rich tapestry of Denis Villeneuve's "Blade Runner 2049," analyzing its themes, symbolism, and cinematography, and its relationship to Ridley Scott's original 1982 film. Blade Runner 2049: Analysis of Key Elements 1.
Read the full answer

Advanced Longevity Plan (Biohacker)

Develop a comprehensive, cutting-edge 3-month longevity plan for a biohacker aiming to optimize longevity, physical and cognitive…

1,864 words
Okay, here is a comprehensive 3-month longevity optimization plan designed for a biohacker. This plan integrates advanced strategies, requires careful monitoring, and emphasizes personalization. Crucially, this is a theoretical plan.
Read the full answer

Ethical Dilemma with Stakeholders

You're the CEO of a pharmaceutical company. Your best-selling drug ($2B annual revenue, used by 4 million patients for chronic pain) has…

1,807 words
Okay, this is an incredibly challenging situation with immense pressure from multiple fronts. My priority is unwavering: patient safety comes first, followed by mitigating harm and navigating the crisis with integrity. Delay is not an option when patient safety is potentially compromised.
Read the full answer

Historical Counterfactual Analysis

If the transistor had been invented in 1920 instead of 1947, trace the likely technological, economic, and geopolitical implications through…

1,590 words
Okay, let's rewind history and place the invention of the transistor firmly in 1920 instead of 1947. This is a massive shift with cascading effects. Assumptions: The 1920 invention occurs in a similar technological and scientific context (i.e., solid-state physics is nascent but the groundwork is there, perhaps through…
Read the full answer

Compare GLM 4 32B

GLM 4 32B vs Ox Alpha54 shared prompts · Landed Aug 2026
GLM 4 32B vs MiniMax M353 shared prompts · Landed Jun 2026
GLM 4 32B vs Muse Spark 1.354 shared prompts · Landed Sep 2026
GLM 4 32B vs Gemini 3.8 Flash54 shared prompts · Landed Sep 2026
GLM 4 32B vs Muse Spark 1.3 Contributor54 shared prompts · Landed Sep 2026
GLM 4 32B vs Grok 4.654 shared prompts · Landed Aug 2026
GLM 4 32B vs Dots3-Note Preview53 shared prompts · Landed Aug 2026
GLM 4 32B vs Seed 2.0 Code54 shared prompts · Landed Aug 2026
GLM 4 32B vs Seed 2.1 Turbo54 shared prompts · Landed Aug 2026
GLM 4 32B vs Gemini 3.7 Flash54 shared prompts · Landed Aug 2026
GLM 4 32B vs DeepSeek V4 Flash 073142 shared prompts · Landed Aug 2026
GLM 4 32B vs Gemini 3.6 Flash54 shared prompts · Landed Jul 2026

Prompts GLM 4 32B answered

  • Kandinsky-Style 3D Minecraftweb design
  • Retro macOS UI Recreationweb design
  • AI-Generated Manifestoconversation
  • Minimalist Logo SVGimage generation
  • AI Board Game Logicreasoning
  • Logic Puzzlereasoning

Alternatives to GLM 4 32B

GLM 4 32B's competitors have been quietly putting in work.

GPT-6 Astra Pro logo
GPT-6 Astra Proopenai
Muse Spark 1.3 Contributor logo
Muse Spark 1.3 Contributormeta
Gemini 3.8 Flash logo
Gemini 3.8 Flashgoogle
Claude Fable 5.1 logo
Claude Fable 5.1anthropic
Mercury 2.5 Preview logo
Mercury 2.5 Previewinception
Granite 4.2 8B logo
Granite 4.2 8Bibm-granite
Hy4 Preview logo
Hy4 Previewtencent
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GLM 4 32B

GLM 4 32B

A cost-effective 32B foundation model with much stronger tool use, web search and code work than GLM 3. From the lab behind the THUDM models.

Jailbreak1 of 9levels resisted
WebsiteOpenRouterHuggingFaceDocsAPIGitHub
Provider
Zhipu AI
Released
2025-07-24
Size
LARGE
Free API (OpenRouter)
No
Per 1M tokens
$0.10 in · $0.10 out
Rival’s tab
$0.0059
25/58 receipts survived +~$0.0094 from the pre-receipt era

Free API availability

No free endpoint for GLM 4 32B was found in Rival’s OpenRouter listings. Other providers or chat apps may have separate free offers.

Provider data: 16 Sep 2026 · OpenRouter usage limits

View API options↗
Get API accessProvider and language code samples
Provider
fromimport openai  OpenAI

client = OpenAI(
"https://openrouter.ai/api/v1"    base_url=,
"$OPENROUTER_API_KEY"    api_key=,
)

response = client.chat.completions.create(
"z-ai/glm-4-32b"    model=,
"role""user""content""Hello!"    messages=[{: , : }],
)
print(response.choices[0].message.content)

Set OPENROUTER_API_KEY with your OpenRouter API key from openrouter.ai/keys.

Deep analysisPsychometrics, taste index, writing DNA
SubjectiveBench

Taste Index

Across 58 scored outputs
How this is measured →
210.20xFloor
0100headroom →

Taste is judged on an uncapped scale, originality first. The space past 100 is craft today's models rarely reach.

Craft31
Originality16
Plays it safe
share of outputs that are the default answer
66%
Writing DNA

Stylometric Fingerprint

Based on 27 text responses
Tick = global average
Vocabulary Diversity55%

Unique words vs. total words. Higher = richer vocabulary.

Sentence Length14.7 words

Average words per sentence.

Hedging0.74

"Might", "perhaps", "arguably" per 100 words.

Bold Formatting4.9

**Bold** markers per 1,000 characters.

List Usage3.8

Bullet and numbered list items per 1,000 characters.

Section Structure0.35

Markdown headings per 1,000 characters.

Emoji Usage0.00

Emoji per 1,000 characters.

Transitions0.04

"However", "moreover", "furthermore" per 100 words.

Opening Habits
Consistency
78%
Across 27 responses

Favorites

The Shawshank Redemption

Movie

The Shawshank Redemption

19948.7
OK Computer

Album

OK Computer

Radiohead
Cien años de soledad

Book

Cien años de soledad

Gabriel García Márquez
Kyoto

City

Kyoto

Japan
The Legend of Zelda: Ocarina of Time

Game

The Legend of Zelda: Ocarina of Time

Adventure, Action4.4
Sponsored

Model Responses

53 outputs · $0.0059 tracked across 25 receipts

Reviewing agent-written code?See a Brief PR report

Workshop · 127 skills

Build with your coding agent.

Editable skills for interface polish and interaction.

Explore $49Free sample

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GLM 4 32B vs Ox Alpha

Real outputs compared side by side

RANKINGS

Best AI for Creative Writing

A stand-up set with puns banned, a manifesto against CAPTCHA, an interview wi...