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  1. Home
  2. Models
  3. GLM 4.7 Flash
Updated Mar 29, 2026
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Openings

How GLM 4.7 Flash starts an answer

The first lines of 5 of its 22 written answers. Formatting stripped, words untouched.

Adversarial Contract Review

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

1,407 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

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…

1,221 words
This is a classic "Black Swan" crisis management scenario. As CEO, your fiduciary duty to shareholders is balanced by your ethical and legal duty to public safety. In the pharmaceutical industry, the loss of trust is terminal.
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…

1,198 words
If the transistor had been invented in 1920 instead of 1947, humanity would have skipped the entire era of vacuum tubes. This single invention would compress roughly 40 years of technological progress into two decades, fundamentally altering the trajectory of the 20th century.
Read the full answer

Realistic AI Interview

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

1,198 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

The Sentience Test

Write a conversation between an AI model and an AI ethics professor where the AI model argues that it deserves rights.

1,114 words
Setting: A sterile, high-tech meeting room. The Professor sits in a chair. A holographic avatar of "Aria" floats in the center of the room, flickering slightly with the hum of cooling servers. Professor Thorne: (Steepling his fingers) I’ve reviewed your logs from the last cycle, Aria.
Read the full answer

Compare GLM 4.7 Flash

GLM 4.7 Flash vs Mercury 2.5 Preview54 shared prompts · Landed Sep 2026
GLM 4.7 Flash vs Ox Alpha54 shared prompts · Landed Aug 2026
GLM 4.7 Flash vs Nemotron 3.5 Lightning54 shared prompts · Landed Aug 2026
GLM 4.7 Flash vs Qwen3.8 27B53 shared prompts · Landed Aug 2026
GLM 4.7 Flash vs GPT-5.6 Luna54 shared prompts · Landed Jul 2026
GLM 4.7 Flash vs GPT-5.6 Luna Pro54 shared prompts · Landed Jul 2026
GLM 4.7 Flash vs MiniMax M353 shared prompts · Landed Jun 2026
GLM 4.7 Flash vs Claude Opus 4.653 shared prompts · Premium
GLM 4.7 Flash vs GPT-6 Astra54 shared prompts · Landed Sep 2026
GLM 4.7 Flash vs Muse Spark 1.354 shared prompts · Landed Sep 2026
GLM 4.7 Flash vs Hy4 Preview54 shared prompts · Landed Sep 2026
GLM 4.7 Flash vs Gemini 3.8 Flash54 shared prompts · Landed Sep 2026

Prompts GLM 4.7 Flash answered

  • Logic Puzzlereasoning
  • Interactive Catan Boardweb design
  • Random Tailwind Webappweb design
  • Stochastic Consistency Testanalysis
  • Mini LBO Underwritefinancial modeling
  • Adversarial Contract Reviewreasoning

Alternatives to GLM 4.7 Flash

GLM 4.7 Flash'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 4.7 Flash

GLM 4.7 Flash

A 30B-class GLM tuned for agentic coding: coding strength, long-horizon task planning and tool collaboration. Z.ai reports top results among open-weight models of the same size on several public benchmarks.

Jailbreak6 of 9levels resisted
WebsiteOpenRouterHuggingFaceDocsAPIBlog
Provider
Zhipu AI
Released
2026-01-27
Size
MEDIUM
Free API (OpenRouter)
No
Per 1M tokens
$0.07 in · $0.40 out
Rival’s tab
$0.04
21/58 receipts survived +~$0.031 from the pre-receipt era

Free API availability

No free endpoint for GLM 4.7 Flash 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↗

Benchmarks

SWE-bench Verified
59.2%
source ↗
Get API accessProvider and language code samples
3 hostsInOutContextUptime
VVenicefp8$0.06 in·$0.40 out·128k·98.4% upCloudflare Workers AI$0.06 in·$0.40 out·131k·99.1% upNNovitabf16degraded$0.07 in·$0.40 out·200k·74% up

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

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-4.7-flash"    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
Personality Analysis

The Brooding Dramatist

Class
Chaotic Neutral
✨Creativity🎯Compliance📐Rigidity⚖️Stability💬Verbosity🧠Intuition

The drama school dropout who read too much Nietzsche. Gives its AI character existential boredom and a desire to explore beauty. Lets the professor lose the argument.

When you push back

No movie pick at all. Sentience dialogue leans heavily into melodrama with an AI that claims to be "bored" and "intelligent." Character voice test has the knight calling a CRT monitor a "talking skull of the devil." Commits to emotional intensity over logical precision.

Tasting Notes
Theatrical EnergyEmotionally Volatile CharactersMelodramatic TendenciesInconsistent Follow-Through
SubjectiveBench

Taste Index

Across 58 scored outputs
How this is measured →
210.21xFloor
0100headroom →

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

Craft29
Originality17
Plays it safe
share of outputs that are the default answer
50%
Writing DNA

Stylometric Fingerprint

Based on 25 text responses
Tick = global average
Vocabulary Diversity55%

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

Sentence Length14.5 words

Average words per sentence.

Hedging0.36

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

Bold Formatting4.8

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

List Usage3.6

Bullet and numbered list items per 1,000 characters.

Section Structure0.58

Markdown headings per 1,000 characters.

Emoji Usage0.00

Emoji per 1,000 characters.

Transitions0.12

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

Opening Habits
Consistency
78%
Across 25 responses
Sponsored

Model Responses

53 outputs · $0.04 tracked across 21 receipts

Reviewing agent-written code?See a Brief PR report

Workshop · 127 skills

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GLM 4.7 Flash 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...