Z.ai: GLM 4.6

Z.ai: GLM 4.6

z-ai · Released Sep 30, 2025 Professional
Intelligence #10 / 576
82.0 Our Score
Speed #217 / 268
50.4 tokens / sec
Input #369 / 576
$0.430 per 1M tokens
Output #372 / 576
$1.74 per 1M tokens
Context #191 / 576
202,752 tokens

Analysis Summary

GLM 4.6 from Z.ai is a capable model with an intelligence index of 32.5 and a standout agentic index of 47.7, placing it among the stronger agentic models in its price tier. The livecodebench score of 0.695 and coding index of 29.5 show solid coding capability. Tool use and function calling are supported, and the 202K context window handles long documents well.

The absence of vision limits it to text-only pipelines. At $0.43 input and $1.74 output per million tokens, pricing is reasonable for its agentic and coding capability. It suits multi-step automation, structured data workflows, and coding assistance where vision is not required.

A -4 regional accessibility adjustment applies. For teams already integrated with Z.ai's platform, GLM 4.6 is a strong agentic and coding option; for businesses prioritising Western provider support, Claude Sonnet 4.5 offers significantly stronger benchmarks at a higher price point.

Assessed June 6, 2026

Editorial notes

Z.ai GLM 4.6 delivers a strong agentic index of 47.7 and GPQA of 0.780 with tool use and function calling at moderate cost, though the regional penalty applies and vision is absent.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence5.1Technical5.5Value7.5Content5.6
Intelligence 5.1/10
Technical 5.5/10
Content 5.6/10
Value 7.5/10

How Z.ai: GLM 4.6 compares

Z.ai: GLM 4.6 ranks #93 of 377 AI models we track for overall intelligence, #92 of 314 for coding, #96 of 289 for agentic tasks. Its 203K-token context window is larger than 67% of the models we list. At $0.43 per million input tokens it is cheaper than 36% of comparable models.

About Z.ai: GLM 4.6

Compared with GLM-4.5, this generation brings several key improvements: Longer context window: The context window has been expanded from 128K to 200K tokens, enabling the model to handle more complex..

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

32.5 Intelligence Index
29.5 Coding Index
47.7 Agentic Index
86 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 78% Graduate-level scientific reasoning
HLE 13.3% Humanity's Last Exam
MMLU Pro 82.9% Multi-task language understanding
AIME 2025 86% Competition mathematics (2025)
SciCode 38.4% Scientific computing

Technical

LiveCodeBench 69.5% Live coding evaluation
TerminalBench Hard 25% Agentic terminal tasks
τ²-Bench 70.5% Conversational agent benchmark

Content

IFBench 43.4% Instruction following
LCR 54.3% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does Z.ai: GLM 4.6 stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID z-ai/glm-4.6
Providerz-ai
Release Date September 30, 2025
Context Length202,752 tokens
Max Completion131,072 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.43 $0.000430
Output $1.74 $0.001740

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

97.8%
Avg Uptime
523ms
Best Latency (TTFT)
33 tok/s
Best Throughput
2/5
Active Endpoints
Available via: DeepInfra, Novita, Z.AI, AtlasCloud, Venice

Leaderboard Categories

Frequently asked questions about Z.ai: GLM 4.6

How much does Z.ai: GLM 4.6 cost?

Z.ai: GLM 4.6 costs $0.43 per million input tokens and $1.74 per million output tokens.

What is the context window of Z.ai: GLM 4.6?

Z.ai: GLM 4.6 has a context window of 202,752 tokens (203K).

Is Z.ai: GLM 4.6 good for coding?

On our coding benchmark index, Z.ai: GLM 4.6 ranks #92 of 314 models, placing it in the broader range of the field for code generation and debugging.

What can Z.ai: GLM 4.6 do?

Z.ai: GLM 4.6 supports tool use and function calling.

Who created Z.ai: GLM 4.6?

Z.ai: GLM 4.6 is developed by Z.ai and was released on September 30, 2025.