Z AI
Released February 11, 2026

GLM 5

GLM 5 by Z AI is a 744B MoE foundation model for agentic engineering, featuring DSA sparse attention, async RL via the Slime framework, and 200K context.

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Model Overview

Capabilities, design details, and architectural traits

GLM 5 - Agentic Engineering Foundation Model

GLM 5 is Z.AI's (Zhipu AI) next-generation foundation model explicitly designed to transition the paradigm of "vibe coding" to agentic engineering - shifting from passive code generation toward autonomous, long-horizon software engineering execution.

Reasoning & Execution

GLM 5 builds on the ARC (Agentic, Reasoning, and Coding) capabilities of its predecessor. The Slime framework enables the model to continuously improve through extended interaction chains - not isolated turn-by-turn feedback. The model supports switchable thinking modes (enabled / disabled) per request via the API.

Benchmark Performance

Independent evaluations · Artificial Analysis

27.9%
Intelligence

Accuracy & Capability Details

GPQA - Graduate Science82.0%
Humanity's Last Exam29.3%
SciCode - Scientific Coding46.2%
Instruction Following72.3%
Long Context Reasoning75.7%
τ²-Bench - Agentic Tasks98.2%
TerminalBench - System Control43.2%

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Model Details
General Info
ProviderZ AIAnthropicAnthropic
Release DateFebruary 11, 2026September 22, 2026September 28, 2026
Knowledge Cutoff--Jun 2026
Context & Limits
Context Window203K
1M
Best Context Window
1M
Best Context Window
Pricing (per 1M tokens)
Input Pricing
$1
Best Input Pricing
$4$2
Output Pricing
$3.20
Best Output Pricing
$20$10
Modalities
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Outputs
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Benchmarks (0-100)
Intelligence Index21.8
57.6
Best Intelligence Index
56.0
Coding Index---
Agentic Index---
GLM 5
Claude Opus 5.5
Claude Sonnet 5.5

Humanity's Last Exam

Extremely difficult logical reasoning and knowledge.

8%
GLM 5
Humanity's Last Exam
Score: 8%
GLM 5
61%
Claude Opus 5.5
Humanity's Last Exam
Score: 61%
Claude Opus 5.5
55%
Claude Sonnet 5.5
Humanity's Last Exam
Score: 55%
Claude Sonnet 5.5

Long Context Reasoning

Logical reasoning over long context windows.

44%
GLM 5
Long Context Reasoning
Score: 44%
GLM 5
85%
Claude Opus 5.5
Long Context Reasoning
Score: 85%
Claude Opus 5.5
83%
Claude Sonnet 5.5
Long Context Reasoning
Score: 83%
Claude Sonnet 5.5

SciCode Benchmark

Scientific coding and mathematical modeling.

38%
GLM 5
SciCode Benchmark
Score: 38%
GLM 5
67%
Claude Opus 5.5
SciCode Benchmark
Score: 67%
Claude Opus 5.5
61%
Claude Sonnet 5.5
SciCode Benchmark
Score: 61%
Claude Sonnet 5.5

Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.

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