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GLM 4.6 vs Llama 3.1 70B Hanami x1 (Comparative Analysis)

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Comparative Analysis: GLM 4.6 vs. Llama 3.1 70B Hanami x1
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Overview

Llama 3.1 70B Hanami x1 was released 8 months before GLM 4.6.
GLM 4.6GLM 4.6
Llama 3.1 70B Hanami x1Llama 3.1 70B Hanami x1
Model Provider
The organization behind this AI's development
Z.AI logoZ.AI
Sao10K logoSao10K
Input Context Window
Maximum input tokens this model can process at once
202.8K
tokens
16K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
202.8K
tokens
Not specified
tokens
Release Date
When this model first became publicly available
September 30th, 2025
January 8th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
GLM 4.6
Llama 3.1 70B Hanami x1
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
OtherLlama3
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
ProprietaryAvailable on HuggingFace →

Pricing

GLM 4.6 is roughly 0.1x less expensive compared to Llama 3.1 70B Hanami x1 for input tokens and roughly 0.6x less expensive for output tokens.
GLM 4.6GLM 4.6
Llama 3.1 70B Hanami x1Llama 3.1 70B Hanami x1
Input Token Cost
Cost per million input tokens
$0.40
per million tokens
$3.00
per million tokens
Output Token Cost
Cost per million outut tokens
$1.75
per million tokens
$3.00
per million tokens

Benchmarks

Compare relevant benchmarks between GLM 4.6 and Llama 3.1 70B Hanami x1.
GLM 4.6GLM 4.6
Llama 3.1 70B Hanami x1Llama 3.1 70B Hanami x1
MMLU
Measures knowledge across 57 subjects like law, math, history, and science
Benchmark not available.
Benchmark not available.
MMMU
Measures understanding of combined text and images across various domains
Benchmark not available.
Benchmark not available.
HellaSwag
Measures common sense reasoning by having models complete sentences about everyday situations
Benchmark not available.
Benchmark not available.

At a Glance

Quick overview of what makes GLM 4.6 and Llama 3.1 70B Hanami x1 unique.
Z.AI logoGLM 4.6 by Z.AI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 202.8K token context window. Very affordable at $0.40/M input and $1.75/M output tokens. Released September 30th, 2025.
Sao10K logoLlama 3.1 70B Hanami x1 by Sao10K is a text-based AI model. It can handle standard conversations with its 16K token context window. Reasonably priced at $3.00/M input and $3.00/M output tokens. Released January 8th, 2025.

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