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ZGLM 4.6VOPEN

GLM-4.6V is a large multimodal model designed for high-fidelity visual understanding and long-context reasoning across images, documents, and mixed media.

131KContext window · tokens
$0.3Input price · per M tokens
$0.9Output price · per M tokens
Z.AIProvider

Prices update automatically — checked daily against provider list prices.

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Benchmarks & performance

Independent benchmark scores for GLM 4.6V, measured by Artificial Analysis. Higher is better. Measurement mode: Non-reasoning.

3.8×
More intelligence per dollar than Claude Opus 5 (Fast).
For the same budget, GLM 4.6V delivers 3.8 times more capability. Open weights also mean you can self-host it and pay nothing per token.
Intelligence index10.9
Math index26.3
GPQA56.6%
MMLU-Pro75.2%
Humanity's Last Exam3.7%
Long Context Reasoning14.3%
LiveCodeBench41.1%
SciCode27.2%
AIME 202526.3%
IFBench27.9%
τ²-Bench30.7%
Terminal-Bench Hard3%
💰 Blended price$0.45 / 1M tokens
📈 Value24.2 intelligence points per $
vs. models measured heretop 81%
Scores higher than 19% of the 273 models measured by Artificial Analysis and tracked here.
Models at this level cost $0.22 per 1M tokens (median of 23) — this one costs $0.45.
Cheaper and better on this index: GLM 5.3 Flash · Gemini 3.7 Flash (batch) · GPT-5.6 Luna (batch) and 46 more
Benchmark data by Artificial Analysis

About this model

GLM 4.6V is an open-weight AI model by Z.AI. You can download and self-host it for free; the prices below are hosted-API list prices, tracked daily, for when you prefer convenience over self-hosting.

Frequently asked questions

What is GLM 4.6V?

GLM 4.6V is an AI language model from Z.AI. It is open-weight: you can download it and run it on your own hardware, for free. It scores 10.9 on the Artificial Analysis intelligence index.

Is GLM 4.6V free?

The weights are free and open — you can self-host GLM 4.6V and pay nothing per token. If you prefer a hosted API, list prices are $0.3 per million input tokens and $0.9 per million output tokens.

What is GLM 4.6V good at?

Independent benchmarks from Artificial Analysis give it GPQA 56.6%, MMLU-Pro 75.2%, Humanity's Last Exam 3.7%, Long Context Reasoning 14.3%, LiveCodeBench 41.1%, SciCode 27.2%, AIME 2025 26.3%, IFBench 27.9%, τ²-Bench 30.7%, Terminal-Bench Hard 3%. It is particularly used for mathematical reasoning.

Can I self-host GLM 4.6V?

Yes. GLM 4.6V has open weights, so you can download it and run it on your own GPU or server with tools like Ollama, vLLM or llama.cpp — with no per-token cost.

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