AI model comparison

GLM 4.7 Flash vs GLM 4.5 Air

Pricing, context window, benchmarks, and features compared side by side. Or skip the guesswork and send one prompt to both.

As a 30B-class SOTA model, GLM-4.7-Flash offers a new option that balances performance and efficiency.

Input / 1M
$0.06
Output / 1M
$0.40
Context
200K

GLM-4.5-Air is the lightweight variant of our latest flagship model family, also purpose-built for agent-centric applications.

Input / 1M
$0.13
Output / 1M
$0.85
Context
131K

At a glance

Quick verdict

How the two models stack up on the things people ask about most.

Lower price

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GLM 4.7 Flash

2.1x cheaper for a typical chat

Higher intelligence score

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GLM 4.7 Flash

14.9 vs 11.1 on Artificial Analysis

Larger context window

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GLM 4.7 Flash

200K vs 131K tokens

Newer release

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GLM 4.7 Flash

Released January 19, 2026

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

z-ai logoGLM 4.7 Flash14.9
z-ai logoGLM 4.5 Air11.1

Coding index

z-ai logoGLM 4.7 FlashNot available
z-ai logoGLM 4.5 AirNot available

Agentic index

z-ai logoGLM 4.7 FlashNot available
z-ai logoGLM 4.5 AirNot available

Pricing

GLM 4.7 Flash vs GLM 4.5 Air API pricing

Per-token API rates. Cheaper option highlighted.

Metricz-ai logoGLM 4.7 Flashz-ai logoGLM 4.5 Air
Input tokensPer 1M tokens$0.06$0.13
Output tokensPer 1M tokens$0.40$0.85
Cached input (read)Per 1M tokensNot available$0.03
Cache writePer 1M tokensNot availableNot available

What it costs in practice

Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.

Chat message

2K in, 500 out

z-ai logoGLM 4.7 Flash$0.32
z-ai logoGLM 4.5 Air$0.69

Coding task

30K in, 4K out

z-ai logoGLM 4.7 Flash$3.42
z-ai logoGLM 4.5 Air$7.30$4.15 cached

Long document summary

150K in, 2K out

z-ai logoGLM 4.7 Flash$9.88
z-ai logoGLM 4.5 Air$21.20$5.45 cached

Specs

Context window and capabilities

How much each model can read, how much it can write, and what it accepts as input.

Metricz-ai logoGLM 4.7 Flashz-ai logoGLM 4.5 Air
Context window200K tokens131K tokens
Max output118K tokens98K tokens
Input typesTextText
Output typesTextText
Reasoning effort levelsNot availableNot available
Default reasoning effortNot availableNot available
Release dateJanuary 19, 2026July 25, 2025

Features

Supported features

API features available for each model.

Metricz-ai logoGLM 4.7 Flashz-ai logoGLM 4.5 Air
Tool callingSupportedSupported
Structured outputsSupportedNot supported
JSON modeSupportedNot supported
ReasoningSupportedSupported
TemperatureSupportedSupported
Stop sequencesSupportedSupported
Deterministic seedSupportedSupported
Verbosity controlNot supportedNot supported

Our take

GLM 4.7 Flash is 2.1x cheaper for a typical chat. GLM 4.7 Flash scores higher on the Artificial Analysis Intelligence Index (14.9 vs 11.1). GLM 4.7 Flash has the larger context window (200K vs 131K tokens). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.

FAQ

Frequently asked questions

Is GLM 4.7 Flash or GLM 4.5 Air cheaper?

GLM 4.7 Flash is cheaper for a typical chat (2K input tokens and 500 output tokens). GLM 4.7 Flash costs $0.06 per 1M input tokens and $0.40 per 1M output tokens, while GLM 4.5 Air costs $0.13 per 1M input tokens and $0.85 per 1M output tokens.

Which has a bigger context window, GLM 4.7 Flash or GLM 4.5 Air?

GLM 4.7 Flash supports up to 200K tokens of context, compared with 131K for GLM 4.5 Air.

Is GLM 4.7 Flash smarter than GLM 4.5 Air?

On the Artificial Analysis Intelligence Index, GLM 4.7 Flash scores 14.9 and GLM 4.5 Air scores 11.1, putting GLM 4.7 Flash ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.

Can I use GLM 4.7 Flash and GLM 4.5 Air at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see GLM 4.7 Flash and GLM 4.5 Air answer side by side and keep the better response.

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Why choose? Ask both.

Send one prompt to GLM 4.7 Flash and GLM 4.5 Air at the same time. Compare the answers side by side and keep the best one.