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GPT-5.4 mini vs GLM 4.6

Token pricing, context window and real monthly cost, side by side. GLM 4.6 is the cheaper of the two for a typical workload — about 2.2× less.

cheaper for a typical workload
GLM 4.6
saves 55% vs GPT-5.4 mini at 1,500 in / 500 out × 200,000/mo
GPT-5.4 mini $675/mo
GLM 4.6 $303/mo
GPT-5.4 mini versus GLM 4.6 specifications and price.
metric GPT-5.4 mini GLM 4.6
Input / 1M $0.75 $0.43
Output / 1M $4.50 $1.74
Context 400K 203K
Cost @ typical workload $675/mo $303/mo
Modality text + image Text only
Price source list routed
Provider OpenAI Z.AI

Snapshot . Cost uses a typical workload; tune it in the calculator. How we measure →

Which should you pick?

On a typical workload, GLM 4.6 costs $303/mo against GPT-5.4 mini's $675/mo — roughly 2.2× cheaper. But the ranking depends on your output-to-input ratio: output is the pricier direction for both, so an output-heavy job (code generation, long answers) widens the gap while an input-heavy one (summarization, retrieval) narrows it. If you need to fit more in a single prompt, GPT-5.4 mini has the larger 400K-token window (~600 pages). Only GPT-5.4 mini accepts image input — decisive if your prompts include images.

These are list and routed market prices, not measured outcomes. Two models at the same rate can still cost different amounts to finish the same task, because verbose or reasoning-heavy models emit more tokens. That gap is exactly what measured cost-per-task captures.

Frequently asked questions

Is GPT-5.4 mini or GLM 4.6 cheaper?

For a typical workload (1,500 input + 500 output tokens × 200,000 requests/month), GLM 4.6 costs $303/mo versus $675/mo for GPT-5.4 mini — about 2.2× less. Because output is priced higher than input, the winner can flip if your workload writes much more or less than this; check your own numbers in the calculator.

What's the main difference between GPT-5.4 mini and GLM 4.6?

On price, GPT-5.4 mini is $0.75/$4.50 per 1M (in/out) and GLM 4.6 is $0.43/$1.74. GPT-5.4 mini has the larger context window at 400K tokens. GPT-5.4 mini also accepts image input, while GLM 4.6 is text-only.

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