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GPT-5.4 Nano vs GLM 5.3 Flash

List-price comparison ·GPT-5.4 Nano details ·GLM 5.3 Flash details

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For a typical workload (100,000 requests / mo), GLM 5.3 Flash is the cheapest — 49% less than the priciest here ($38.00/mo vs $74.00/mo).

 GPT-5.4 NanoGLM 5.3 Flash
Input / 1M tokens$0.200$0.150
Output / 1M tokens$1.25$0.500
Typical request (1,200 in + 400 out)$0.0007$0.0004
Context window400k tokens1,310,720 tokens
Max output128k tokens131,072 tokens
Quality score62/10068/100
TierFlashFlash
ProviderOpenAIZ.ai

Projected monthly cost

Requests / moGPT-5.4 NanoGLM 5.3 Flash
1,000$0.74$0.38
10,000$7.40$3.80
100,000$74.00$38.00
Open all in the calculator — adjust volume and token counts →

GPT-5.4 Nano

Cheapest OpenAI option for high-throughput classification, tagging, and routing — ideal as a first-pass filter before a stronger model.

Limited reasoning depth means it should be treated as a triage layer, not a final answer source, for anything business-critical.

GLM 5.3 Flash

Auto-synced from OpenRouter — no editorial write-up yet.

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Vendor list rates · per-request examples assume 1,200 input + 400 output tokens.