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GPT-5.4 Nano vs Ling 3.0 Flash Fin

List-price comparison ·GPT-5.4 Nano details ·Ling 3.0 Flash Fin details

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For a typical workload (100,000 requests / mo), Ling 3.0 Flash Fin is the cheapest — 81% less than the priciest here ($14.40/mo vs $74.00/mo).

 GPT-5.4 NanoLing 3.0 Flash Fin
Input / 1M tokens$0.200$0.060
Output / 1M tokens$1.25$0.180
Typical request (1,200 in + 400 out)$0.0007$0.0001
Context window400k tokens262,144 tokens
Max output128k tokens235,929 tokens
Quality score62/10062/100
TierFlashFlash
ProviderOpenAIInclusionAI

Projected monthly cost

Requests / moGPT-5.4 NanoLing 3.0 Flash Fin
1,000$0.74$0.144
10,000$7.40$1.44
100,000$74.00$14.40
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.

Ling 3.0 Flash Fin

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.