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GPT-5.4 Mini vs Morph V3 Large

List-price comparison ·GPT-5.4 Mini details ·Morph V3 Large details

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For a typical workload (100,000 requests / mo), Morph V3 Large is the cheapest — 32% less than the priciest here ($184.00/mo vs $270.00/mo).

 GPT-5.4 MiniMorph V3 Large
Input / 1M tokens$0.750$0.900
Output / 1M tokens$4.50$1.90
Typical request (1,200 in + 400 out)$0.0027$0.0018
Context window400k tokens262,144 tokens
Max output128k tokens131,072 tokens
Quality score80/10072/100
TierBalancedBalanced
ProviderOpenAIMorph

Projected monthly cost

Requests / moGPT-5.4 MiniMorph V3 Large
1,000$2.70$1.84
10,000$27.00$18.40
100,000$270.00$184.00
Open all in the calculator — adjust volume and token counts →

GPT-5.4 Mini

Good default for everyday chat, summarization, and lightweight agent steps where GPT-5.4-level reasoning isn't required.

Quality gap widens on long, multi-hop reasoning tasks — needs careful prompt design to avoid silent failures on edge cases.

Morph V3 Large

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

More comparisons

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