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Gemini 3.1 Pro Preview (batch) vs GPT-5.4 Mini

List-price comparison ·Gemini 3.1 Pro Preview (batch) details ·GPT-5.4 Mini details

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For a typical workload (100,000 requests / mo), GPT-5.4 Mini is the cheapest — 25% less than the priciest here ($270.00/mo vs $360.00/mo).

 Gemini 3.1 Pro Preview (batch)GPT-5.4 Mini
Input / 1M tokens$1.00$0.750
Output / 1M tokens$6.00$4.50
Typical request (1,200 in + 400 out)$0.0036$0.0027
Context window1,048,576 tokens400k tokens
Max output65,536 tokens128k tokens
Quality score90/10080/100
TierFlagshipBalanced
ProviderGoogleOpenAI

Projected monthly cost

Requests / moGemini 3.1 Pro Preview (batch)GPT-5.4 Mini
1,000$3.60$2.70
10,000$36.00$27.00
100,000$360.00$270.00
Open all in the calculator — adjust volume and token counts →

Gemini 3.1 Pro Preview (batch)

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

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.

More comparisons

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