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Magnum v4 72B vs Gemini 3.1 Pro

List-price comparison ·Magnum v4 72B details ·Gemini 3.1 Pro details

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For a typical workload (100,000 requests / mo), Magnum v4 72B is the cheapest — 22% less than the priciest here ($560.00/mo vs $720.00/mo).

 Magnum v4 72BGemini 3.1 Pro
Input / 1M tokens$3.00$2.00
Output / 1M tokens$5.00$12.00
Typical request (1,200 in + 400 out)$0.0056$0.0072
Context window16,384 tokens1,048,576 tokens
Max output2,048 tokens65,536 tokens
Quality score74/10093/100
TierBalancedFlagship
ProviderAnthraciteGoogle

Projected monthly cost

Requests / moMagnum v4 72BGemini 3.1 Pro
1,000$5.60$7.20
10,000$56.00$72.00
100,000$560.00$720.00
Open all in the calculator — adjust volume and token counts →

Magnum v4 72B

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

Gemini 3.1 Pro

Native audio, video, and document understanding with a ~1M token context window — strong fit for multi-modal RAG and large-document analysis.

Output token cost is steep relative to input, and the largest context windows can be slow to fill — chunk large documents where possible.

More comparisons

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