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Gemini 3.1 Pro vs Muse Wonder

List-price comparison ·Gemini 3.1 Pro details ·Muse Wonder details

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For a typical workload (100,000 requests / mo), Gemini 3.1 Pro is the cheapest — 44% less than the priciest here ($720.00/mo vs $1,280.00/mo).

 Gemini 3.1 ProMuse Wonder
Input / 1M tokens$2.00$4.00
Output / 1M tokens$12.00$20.00
Typical request (1,200 in + 400 out)$0.0072$0.0128
Context window1,048,576 tokens1,048,576 tokens
Max output65,536 tokens943,718 tokens
Quality score93/10085/100
TierFlagshipFlagship
ProviderGoogleMeta

Projected monthly cost

Requests / moGemini 3.1 ProMuse Wonder
1,000$7.20$12.80
10,000$72.00$128.00
100,000$720.00$1,280.00
Open all in the calculator — adjust volume and token counts →

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.

Muse Wonder

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

More comparisons

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