Gemma 2 9B Instruct vs Gemma 3 12B: the real cost to run each

The honest, $0-markup cost to run Gemma 2 9B Instruct (Google, 9B) and Gemma 3 12B (Google, 12B), side by side — free on your own machine, on your own rented GPU at the vendor's price, or via your own API key.

Gemma 2 9B Instruct vs Gemma 3 12B — cost comparison

Which should you pick?

• Easiest to run locally: Gemma 2 9B Instruct (needs ~9.0 GB VRAM at its default quant).
• Cheapest via your own API key: Gemma 2 9B Instruct ($0.06/1M blended).
• Cheapest to rent by the hour: Gemma 2 9B Instruct (from $0.06/hr on one rented box).
• Longest context: Gemma 3 12B (131.1K tokens).

VRAM, size, context and license are facts from the catalog and the shared cost engine; API prices are real where we have them (labeled "est." otherwise). We don't rank model quality or quote benchmarks here.

Full cost breakdown: Gemma 2 9B Instruct →
Full cost breakdown: Gemma 3 12B →

Open the free Spanvero advisor → to compare them live for your exact workload and hardware.

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• Gemma 2 9B Instruct vs Qwen3-8B
• Gemma 3 12B vs Qwen2.5 14B Instruct

Spanvero · All comparisons · Prices as of 2026-07-06. $0 markup, your own accounts, we never resell compute. © 2026 Cynosure LLC.