Side-by-side comparison of pricing, task quality, and projected cost at higher scale.
Pricing
Gemini 3.1 Pro Custom Tools
Mid-tierQwen 3.8 Max
FlagshipQuality
Guidance
At scale
Gemini 3.1 Pro Custom Tools and Qwen 3.8 Max perform similarly across all tracked tasks. Pick based on pricing and provider preference.
Both models have the same input pricing at $2.00/MTok. Compare output pricing: $12.00 vs $6.00/MTok.
Gemini 3.1 Pro Custom Tools has a 1.0M token context window. Qwen 3.8 Max has a 1M token context window.
Per-call cost calculators, provider lineups, and price history for both models on this page.
Gemini 3.1 Pro Custom Tools pricing & benchmarks
$2.00 / $12.00 per MTok
Gemini 3.1 Pro Custom Tools cost calculator
All Gemini models
Gemini 3.1 Pro Custom Tools pricing history
Qwen 3.8 Max pricing & benchmarks
$2.00 / $6.00 per MTok
Qwen 3.8 Max cost calculator
All Alibaba (Qwen) models
Qwen 3.8 Max pricing history
How Gemini 3.1 Pro Custom Tools and Qwen 3.8 Max stack up against the rest of the field.
Comparisons show estimated costs at list price. The dashboard reveals your real spend and savings.