Gemini 3.1 Pro Preview Custom Tools is $0.5 cheaper per 1M input tokens (20% lower; 1.25x difference).
API cost decision in 10 seconds
NewQwen3.7 Max vs Gemini 3.1 Pro Preview Custom Tools
Pick Qwen3.7 Max for lower cost; pick Gemini 3.1 Pro Preview Custom Tools only if the larger context window matters more.
Pricing data updated:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Qwen3.7 Max for lower cost; pick Gemini 3.1 Pro Preview Custom Tools only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Qwen3.7 Max is estimated at $6.25 vs $8 for Gemini 3.1 Pro Preview Custom Tools, saving $1.75 (21.9% lower).
Cost-first pickQwen3.7 Max
Context-first pickGemini 3.1 Pro Preview Custom Tools
Sample savings$1.7521.9%
10x traffic gap$17.5
Gemini 3.1 Pro Preview Custom Tools has more context, but Qwen3.7 Max saves $1.75 on the standard workload. At 10x that traffic, the same price gap is about $17.5. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Cost winner changes by workload shape: input-heavy / RAG favors Gemini 3.1 Pro Preview Custom Tools, balanced workload favors Qwen3.7 Max, and output-heavy chatbot favors Qwen3.7 Max.
| Workload shape | Token mix | Better pick | Qwen3.7 Max | Gemini 3.1 Pro Preview Custom Tools |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Gemini 3.1 Pro Preview Custom Tools | $16.25 | $16 |
| Balanced workload | 1M input + 1M output | Qwen3.7 Max | $10 | $14 |
| Output-heavy chatbot | 1M input + 5M output | Qwen3.7 Max | $40 | $62 |
Qwen3.7 Max is $4.5 cheaper per 1M output tokens (37.5% lower; 1.6x difference).
Gemini 3.1 Pro Preview Custom Tools has 48.76K more context (1.05x larger).
Qwen3.7 Max is $1.75 cheaper on the standard workload (21.9% lower).
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
Gemini 3.1 Pro Preview Custom Tools has the lower input price; Qwen3.7 Max has the lower output price; Gemini 3.1 Pro Preview Custom Tools offers the larger context window. For the 1M input plus 500K output sample, Qwen3.7 Max is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $6.25 for Qwen3.7 Max and $8 for Gemini 3.1 Pro Preview Custom Tools.
Choose Qwen3.7 Max when you care most about lower output-token price.
Choose Gemini 3.1 Pro Preview Custom Tools when you care most about lower input-token price, and larger context window.
- On the standard 1M input plus 500K output workload, Qwen3.7 Max is estimated at $6.25 vs $8 for Gemini 3.1 Pro Preview Custom Tools, saving $1.75 (21.9% lower).
- Qwen3.7 Max is $1.75 cheaper on the standard workload (21.9% lower).
- Gemini 3.1 Pro Preview Custom Tools is $0.5 cheaper per 1M input tokens (20% lower; 1.25x difference).
- Qwen3.7 Max is $4.5 cheaper per 1M output tokens (37.5% lower; 1.6x difference).
- Gemini 3.1 Pro Preview Custom Tools has 48.76K more context (1.05x larger).
| Feature | NewQwen3.7 Max (Qwen) | Gemini 3.1 Pro Preview Custom Tools (Google) |
|---|---|---|
| Input Price prompt tokens per 1M | $2.5 | $2 |
| Completion Price per 1M tokens | $7.5 | $12 |
| Sample Workload Cost 1M input + 500K output | $6.25 | $8 |
| Context Window | 1M | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Qwen3.7 Max | On the standard 1M input plus 500K output workload, Qwen3.7 Max is estimated at $6.25 vs $8 for Gemini 3.1 Pro Preview Custom Tools, saving $1.75 (21.9% lower). |
| High-volume input processing | Gemini 3.1 Pro Preview Custom Tools | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Qwen3.7 Max | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Gemini 3.1 Pro Preview Custom Tools | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Qwen3 Next 80B A3B Instruct (free) can replace Qwen3.7 Max when lower sample workload cost matters most: $0.
- Qwen3 Coder 480B A35B (free) can replace Qwen3.7 Max when lower sample workload cost matters most: $0.
- Qwen2.5 7B Instruct can replace Qwen3.7 Max when lower sample workload cost matters most: $0.09.
- Qwen3.5-9B can replace Qwen3.7 Max when lower sample workload cost matters most: $0.11.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 Multi-Agent offers 2M context with $5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- GPT-5.4 offers 1.05M context with $10 sample workload cost.
- No popular competitor is currently available.
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
Find models with larger context windows for RAG, long documents, and codebase review.
Open largest context modelsProvider catalogs
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsQwen catalog
Review all tracked Qwen models before deciding whether this matchup is the right shortlist.
Open Qwen modelsGoogle catalog
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