Gemini 3.7 Flash (batch) is $0.25 cheaper per 1M input tokens (56.9% lower; 2.32x difference).
API cost decision in 10 seconds
NewGemini 3.7 Flash (batch) vs MiMo-V2.5-Pro
Pick Gemini 3.7 Flash (batch) for lower cost; pick MiMo-V2.5-Pro only if the larger context window matters more.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Gemini 3.7 Flash (batch) for lower cost; pick MiMo-V2.5-Pro only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Gemini 3.7 Flash (batch) is estimated at $0.66 vs $0.87 for MiMo-V2.5-Pro, saving $0.21 (24.6% lower).
Cost-first pickGemini 3.7 Flash (batch)
Context-first pickMiMo-V2.5-Pro
Sample savings$0.2124.6%
10x traffic gap$2.14
MiMo-V2.5-Pro has more context, but Gemini 3.7 Flash (batch) saves $0.21 on the standard workload. At 10x that traffic, the same price gap is about $2.14. 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 3.7 Flash (batch), balanced workload favors Gemini 3.7 Flash (batch), and output-heavy chatbot favors MiMo-V2.5-Pro.
| Workload shape | Token mix | Better pick | Gemini 3.7 Flash (batch) | MiMo-V2.5-Pro |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Gemini 3.7 Flash (batch) | $1.41 | $2.61 |
| Balanced workload | 1M input + 1M output | Gemini 3.7 Flash (batch) | $1.12 | $1.3 |
| Output-heavy chatbot | 1M input + 5M output | MiMo-V2.5-Pro | $4.88 | $4.78 |
MiMo-V2.5-Pro is $0.07 cheaper per 1M output tokens (7.2% lower; 1.08x difference).
MiMo-V2.5-Pro has 1.42K more context (1x larger).
Gemini 3.7 Flash (batch) is $0.21 cheaper on the standard workload (24.6% 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 3.7 Flash (batch) has the lower input price; MiMo-V2.5-Pro has the lower output price; MiMo-V2.5-Pro offers the larger context window. For the 1M input plus 500K output sample, Gemini 3.7 Flash (batch) is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.66 for Gemini 3.7 Flash (batch) and $0.87 for MiMo-V2.5-Pro.
Choose Gemini 3.7 Flash (batch) when you care most about lower input-token price.
Choose MiMo-V2.5-Pro when you care most about lower output-token price, and larger context window.
- On the standard 1M input plus 500K output workload, Gemini 3.7 Flash (batch) is estimated at $0.66 vs $0.87 for MiMo-V2.5-Pro, saving $0.21 (24.6% lower).
- Gemini 3.7 Flash (batch) is $0.21 cheaper on the standard workload (24.6% lower).
- Gemini 3.7 Flash (batch) is $0.25 cheaper per 1M input tokens (56.9% lower; 2.32x difference).
- MiMo-V2.5-Pro is $0.07 cheaper per 1M output tokens (7.2% lower; 1.08x difference).
- MiMo-V2.5-Pro has 1.42K more context (1x larger).
| Feature | NewGemini 3.7 Flash (batch) (Google) | MiMo-V2.5-Pro (Xiaomi) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.1875 | $0.435 |
| Completion Price per 1M tokens | $0.9375 | $0.87 |
| Sample Workload Cost 1M input + 500K output | $0.66 | $0.87 |
| Context Window | 1.05M | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Gemini 3.7 Flash (batch) | On the standard 1M input plus 500K output workload, Gemini 3.7 Flash (batch) is estimated at $0.66 vs $0.87 for MiMo-V2.5-Pro, saving $0.21 (24.6% lower). |
| High-volume input processing | Gemini 3.7 Flash (batch) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | MiMo-V2.5-Pro | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | MiMo-V2.5-Pro | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Gemma 4 26B A4B (free) can replace Gemini 3.7 Flash (batch) when lower sample workload cost matters most: $0.
- Gemma 4 31B (free) can replace Gemini 3.7 Flash (batch) when lower sample workload cost matters most: $0.
- Lyria 3 Pro Preview can replace Gemini 3.7 Flash (batch) when lower sample workload cost matters most: $0.
- Lyria 3 Clip Preview can replace Gemini 3.7 Flash (batch) when lower sample workload cost matters most: $0.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.17 sample workload cost.
- DeepSeek V4 Flash Latest offers 1.31M context with $0.11 sample workload cost.
- Llama 4 Scout offers 1.31M context with $0.25 sample workload cost.
- DeepSeek V4 Flash 0731 · DeepSeek · #1
- MiMo-V2.5 · Xiaomi · #2
- Hy3 · Tencent · #3
- Ox Alpha · stealth · #4
Cheaper alternatives
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Open Xiaomi modelsGemini 3.7 Flash is a multimodal model from Google for fast agentic workflows, coding, and complex multi-step reasoning. It is designed for tasks that require responsive performance and reliable multi-step...
MiMo-V2.5-Pro is Xiaomi’s flagship model, delivering strong performance in general agentic capabilities, complex software engineering, and long-horizon tasks, with top rankings on benchmarks such as ClawEval, GDPVal, and SWE-bench Pro....