MiniMax M2 is $0.24 cheaper per 1M input tokens (49% lower; 1.96x difference).
API cost decision in 10 seconds
Nano Banana 2 (Gemini 3.1 Flash Image Preview) vs MiniMax M2
Pick MiniMax M2 when budget and context both matter.
Pricing data updated:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick MiniMax M2 when budget and context both matter.
On the standard 1M input plus 500K output workload, MiniMax M2 is estimated at $0.76 vs $2 for Nano Banana 2 (Gemini 3.1 Flash Image Preview), saving $1.25 (62.3% lower).
Cost-first pickMiniMax M2
Context-first pickMiniMax M2
Sample savings$1.2562.3%
10x traffic gap$12.45
MiniMax M2 is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $12.45. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
MiniMax M2 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Nano Banana 2 (Gemini 3.1 Flash Image Preview) | MiniMax M2 |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | MiniMax M2 | $4 | $1.77 |
| Balanced workload | 1M input + 1M output | MiniMax M2 | $3.5 | $1.25 |
| Output-heavy chatbot | 1M input + 5M output | MiniMax M2 | $15.5 | $5.25 |
MiniMax M2 is $2 cheaper per 1M output tokens (66.7% lower; 3x difference).
MiniMax M2 has 73.73K more context (1.56x larger).
MiniMax M2 is $1.25 cheaper on the standard workload (62.3% 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
MiniMax M2 has the lower input price; MiniMax M2 has the lower output price; MiniMax M2 offers the larger context window. For the 1M input plus 500K output sample, MiniMax M2 is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $2 for Nano Banana 2 (Gemini 3.1 Flash Image Preview) and $0.76 for MiniMax M2.
Choose Nano Banana 2 (Gemini 3.1 Flash Image Preview) when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
Choose MiniMax M2 when you care most about lower input-token price, lower output-token price, and larger context window.
- On the standard 1M input plus 500K output workload, MiniMax M2 is estimated at $0.76 vs $2 for Nano Banana 2 (Gemini 3.1 Flash Image Preview), saving $1.25 (62.3% lower).
- MiniMax M2 is $1.25 cheaper on the standard workload (62.3% lower).
- MiniMax M2 is $0.24 cheaper per 1M input tokens (49% lower; 1.96x difference).
- MiniMax M2 is $2 cheaper per 1M output tokens (66.7% lower; 3x difference).
- MiniMax M2 has 73.73K more context (1.56x larger).
| Feature | Nano Banana 2 (Gemini 3.1 Flash Image Preview) (Google) | MiniMax M2 (MiniMax) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.5 | $0.255 |
| Completion Price per 1M tokens | $3 | $1 |
| Sample Workload Cost 1M input + 500K output | $2 | $0.76 |
| Context Window | 131.07K | 204.8K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | MiniMax M2 | On the standard 1M input plus 500K output workload, MiniMax M2 is estimated at $0.76 vs $2 for Nano Banana 2 (Gemini 3.1 Flash Image Preview), saving $1.25 (62.3% lower). |
| High-volume input processing | MiniMax M2 | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | MiniMax M2 | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | MiniMax M2 | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Gemma 4 26B A4B (free) can replace Nano Banana 2 (Gemini 3.1 Flash Image Preview) when lower sample workload cost matters most: $0.
- Gemma 4 31B (free) can replace Nano Banana 2 (Gemini 3.1 Flash Image Preview) when lower sample workload cost matters most: $0.
- Lyria 3 Pro Preview can replace Nano Banana 2 (Gemini 3.1 Flash Image Preview) when lower sample workload cost matters most: $0.
- Lyria 3 Clip Preview can replace Nano Banana 2 (Gemini 3.1 Flash Image Preview) when lower sample workload cost matters most: $0.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
- Gemini 3.1 Flash Lite offers 1.05M context with $1 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
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Open provider hubsGoogle catalog
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Open Google modelsMiniMax catalog
Check other MiniMax models with comparable pricing, context, or release timing.
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