Gemini 3.1 Flash Lite Preview is $0.05 cheaper per 1M input tokens (16.7% lower; 1.2x difference).
API cost decision in 10 seconds
Gemini 3.1 Flash Lite Preview vs MiniMax M2-her
Pick MiniMax M2-her for lower cost; pick Gemini 3.1 Flash Lite Preview 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 MiniMax M2-her for lower cost; pick Gemini 3.1 Flash Lite Preview only if the larger context window matters more.
On the standard 1M input plus 500K output workload, MiniMax M2-her is estimated at $0.9 vs $1 for Gemini 3.1 Flash Lite Preview, saving $0.1 (10% lower).
Cost-first pickMiniMax M2-her
Context-first pickGemini 3.1 Flash Lite Preview
Sample savings$0.110%
10x traffic gap$1
Gemini 3.1 Flash Lite Preview has more context, but MiniMax M2-her saves $0.1 on the standard workload. At 10x that traffic, the same price gap is about $1. 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 Flash Lite Preview, balanced workload favors MiniMax M2-her, and output-heavy chatbot favors MiniMax M2-her.
| Workload shape | Token mix | Better pick | Gemini 3.1 Flash Lite Preview | MiniMax M2-her |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Gemini 3.1 Flash Lite Preview | $2 | $2.1 |
| Balanced workload | 1M input + 1M output | MiniMax M2-her | $1.75 | $1.5 |
| Output-heavy chatbot | 1M input + 5M output | MiniMax M2-her | $7.75 | $6.3 |
MiniMax M2-her is $0.3 cheaper per 1M output tokens (20% lower; 1.25x difference).
Gemini 3.1 Flash Lite Preview has 983.04K more context (16x larger).
MiniMax M2-her is $0.1 cheaper on the standard workload (10% 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 Flash Lite Preview has the lower input price; MiniMax M2-her has the lower output price; Gemini 3.1 Flash Lite Preview offers the larger context window. For the 1M input plus 500K output sample, MiniMax M2-her is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $1 for Gemini 3.1 Flash Lite Preview and $0.9 for MiniMax M2-her.
Choose Gemini 3.1 Flash Lite Preview when you care most about lower input-token price, and larger context window.
Choose MiniMax M2-her when you care most about lower output-token price.
- On the standard 1M input plus 500K output workload, MiniMax M2-her is estimated at $0.9 vs $1 for Gemini 3.1 Flash Lite Preview, saving $0.1 (10% lower).
- MiniMax M2-her is $0.1 cheaper on the standard workload (10% lower).
- Gemini 3.1 Flash Lite Preview is $0.05 cheaper per 1M input tokens (16.7% lower; 1.2x difference).
- MiniMax M2-her is $0.3 cheaper per 1M output tokens (20% lower; 1.25x difference).
- Gemini 3.1 Flash Lite Preview has 983.04K more context (16x larger).
| Feature | Gemini 3.1 Flash Lite Preview (Google) | MiniMax M2-her (MiniMax) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.25 | $0.3 |
| Completion Price per 1M tokens | $1.5 | $1.2 |
| Sample Workload Cost 1M input + 500K output | $1 | $0.9 |
| Context Window | 1.05M | 65.54K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | MiniMax M2-her | On the standard 1M input plus 500K output workload, MiniMax M2-her is estimated at $0.9 vs $1 for Gemini 3.1 Flash Lite Preview, saving $0.1 (10% lower). |
| High-volume input processing | Gemini 3.1 Flash Lite Preview | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | MiniMax M2-her | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Gemini 3.1 Flash Lite Preview | 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 3.1 Flash Lite Preview when lower sample workload cost matters most: $0.
- Gemma 4 31B (free) can replace Gemini 3.1 Flash Lite Preview when lower sample workload cost matters most: $0.
- Lyria 3 Pro Preview can replace Gemini 3.1 Flash Lite Preview when lower sample workload cost matters most: $0.
- Lyria 3 Clip Preview can replace Gemini 3.1 Flash Lite Preview when lower sample workload cost matters most: $0.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
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- Hy3 preview · Tencent · #2
- Claude Opus 4.7 · Anthropic · #3
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Open MiniMax modelsGemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality and approaches Gemini 2.5 Flash performance across...
MiniMax M2-her is a dialogue-first large language model built for immersive roleplay, character-driven chat, and expressive multi-turn conversations. Designed to stay consistent in tone and personality, it supports rich message...