MiniMax M3 (batch) is $0.15 cheaper per 1M input tokens (33.3% lower; 1.5x difference).
API cost decision in 10 seconds
Inkling Small vs MiniMax M3 (batch)
Pick MiniMax M3 (batch) for lower cost; pick Inkling Small 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 M3 (batch) for lower cost; pick Inkling Small only if the larger context window matters more.
On the standard 1M input plus 500K output workload, MiniMax M3 (batch) is estimated at $0.9 vs $1.05 for Inkling Small, saving $0.15 (14.3% lower).
Cost-first pickMiniMax M3 (batch)
Context-first pickInkling Small
Sample savings$0.1514.3%
10x traffic gap$1.5
Inkling Small has more context, but MiniMax M3 (batch) saves $0.15 on the standard workload. At 10x that traffic, the same price gap is about $1.5. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
MiniMax M3 (batch) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Inkling Small | MiniMax M3 (batch) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | MiniMax M3 (batch) | $2.85 | $2.1 |
| Balanced workload | 1M input + 1M output | MiniMax M3 (batch) | $1.65 | $1.5 |
| Output-heavy chatbot | 1M input + 5M output | MiniMax M3 (batch) | $6.45 | $6.3 |
Both models report the same output price at $1.2 per 1M tokens.
Inkling Small has 524.29K more context (2x larger).
MiniMax M3 (batch) is $0.15 cheaper on the standard workload (14.3% 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 M3 (batch) has the lower input price; both models tie on output price; Inkling Small offers the larger context window. For the 1M input plus 500K output sample, MiniMax M3 (batch) is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $1.05 for Inkling Small and $0.9 for MiniMax M3 (batch).
Choose Inkling Small when you care most about larger context window.
Choose MiniMax M3 (batch) when you care most about lower input-token price.
- On the standard 1M input plus 500K output workload, MiniMax M3 (batch) is estimated at $0.9 vs $1.05 for Inkling Small, saving $0.15 (14.3% lower).
- MiniMax M3 (batch) is $0.15 cheaper on the standard workload (14.3% lower).
- MiniMax M3 (batch) is $0.15 cheaper per 1M input tokens (33.3% lower; 1.5x difference).
- Both models report the same output price at $1.2 per 1M tokens.
- Inkling Small has 524.29K more context (2x larger).
| Feature | Inkling Small (Thinking Machines) | MiniMax M3 (batch) (MiniMax) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.45 | $0.3 |
| Completion Price per 1M tokens | $1.2 | $1.2 |
| Sample Workload Cost 1M input + 500K output | $1.05 | $0.9 |
| Context Window | 1.05M | 524.29K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | MiniMax M3 (batch) | On the standard 1M input plus 500K output workload, MiniMax M3 (batch) is estimated at $0.9 vs $1.05 for Inkling Small, saving $0.15 (14.3% lower). |
| High-volume input processing | MiniMax M3 (batch) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Tie | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Inkling Small | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Inkling Small (free) can replace Inkling Small when lower sample workload cost matters most: $0.
- Inkling (free) can replace Inkling Small when lower sample workload cost matters most: $0.
- MiniMax M2.5 (free) can replace MiniMax M3 (batch) when lower sample workload cost matters most: $0.
- MiniMax-01 can replace MiniMax M3 (batch) when lower sample workload cost matters most: $0.75.
- 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.
- MiMo-V2.5 offers 1.05M context with $0.28 sample workload cost.
- DeepSeek V4 Flash 0731 · DeepSeek · #1
- MiMo-V2.5 · Xiaomi · #2
- Hy3 · Tencent · #3
- Ox Alpha · stealth · #4
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
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Open provider hubsThinking Machines catalog
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