MiMo-V2.5-Pro is $0.56 cheaper per 1M input tokens (56.5% lower; 2.3x difference).
API cost decision in 10 seconds
Inkling vs MiMo-V2.5-Pro
Pick MiMo-V2.5-Pro when budget and context both matter.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick MiMo-V2.5-Pro when budget and context both matter.
On the standard 1M input plus 500K output workload, MiMo-V2.5-Pro is estimated at $0.87 vs $3.02 for Inkling, saving $2.15 (71.2% lower).
Cost-first pickMiMo-V2.5-Pro
Context-first pickMiMo-V2.5-Pro
Sample savings$2.1571.2%
10x traffic gap$21.55
MiMo-V2.5-Pro is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $21.55. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
MiMo-V2.5-Pro stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Inkling | MiMo-V2.5-Pro |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | MiMo-V2.5-Pro | $7.03 | $2.61 |
| Balanced workload | 1M input + 1M output | MiMo-V2.5-Pro | $5.05 | $1.3 |
| Output-heavy chatbot | 1M input + 5M output | MiMo-V2.5-Pro | $21.25 | $4.78 |
MiMo-V2.5-Pro is $3.18 cheaper per 1M output tokens (78.5% lower; 4.66x difference).
MiMo-V2.5-Pro has 1.42K more context (1x larger).
MiMo-V2.5-Pro is $2.15 cheaper on the standard workload (71.2% 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
MiMo-V2.5-Pro 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, MiMo-V2.5-Pro is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $3.02 for Inkling and $0.87 for MiMo-V2.5-Pro.
Choose Inkling when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
Choose MiMo-V2.5-Pro 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, MiMo-V2.5-Pro is estimated at $0.87 vs $3.02 for Inkling, saving $2.15 (71.2% lower).
- MiMo-V2.5-Pro is $2.15 cheaper on the standard workload (71.2% lower).
- MiMo-V2.5-Pro is $0.56 cheaper per 1M input tokens (56.5% lower; 2.3x difference).
- MiMo-V2.5-Pro is $3.18 cheaper per 1M output tokens (78.5% lower; 4.66x difference).
- MiMo-V2.5-Pro has 1.42K more context (1x larger).
| Feature | Inkling (Thinking Machines) | MiMo-V2.5-Pro (Xiaomi) |
|---|---|---|
| Input Price prompt tokens per 1M | $1 | $0.435 |
| Completion Price per 1M tokens | $4.05 | $0.87 |
| Sample Workload Cost 1M input + 500K output | $3.02 | $0.87 |
| Context Window | 1.05M | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | MiMo-V2.5-Pro | On the standard 1M input plus 500K output workload, MiMo-V2.5-Pro is estimated at $0.87 vs $3.02 for Inkling, saving $2.15 (71.2% lower). |
| High-volume input processing | MiMo-V2.5-Pro | 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
- Inkling Small (free) can replace Inkling when lower sample workload cost matters most: $0.
- Inkling (free) can replace Inkling when lower sample workload cost matters most: $0.
- Inkling Small can replace Inkling when lower sample workload cost matters most: $1.05.
- MiMo-V2-Flash can replace MiMo-V2.5-Pro when lower sample workload cost matters most: $0.25.
- Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- 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.
- 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 modelsInkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...
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....