Perceptron Mk1 is $0.15 cheaper per 1M input tokens (50% lower; 2x difference).
API cost decision in 10 seconds
MiniMax M3 (batch) vs Perceptron Mk1
The standard workload cost is tied; choose by context window, provider fit, latency, or model quality.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
The standard workload cost is tied; choose by context window, provider fit, latency, or model quality.
Both models are estimated at $0.9 for the standard 1M input plus 500K output workload.
Cost-first pickTie
Context-first pickMiniMax M3 (batch)
Sample savings$00%
10x traffic gap$0
Context-window winner: MiniMax M3 (batch). Cost does not separate this pair on the standard workload, so the next decision point is context window and model behavior.
Cost sensitivity
Workload Sensitivity
Cost winner changes by workload shape: input-heavy / RAG favors Perceptron Mk1, balanced workload favors MiniMax M3 (batch), and output-heavy chatbot favors MiniMax M3 (batch).
| Workload shape | Token mix | Better pick | MiniMax M3 (batch) | Perceptron Mk1 |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Perceptron Mk1 | $2.1 | $1.5 |
| Balanced workload | 1M input + 1M output | MiniMax M3 (batch) | $1.5 | $1.65 |
| Output-heavy chatbot | 1M input + 5M output | MiniMax M3 (batch) | $6.3 | $7.65 |
MiniMax M3 (batch) is $0.3 cheaper per 1M output tokens (20% lower; 1.25x difference).
MiniMax M3 (batch) has 491.52K more context (16x larger).
MiniMax M3 (batch) is $0 cheaper on the standard workload (0% 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
Perceptron Mk1 has the lower input price; MiniMax M3 (batch) has the lower output price; MiniMax M3 (batch) 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 $0.9 for MiniMax M3 (batch) and $0.9 for Perceptron Mk1.
Choose MiniMax M3 (batch) when you care most about lower output-token price, and larger context window.
Choose Perceptron Mk1 when you care most about lower input-token price.
- Both models are estimated at $0.9 for the standard 1M input plus 500K output workload.
- MiniMax M3 (batch) is $0 cheaper on the standard workload (0% lower).
- Perceptron Mk1 is $0.15 cheaper per 1M input tokens (50% lower; 2x difference).
- MiniMax M3 (batch) is $0.3 cheaper per 1M output tokens (20% lower; 1.25x difference).
- MiniMax M3 (batch) has 491.52K more context (16x larger).
| Feature | MiniMax M3 (batch) (MiniMax) | Perceptron Mk1 (Perceptron) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.3 | $0.15 |
| Completion Price per 1M tokens | $1.2 | $1.5 |
| Sample Workload Cost 1M input + 500K output | $0.9 | $0.9 |
| Context Window | 524.29K | 32.77K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Tie | Both models are estimated at $0.9 for the standard 1M input plus 500K output workload. |
| High-volume input processing | Perceptron Mk1 | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | MiniMax M3 (batch) | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | MiniMax M3 (batch) | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- MiniMax M2.5 (free) can replace MiniMax M3 (batch) when lower sample workload cost matters most: $0.
- MiniMax M2.7 can replace MiniMax M3 (batch) when lower sample workload cost matters most: $0.72.
- MiniMax-01 can replace MiniMax M3 (batch) when lower sample workload cost matters most: $0.75.
- MiniMax M2 can replace MiniMax M3 (batch) when lower sample workload cost matters most: $0.77.
- 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
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