Perceptron Mk1 is $0.14 cheaper per 1M input tokens (47.7% lower; 1.91x difference).
API cost decision in 10 seconds
NewPerceptron Mk1 vs DeepSeek V3.2 Speciale
Pick DeepSeek V3.2 Speciale 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 DeepSeek V3.2 Speciale when budget and context both matter.
On the standard 1M input plus 500K output workload, DeepSeek V3.2 Speciale is estimated at $0.5 vs $0.9 for Perceptron Mk1, saving $0.4 (44.2% lower).
Cost-first pickDeepSeek V3.2 Speciale
Context-first pickDeepSeek V3.2 Speciale
Sample savings$0.444.2%
10x traffic gap$3.98
DeepSeek V3.2 Speciale is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $3.98. 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 Perceptron Mk1, balanced workload favors DeepSeek V3.2 Speciale, and output-heavy chatbot favors DeepSeek V3.2 Speciale.
| Workload shape | Token mix | Better pick | Perceptron Mk1 | DeepSeek V3.2 Speciale |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Perceptron Mk1 | $1.5 | $1.65 |
| Balanced workload | 1M input + 1M output | DeepSeek V3.2 Speciale | $1.65 | $0.72 |
| Output-heavy chatbot | 1M input + 5M output | DeepSeek V3.2 Speciale | $7.65 | $2.44 |
DeepSeek V3.2 Speciale is $1.07 cheaper per 1M output tokens (71.3% lower; 3.48x difference).
DeepSeek V3.2 Speciale has 131.07K more context (5x larger).
DeepSeek V3.2 Speciale is $0.4 cheaper on the standard workload (44.2% 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
Perceptron Mk1 has the lower input price; DeepSeek V3.2 Speciale has the lower output price; DeepSeek V3.2 Speciale offers the larger context window. For the 1M input plus 500K output sample, DeepSeek V3.2 Speciale is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.9 for Perceptron Mk1 and $0.5 for DeepSeek V3.2 Speciale.
Choose Perceptron Mk1 when you care most about lower input-token price.
Choose DeepSeek V3.2 Speciale when you care most about lower output-token price, and larger context window.
- On the standard 1M input plus 500K output workload, DeepSeek V3.2 Speciale is estimated at $0.5 vs $0.9 for Perceptron Mk1, saving $0.4 (44.2% lower).
- DeepSeek V3.2 Speciale is $0.4 cheaper on the standard workload (44.2% lower).
- Perceptron Mk1 is $0.14 cheaper per 1M input tokens (47.7% lower; 1.91x difference).
- DeepSeek V3.2 Speciale is $1.07 cheaper per 1M output tokens (71.3% lower; 3.48x difference).
- DeepSeek V3.2 Speciale has 131.07K more context (5x larger).
| Feature | NewPerceptron Mk1 (Perceptron) | DeepSeek V3.2 Speciale (DeepSeek) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.15 | $0.287 |
| Completion Price per 1M tokens | $1.5 | $0.431 |
| Sample Workload Cost 1M input + 500K output | $0.9 | $0.5 |
| Context Window | 32.77K | 163.84K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | DeepSeek V3.2 Speciale | On the standard 1M input plus 500K output workload, DeepSeek V3.2 Speciale is estimated at $0.5 vs $0.9 for Perceptron Mk1, saving $0.4 (44.2% lower). |
| 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 | DeepSeek V3.2 Speciale | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | DeepSeek V3.2 Speciale | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- DeepSeek V4 Flash (free) can replace DeepSeek V3.2 Speciale when lower sample workload cost matters most: $0.
- DeepSeek V4 Flash can replace DeepSeek V3.2 Speciale when lower sample workload cost matters most: $0.2.
- R1 Distill Qwen 32B can replace DeepSeek V3.2 Speciale when lower sample workload cost matters most: $0.43.
- DeepSeek V3.2 can replace DeepSeek V3.2 Speciale when lower sample workload cost matters most: $0.44.
- Llama 4 Scout offers 10M context with $0.23 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.
- DeepSeek V4 Pro offers 1.05M context with $0.87 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
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsPerceptron catalog
Review all tracked Perceptron models before deciding whether this matchup is the right shortlist.
Open Perceptron modelsDeepSeek catalog
Check other DeepSeek models with comparable pricing, context, or release timing.
Open DeepSeek modelsPerceptron Mk1 (Mark One) is Perceptron's highest-quality vision-language model for video and embodied reasoning.** It accepts image and video inputs paired with natural language queries, and produces detailed visual understanding...
DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinforcement learning...