Seed-2.0-Mini is $0.33 cheaper per 1M input tokens (77% lower; 4.35x difference).
API cost decision in 10 seconds
DeepSeek V4 Pro vs Seed-2.0-Mini
Pick Seed-2.0-Mini for lower cost; pick DeepSeek V4 Pro only if the larger context window matters more.
Pricing data updated:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Seed-2.0-Mini for lower cost; pick DeepSeek V4 Pro only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Seed-2.0-Mini is estimated at $0.3 vs $0.87 for DeepSeek V4 Pro, saving $0.57 (65.5% lower).
Cost-first pickSeed-2.0-Mini
Context-first pickDeepSeek V4 Pro
Sample savings$0.5765.5%
10x traffic gap$5.7
DeepSeek V4 Pro has more context, but Seed-2.0-Mini saves $0.57 on the standard workload. At 10x that traffic, the same price gap is about $5.7. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Seed-2.0-Mini stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | DeepSeek V4 Pro | Seed-2.0-Mini |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Seed-2.0-Mini | $2.61 | $0.7 |
| Balanced workload | 1M input + 1M output | Seed-2.0-Mini | $1.3 | $0.5 |
| Output-heavy chatbot | 1M input + 5M output | Seed-2.0-Mini | $4.78 | $2.1 |
Seed-2.0-Mini is $0.47 cheaper per 1M output tokens (54% lower; 2.17x difference).
DeepSeek V4 Pro has 786.43K more context (4x larger).
Seed-2.0-Mini is $0.57 cheaper on the standard workload (65.5% 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
Seed-2.0-Mini has the lower input price; Seed-2.0-Mini has the lower output price; DeepSeek V4 Pro offers the larger context window. For the 1M input plus 500K output sample, Seed-2.0-Mini is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.87 for DeepSeek V4 Pro and $0.3 for Seed-2.0-Mini.
Choose DeepSeek V4 Pro when you care most about larger context window.
Choose Seed-2.0-Mini when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, Seed-2.0-Mini is estimated at $0.3 vs $0.87 for DeepSeek V4 Pro, saving $0.57 (65.5% lower).
- Seed-2.0-Mini is $0.57 cheaper on the standard workload (65.5% lower).
- Seed-2.0-Mini is $0.33 cheaper per 1M input tokens (77% lower; 4.35x difference).
- Seed-2.0-Mini is $0.47 cheaper per 1M output tokens (54% lower; 2.17x difference).
- DeepSeek V4 Pro has 786.43K more context (4x larger).
| Feature | DeepSeek V4 Pro (DeepSeek) | Seed-2.0-Mini (ByteDance Seed) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.435 | $0.1 |
| Completion Price per 1M tokens | $0.87 | $0.4 |
| Sample Workload Cost 1M input + 500K output | $0.87 | $0.3 |
| Context Window | 1.05M | 262.14K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Seed-2.0-Mini | On the standard 1M input plus 500K output workload, Seed-2.0-Mini is estimated at $0.3 vs $0.87 for DeepSeek V4 Pro, saving $0.57 (65.5% lower). |
| High-volume input processing | Seed-2.0-Mini | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Seed-2.0-Mini | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | DeepSeek V4 Pro | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- DeepSeek V4 Flash (free) can replace DeepSeek V4 Pro when lower sample workload cost matters most: $0.
- DeepSeek V4 Flash can replace DeepSeek V4 Pro when lower sample workload cost matters most: $0.2.
- R1 Distill Qwen 32B can replace DeepSeek V4 Pro when lower sample workload cost matters most: $0.43.
- DeepSeek V3.2 can replace DeepSeek V4 Pro 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.
- No popular competitor is currently available.
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
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Open ByteDance Seed modelsDeepSeek V4 Pro is a large-scale Mixture-of-Experts model from DeepSeek with 1.6T total parameters and 49B activated parameters, supporting a 1M-token context window. It is designed for advanced reasoning, coding,...
Seed-2.0-mini targets latency-sensitive, high-concurrency, and cost-sensitive scenarios, emphasizing fast response and flexible inference deployment. It delivers performance comparable to ByteDance-Seed-1.6, supports 256k context, four reasoning effort modes (minimal/low/medium/high), multimodal understanding,...