DeepSeek V4 Pro Pricing & Token Economics
DeepSeek V4 Pro 0813 is a large-scale mixture-of-experts model from DeepSeek. This is the GA release of DeepSeek V4 Pro.
Normalized Token Pricing Matrix
Real-time input, completion, and cache rates normalized to $/1M tokens.
Cost for prompts, instructions, document retrieval, and system context sent into the model.
Cost for generated text, code, tool calls, and structured JSON responses returned by the model.
Massive 97% savings on repeated context, documents, and system instructions.
Standard industry benchmark assuming 75% prompt reads and 25% completion generation.
DeepSeek V4 Pro Monthly Bill Estimator
Estimated monthly costs across four standardized enterprise and developer workloads.
| Workload Scenario | Monthly Token Volume | Standard Bill | With Prompt Caching |
|---|---|---|---|
| Customer Support Chatbot 10M prompt tokens + 2.5M output tokens per month | 12.5M tokens (10M in / 2.5M out) | $10.12/mo | $6.20/mo -39% |
| Document Analysis & RAG 30M prompt tokens (PDFs/context) + 3M output summaries | 33.0M tokens (30M in / 3M out) | $22.55/mo | $10.79/mo -52% |
| Coding Agent / IDE Swarm 60M prompt tokens (repo context) + 15M code completions | 75.0M tokens (60M in / 15M out) | $60.71/mo | $37.20/mo -39% |
| Enterprise Agentic Workflow 120M prompt tokens (reasoning loops) + 30M output actions | 150.0M tokens (120M in / 30M out) | $121.42/mo | $74.40/mo -39% |
Need custom token inputs or prompt volumes?
Use our interactive multi-model token calculator to test exact prompt and completion sliders.
Architecture & Capabilities
Technical parameters, supported modalities, and optimal developer use cases.
🎯 Recommended Use Cases
Extreme price-to-performance general intelligence, high-volume production APIs
Supported Modalities
📐 Context & Output Limits
- Maximum Context Window: 1,048,576 tokens (1.0M)
- Maximum Output Length: 393,216 tokens
- Speed / Latency Tier: Fast
- Official Provider: DeepSeek
Frequently Asked Questions
Everything you need to know about DeepSeek V4 Pro API pricing and token calculations.
How much does DeepSeek V4 Pro cost per 1M tokens?
DeepSeek V4 Pro charges $0.58 per 1M input tokens and $1.73 per 1M output tokens. For standard balanced workloads (3:1 input:output ratio), the effective blended rate is $0.867/1M tokens.
Does DeepSeek V4 Pro support prompt caching?
Yes. Cached prompt reads are billed at $0.0184 per 1M tokens, saving you up to 97% on repeated context, RAG documents, and system instructions.
What is DeepSeek V4 Pro's maximum context window?
DeepSeek V4 Pro supports up to 1,048,576 tokens (1.0M) in its context window, allowing you to ingest large files and multi-turn chat history with up to 393,216 tokens generated per response.
How does DeepSeek V4 Pro compare to other models?
With a CostRatio rating of B, DeepSeek V4 Pro provides competitive token economics for budget & fast tasks. Review the peer comparison table above to compare input and completion rates directly against alternative models.
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