DeepSeek V3 vs DeepSeek R1: API Pricing, Context & Automation ROI
Switching from DeepSeek R1 to DeepSeek V3 cuts token costs by 50% on compatible workflows. Compare exact token pricing and speed below.
Side-by-Side Technical & Cost Comparison
| Metric | DeepSeek V3 (DeepSeek) | DeepSeek R1 (DeepSeek) |
|---|---|---|
| Input Cost (per 1M tokens) | $0.270 | $0.550 |
| Cached Input Cost (per 1M) | $0.070 | $0.140 |
| Output Cost (per 1M tokens) | $1.10 | $2.19 |
| Max Context Window | 64,000 tokens | 64,000 tokens |
| Throughput Speed | ~75 tokens/sec | ~60 tokens/sec |
| Monthly Cost (1,000 runs/day) | $40.05 / month | $80.67 / month |
| Best Automation Use Case | Cost-sensitive batch processing, technical translation, data transformation, and backend cron jobs. | Complex algorithmic problem solving, quantitative analysis, and automated root-cause debugging. |
When to Choose DeepSeek V3
Cost-sensitive batch processing, technical translation, data transformation, and backend cron jobs.
- Automatic disk context caching
- GPT-4 class performance at 1/10th cost
- OpenAI-compatible API
When to Choose DeepSeek R1
Complex algorithmic problem solving, quantitative analysis, and automated root-cause debugging.
- Chain-of-thought transparency
- Half the cost of o3-mini
- Self-hostable open weights
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