DeepSeek: R1
DeepSeek: R1 is the practical pick for hard thinking tasks, coding help, and agent-style workflows when you care about cost. Its pricing sits in the moderate tier at $0.70 input and $2.50 output per 1M tokens, but real usage often lands cheap: 100 short chats cost about $0.11, a long PDF session about $0.07, and even a 50-step agent workflow around $0.10. The non-obvious upside is transparency: open weights and open reasoning tokens make it easier to inspect what you're paying for, not just the answer you get.
Best for
- •Working through multi-step reasoning tasks where you want the model to show its thinking more openly.
- •Building agent workflows that need tool use without turning every run into an expensive experiment.
- •Getting strong coding and technical problem-solving at lower cost than many premium reasoning models.
Not ideal for
- •Teams that need a packaged chat subscription, since no included consumer subscription was found in our catalog.
- •Work that depends on very large context windows, because this version tops out at 64,000 tokens.
What it costs in real life
Computed from OpenRouter API pricing ($0.70 input / $2.50 output per 1M tokens)
Variants
| Name | Context | Input/1M | Output/1M |
|---|---|---|---|
| DeepSeek: R1 0528 | 160K | $0.45 | $2.15 |
| DeepSeek: R1 | 63K | $0.70 | $2.50 |
Frequently Asked Questions
Is DeepSeek: R1 worth it for coding and hard problem solving?
Yes, if your work regularly involves multi-step reasoning, debugging, or structured technical tasks. The cost profile is favorable too: 1,000 coding completions come out to about $1.14, which makes experimentation much easier.
How expensive is DeepSeek: R1 API use in real life?
Less than the headline token rates suggest for many everyday jobs. At $0.70 input and $2.50 output per 1M tokens it sits in the moderate tier, but common usage examples are cheap, including roughly $0.11 for 100 short chats.
What should I use DeepSeek: R1 instead of?
Use it when you want a reasoning-first model with tool support and you don't want to be locked into a closed subscription product. If you mainly care about giant context windows, check the dated R1 0528 variant instead, which is listed with 163,840 context and lower token pricing.
Capabilities
Cheapest access path
The cheapest route is usually direct API usage rather than a bundled app, since no subscription including DeepSeek: R1 was found in StackTrim AI's catalog. For many common tasks, the spend stays low anyway: about $0.07 for one long PDF plus questions and $0.10 for a 50-step agent workflow.