deepseek

DeepSeek: R1

DeepSeek: R1 is an AI model that processes text inputs and supports tool integration as well as reasoning capabilities. It can handle long contexts up to 64,000 characters and outputs are completed in segments of up to 16,000 tokens. Considering the pricing at $0.7 per million input tokens and $2.5 per million output tokens, this model may be worth shortlisting for users who prioritize tool integration and reasoning capabilities. With a blended benchmark score of 60.8 across three independent benchmarks, it demonstrates some capability but its standing is not exceptionally strong; more testing would be needed to confirm its performance in specific use cases.

Open weights 671B parameters, about 375.0 GiB at Q4_K_M: fits comfortably on 0 of 17 consumer graphics cards in the PicksByCard catalog. See which cards run it →
Quality Score
81/100
price + capability + benchmarks
Input Price
$0.70
per 1M tokens · checked 2026-09-07
Output Price
$2.50
per 1M tokens · checked 2026-09-07
Context Window
64,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 60.8 across 3 benchmarks, last refreshed 2026-09-07. How scoring works →

BenchmarkMeasuresScore
Aider Polyglot code editing across languages 71.4
AI Index broad capability composite 22.9
EQ-Bench emotional understanding in dialogue 65.8
Model ID
deepseek/deepseek-r1
Vendor
deepseek
Released
January 2025
Tokenizer
DeepSeek
Input Modalities
text
Output Modalities
text
Max Output
16,000 tokens
Tool Calling
✓ supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
text only
Audio
no
Moderated
no

What it costs in practice

Computed from the current $0.70/M input and $2.50/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.02
Classify 1,000 customer emails 500k in / 50k out $0.47
A month of a busy support chatbot 5M in / 2M out $8.50

Price & spec history

Tracked daily by PicksByModel since 2026-07-17.

DateInput /MOutput /MContext
2026-08-14 $0.70 $2.50 64,000
2026-07-17 $0.70 $2.50 163,840

Similar models

Quick answers

How much does DeepSeek: R1 cost?
$0.70 per million input tokens and $2.50 per million output tokens.
What is DeepSeek: R1's context window?
64,000 tokens, roughly 96 pages of text in a single request.
Does DeepSeek: R1 support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can DeepSeek: R1 process images?
No, it is text-only on the input side.