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DeepSeek R1 0528

DeepSeek

reasoning

Capabilities

ToolsCodeExtended ThinkingStructured Output

Strengths

  • Major upgrade over R1 — better instruction following
  • Fewer reasoning loops
  • Agentic tool use
  • MIT licensed

Weaknesses

  • No vision
  • Higher output cost (chain-of-thought)
  • Data jurisdiction

Pricing

Input / 1M tokens

$0.55

Output / 1M tokens

$2.19

Context window

128k

Transparency

Open weights

10.0 / 10

Open training data

3.0 / 10

Open methodology

7.0 / 10

Licence openness

10.0 / 10

Provider disclosure

2.0 / 10

FMTI company score

300.0 / 10

Composite:6.4 / 10

MIT licence + open weights. DeepSeek FMTI 30.

Sustainability

Inference energy

3.5 / 10

Training footprint

N/A

Provider infrastructure

2.0 / 10

Composite:2.8 / 10

Reasoning = more tokens = higher energy.

Task Fitness

Code
90%
Vision
0%
Analyse
92%
Extract
78%
Generate
72%
Summarise
75%
Translate
68%
Conversation
68%