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DeepSeek R1 vs DeepSeek V3 0324

Side-by-side comparison of pricing, capabilities, benchmarks, and use case fit.

D

DeepSeek R1

DeepSeek

Overall 77
reasoning
View model →
D

DeepSeek V3 0324

DeepSeek

Overall 79
standard
View model →

Capability radar

Normalized coding, reasoning, writing, vision, context, and value

CodingReasoningWritingVisionContextValue
DeepSeek R1DeepSeek V3 0324
Comparison of DeepSeek R1 vs DeepSeek V3 0324
MetricDeepSeek R1DeepSeek V3 0324
Input Price / 1M$0.55$0.27
Output Price / 1M$2.19$1.10
Combined Price / 1M$2.74$1.37
Context Window64,000128,000
Coding Score9492
Reasoning Score9591
Vision Score3545
AudioNoNo
StreamingYesYes
Function CallingYesYes
Latency Tierreasoningstandard
Release Date1/20/20253/24/2025

DeepSeek R1 — Strengths & Weaknesses

Strengths

  • Reasoning at low cost
  • Open weights available

Weaknesses

  • No vision
  • Slower inference
  • 64K context

DeepSeek V3 0324 — Strengths & Weaknesses

Strengths

  • Best price-performance
  • 128K context

Weaknesses

  • Geopolitical/hosting considerations

Use Case Verdicts

Coding

DeepSeek R1

DeepSeek R1 scores 94 vs 92 on coding benchmarks.

General Chat

DeepSeek V3 0324

DeepSeek V3 0324 leads on writing quality (86 vs 82).

Long Context

DeepSeek V3 0324

DeepSeek V3 0324 offers 128K tokens vs 64K.

Cost Efficiency

DeepSeek V3 0324

DeepSeek V3 0324 is cheaper at $1.37/M combined vs $2.74/M.

Enterprise Use

DeepSeek R1

DeepSeek R1 combines strong reasoning, tooling, and context for enterprise workloads.

Agent Workflows

DeepSeek R1

DeepSeek R1 is better suited for agentic workflows with tool use and coding capability.