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DeepSeek Coder V2 vs DeepSeek R1

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

D

DeepSeek Coder V2

DeepSeek

Overall 64
fast
View model →
D

DeepSeek R1

DeepSeek

Overall 77
reasoning
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Capability radar

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

CodingReasoningWritingVisionContextValue
DeepSeek Coder V2DeepSeek R1
Comparison of DeepSeek Coder V2 vs DeepSeek R1
MetricDeepSeek Coder V2DeepSeek R1
Input Price / 1M$0.14$0.55
Output Price / 1M$0.28$2.19
Combined Price / 1M$0.42$2.74
Context Window128,00064,000
Coding Score9394
Reasoning Score7295
Vision Score2535
AudioNoNo
StreamingYesYes
Function CallingYesYes
Latency Tierfastreasoning
Release Date6/17/20241/20/2025

DeepSeek Coder V2 — Strengths & Weaknesses

Strengths

  • Top coding value
  • Very cheap

Weaknesses

  • Not for general use
  • No multimodal

DeepSeek R1 — Strengths & Weaknesses

Strengths

  • Reasoning at low cost
  • Open weights available

Weaknesses

  • No vision
  • Slower inference
  • 64K context

Use Case Verdicts

Coding

DeepSeek R1

DeepSeek R1 scores 94 vs 93 on coding benchmarks.

General Chat

DeepSeek R1

DeepSeek R1 leads on writing quality (82 vs 65).

Long Context

DeepSeek Coder V2

DeepSeek Coder V2 offers 128K tokens vs 64K.

Cost Efficiency

DeepSeek Coder V2

DeepSeek Coder V2 is cheaper at $0.42/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.