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DeepSeek Coder V2 vs DeepSeek V4

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

D

DeepSeek Coder V2

DeepSeek

Overall 64
fast
View model →
D

DeepSeek V4

DeepSeek

Overall 75
fast
View model →

Capability radar

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

CodingReasoningWritingVisionContextValue
DeepSeek Coder V2DeepSeek V4
Comparison of DeepSeek Coder V2 vs DeepSeek V4
MetricDeepSeek Coder V2DeepSeek V4
Input Price / 1M$0.14$0.30
Output Price / 1M$0.28$1.20
Combined Price / 1M$0.42$1.50
Context Window128,000163,840
Coding Score9392
Reasoning Score7290
Vision Score2535
AudioNoNo
StreamingYesYes
Function CallingYesYes
Latency Tierfastfast
Release Date6/17/20246/1/2026

DeepSeek Coder V2 — Strengths & Weaknesses

Strengths

  • Top coding value
  • Very cheap

Weaknesses

  • Not for general use
  • No multimodal

DeepSeek V4 — Strengths & Weaknesses

Strengths

  • Very low cost
  • Strong coding
  • Open-weight path

Weaknesses

  • Weaker multimodal

Use Case Verdicts

Coding

DeepSeek Coder V2

DeepSeek Coder V2 scores 93 vs 92 on coding benchmarks.

General Chat

DeepSeek V4

DeepSeek V4 leads on writing quality (84 vs 65).

Long Context

DeepSeek V4

DeepSeek V4 offers 163.8K tokens vs 128K.

Cost Efficiency

DeepSeek Coder V2

DeepSeek Coder V2 is cheaper at $0.42/M combined vs $1.50/M.

Enterprise Use

DeepSeek V4

DeepSeek V4 combines strong reasoning, tooling, and context for enterprise workloads.

Agent Workflows

DeepSeek V4

DeepSeek V4 is better suited for agentic workflows with tool use and coding capability.