[::] Agentic Stacks

Claude Opus 4.7 vs DeepSeek V4

Pick two tools from the same category to compare side-by-side.

Claude Opus 4.7
Anthropic's deepest-reasoning model; planning, complex synthesis.
DeepSeek V4
DeepSeek's V4 generation of open-weight MoE models with 1M-token context and agent-focused reasoning modes.
Category modelmodel
Vendor type commercialopen source
Pricing usagefree
Strengths
  • + Deepest reasoning of the Claude family
  • + Best for ambiguous, planning-heavy tasks
  • + MIT-licensed open weights for both Pro and Flash variants
  • + 1M-token context window
  • + Selectable reasoning effort modes (non-think plus two thinking modes)
  • + Sparse MoE design keeps activated parameters low relative to total size
Tradeoffs
  • − Highest cost tier — not viable as default model
  • − Higher latency than Sonnet / Haiku
  • − Branded as a preview release on deepseek.com as of June 2026
  • − V4-Pro's scale makes self-hosting impractical without large GPU clusters
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