[::] Agentic Stacks

DeepSeek V4 vs Grok 3

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

DeepSeek V4
DeepSeek's V4 generation of open-weight MoE models with 1M-token context and agent-focused reasoning modes.
Grok 3
xAI's frontier model with real-time X data access.
Category modelmodel
Vendor type open sourcecommercial
Pricing freefree
Strengths
  • + 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
  • + Real-time X data access
  • + Frontier-tier reasoning
Tradeoffs
  • − Branded as a preview release on deepseek.com as of June 2026
  • − V4-Pro's scale makes self-hosting impractical without large GPU clusters
  • − xAI-specific platform
  • − Smaller agent-tooling ecosystem
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