[::] Agentic Stacks

DeepSeek V4 vs Grok 4.3

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 4.3
xAI's flagship API model, billed as its most intelligent and fastest, with strong agentic tool calling.
Category modelmodel
Vendor type open sourcecommercial
Pricing freeusage
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
  • + Aggressive pricing ($1.25 input / $2.50 output per million tokens) for a 1M-context flagship
  • + Vendor-reported leadership in agentic tool calling and instruction following
  • + Companion multi-agent variant (grok-4.20-multi-agent) targeted at agentic workloads
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
  • − Stated knowledge cutoff of November 2024 is older than competing flagships
  • − Rapid model churn; xAI retired eight legacy models (including grok-3) in May 2026, so pinned integrations need active migration
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