[::] Agentic Stacks

DeepSeek V4 vs GPT-5.4

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.
GPT-5.4
OpenAI's more affordable frontier model for coding and professional work, sitting below GPT-5.5.
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
  • + Half the per-token price of GPT-5.5 while staying in the frontier coding/professional tier
  • + 1M-token context window with up to 128K output tokens
  • + mini variant targeted at subagent and computer-use workloads for high-volume agent fleets
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
  • − OpenAI directs complex reasoning and coding to GPT-5.5 instead
  • − Older knowledge cutoff (Aug 31, 2025) than GPT-5.5
Used in stacks 0 0

Get the weekly digest

New stacks, new tools, what's moving. No spam.