[::] Agentic Stacks

DeepSeek V4 vs Gemini 3.5 Flash

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.
Gemini 3.5 Flash
Google's stable frontier model for sustained agentic and coding work, the current GA workhorse of the Gemini 3 family.
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
  • + Only stable GA model in the Gemini 3.x family as of June 2026; positioned for agentic execution and sub-agent deployment
  • + 1M-token context window with thought preservation across multi-turn agent loops
  • + Rich built-in tool ecosystem (search/maps grounding, code execution, file search, function calling)
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
  • − Per Google docs: Computer Use is not supported at this moment (it was available in the Gemini 3 Flash Preview)
  • − Output capped at 65k tokens, lower than competing flagships' 128k
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