[::] Agentic Stacks

DeepSeek V4 vs Gemini 2.5 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 2.5 Flash
Google's fast, cheap small model; long context, native multimodal.
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
  • + Very long context for its tier
  • + Native multimodal
  • + Low cost
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
  • − Tool-use ergonomics differ from OpenAI/Anthropic
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