Simon Willison August 1, 2026 1 min signal 2026-08-01

DeepSeek-V4-Flash-0731

Archived text mirror, captured for personal reading when the Signal ran. Formatting is approximate — read the original at the source.

Simon Willison’s Weblog

Subscribe

Sponsored by: AWS — Move from SaaS to Agentic SaaS with resources for ISVs at every layer of the stack. Explore how AI for ISVs turns vision into results

31st July 2026 - Link Blog

deepseek-ai/DeepSeek-V4-Flash-0731 (via) The latest release in DeepSeek's V4 family, "with substantially enhanced agentic capabilities". It's 304 billion parameters - 167GB on Hugging Face - but it appears to punch well above its weight.

Artificial Analysis rank it ahead of MiniMax M3 - a 428B model. It's $0.14/million input and $0.27/million output pricing means this may currently be the best value-per-intelligence model out there. It's looking very good on the Intelligence Index vs. Cost per Intelligence Index Task chart:

I got a disappointing pelican from it using the default reasoning level via OpenRouter:

But when I bumped reasoning level up to high I got something much better:

llm -m openrouter/deepseek/deepseek-v4-flash-0731 -t pelican -o reasoning_effort high

Posted 31st July 2026 at 11:59 pm

Recent articles

  • Stateless MCP has recaptured my interest (and inspired mcp-explorer and datasette-mcp) - 31st July 2026
  • OpenAI’s accidental cyberattack against Hugging Face is science fiction that happened - 22nd July 2026
  • A Fireside Chat with Cat and Thariq from the Claude Code team - 21st July 2026

This is a link post by Simon Willison, posted on 31st July 2026.

ai 2,157

generative-ai 1,909

llms 1,876

pelican-riding-a-bicycle 130

deepseek 34

llm-release 220

openrouter 28

ai-in-china 103

artificial-analysis 8

### Monthly briefing

Sponsor me for $10/month and get a curated email digest of the month's most important LLM developments.

Pay me to send you less!

Sponsor & subscribe

  • Disclosures
  • Colophon
  • ©
  • 2002
  • 2003
  • 2004
  • 2005
  • 2006
  • 2007
  • 2008
  • 2009
  • 2010
  • 2011
  • 2012
  • 2013
  • 2014
  • 2015
  • 2016
  • 2017
  • 2018
  • 2019
  • 2020
  • 2021
  • 2022
  • 2023
  • 2024
  • 2025
  • 2026

-

← latest Signal