Live telemetry · daily brief

GAWK

Nativerseby nativerse

ARCHIVE

2026-06-04

1 tool incident

What verifiably moved in the AI ecosystem in the last 24h. Every number traces to a public source.

What moved

  • claude-opus-4-6-thinking holds #1 on LMArena for the 30th consecutive snapshot.
  • anthropic downloads grew for the 4th consecutive snapshot.
  • transformers downloads grew for the 4th consecutive snapshot.

SDK adoption6 notable shifts across the six registries

Package install volume is where developers place real bets — distinct from where labs are shipping marketing. pypistats.org, npmjs.com, crates.io · view all →

−294.9k

PyPI: transformers

−294.9k 24h downloads day-over-day

pypistats.org is a third-party aggregator — counts include mirror hits, CI builds, and pip install retries.

PyPI · View →

+1.8M

npm: openai

+1.8M 24h downloads day-over-day

npm · View →

+8.9k

crates.io: tch

+8.9k 90d downloads day-over-day

crates.io · View →

+316.5k

Docker Hub: ollama/ollama

+316.5k all-time pulls day-over-day

Docker Hub · View →

+872

Homebrew: ollama

+872 30d downloads day-over-day

Homebrew · View →

+18.3k

VS Code Marketplace: saoudrizwan.claude-dev

+18.3k cumulative installs day-over-day

VS Code Marketplace · View →

Model Usagetencent/hy3-preview holds #1 · biggest mover: deepseek/deepseek-v4-flash +45 to #2 · biggest drop: moonshotai/kimi-k2.5 -24

OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →

+45

deepseek/deepseek-v4-flash

was #47 on 2026-04-26

OpenRouter request volume reflects developer API spending, not end-user adoption. Biased toward API-first workflows that route through OpenRouter — direct OpenAI / Anthropic / Google customers who never use OpenRouter are invisible.

OpenRouter · View →

-24

moonshotai/kimi-k2.5

was #19 on 2026-04-26

OpenRouter · View →

#1 tencent/hy3-preview

#1 tencent/hy3-preview

OpenRouter · View →

#2 deepseek/deepseek-v4-flash

#2 deepseek/deepseek-v4-flash

OpenRouter · View →

#3 xiaomi/mimo-v2.5

#3 xiaomi/mimo-v2.5

OpenRouter · View →

Tool Health

1 incident in the last 24h (vs 6 yesterday)

Why this matters · Provider outages and degradations cause retry storms upstream. Tracking the 7-day shape catches flapping providers before they page you.

Tool health, 7 days ending 2026-06-04: daily 04:00 UTC snapshot per tool. Green operational, amber degraded, red outage, grey no data.
  • Increased latency for Codex compaction for a subset of users

    started 02:57 UTC · resolved 04:37 UTC · minor impact

    OpenAI status page

Benchmark movers

No rank changes in the LMArena top 3

Why this matters · Public benchmarks are gameable, but rank shuffles still hint at where the frontier is genuinely moving.

Top HN stories

Top 5 on HN in the last 24h

Why this matters · What developers debate on Hacker News often previews which models, frameworks, and patterns they'll actually adopt next.

  • The ways we contain Claude across products

    31 points · 4 comments

    news.ycombinator.com

  • I built a vulnerable app and spent $1,500 seeing if LLMs could hack it

    25 points · 7 comments

    news.ycombinator.com

  • Gemini Spark is the most impressive and terrifying AI experience I've had yet

    7 points · 4 comments

    news.ycombinator.com

  • Train your own LLM? Here's what happens

    6 points · 0 comments

    news.ycombinator.com

  • Reddit user creates DB and MCP to mine Polygon, finds patterns on Polymarket

    5 points · 0 comments

    news.ycombinator.com

Notable AI Lab activity

6 labs moved in the last 24h

Why this matters · GitHub event volume on a lab's own repos is the cleanest publicly-verifiable proxy for engineering activity we have.

  • OpenAI

    +25 events (now 156) · San Francisco, US

    Gawk · Labs

  • Microsoft Research

    +14 events (now 100) · Redmond, US

    Gawk · Labs

  • DeepSeek

    −5 events (now 80) · Hangzhou, CN

    Gawk · Labs

  • Weights & Biases

    +14 events (now 80) · San Francisco, US

    Gawk · Labs

  • New mover: Stanford CRFM

    36 events · Stanford, US

    Gawk · Labs

  • Dropped off: Replicate

    was 29 events · San Francisco, US

    Gawk · Labs

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GAWK is the live-telemetry track of Nativerse. Clarity. Trust. Every number traces to a public source · Sources · Methodology