Live telemetry · daily brief
gawk.dev
by nativerse
● ARCHIVE
2026-10-11
9 labs moved in the last 24h
What verifiably moved in the AI ecosystem in the last 24h. Every number traces to a public source.
What moved
- ■gemini-4-argon-high holds #1 on LMArena for the 11th consecutive snapshot.
- ■diffusers downloads grew for the 5th consecutive snapshot.
- ■anthropic downloads grew for the 3rd 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 →
+404.8k
Docker Hub: ollama/ollama
+404.8k all-time pulls day-over-day
+6.5k
VS Code Marketplace: saoudrizwan.claude-dev
+6.5k cumulative installs day-over-day
Agent frameworks1 agent framework moved >10% in the last week
Agent frameworks rise and fall on weekly download velocity and open-issue trajectory, not GitHub stars. pypistats.org · view all →
+17%
smolagents · +17%
123k weekly downloads · 30k stars
Model Usagedeepseek/deepseek-v4.1-flash holds #1 · biggest mover: openai/gpt-6.1-sol +19 to #18 · biggest drop: openai/gpt-6-astra -23
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+19
openai/gpt-6.1-sol
was #37 on 2026-10-04
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.
-23
openai/gpt-6-astra
was #19 on 2026-10-04
—
#1 deepseek/deepseek-v4.1-flash
#1 deepseek/deepseek-v4.1-flash
—
#2 z-ai/glm-5.3-flash
#2 z-ai/glm-5.3-flash
—
#3 xiaomi/mimo-v2.6-flash
#3 xiaomi/mimo-v2.6-flash
Tool Health
All tools operational, no incidents in the last 24h (vs 3 yesterday)
Why this matters · Provider outages and degradations cause retry storms upstream. Tracking the 7-day shape catches flapping providers before they page you.
claude-code
Degraded · 1 active incident
openai-api
Degraded · 1 active incident
copilot
Operational
windsurf
Operational
cursor
Operational
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.
#1 gemini-4-argon-high
google · 1534 Elo
#2 claude-opus-5.5-high
anthropic · 1515 Elo
#3 claude-fable-5.1-max
anthropic · 1510 Elo
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.
500B Tokens Later: Letting AI Agents Decompile a First-Person Shooter
75 points · 58 comments
Anthropic Bans Cruelty to Claude, Still Won't Say What It Protects
54 points · 110 comments
Anthropic asks users to stop being mean to Claude
46 points · 49 comments
My personal AI agent posted my bank details on company Slack
44 points · 47 comments
AI agents in a stand-up call
39 points · 41 comments
Notable AI Lab activity
9 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.
Anthropic
−9 events (now 130) · San Francisco, US
Hugging Face
+26 events (now 109) · New York, US
Ollama
+7 events (now 99) · San Francisco, US
OpenAI
−85 events (now 90) · San Francisco, US
Microsoft Research
−20 events (now 46) · Redmond, US
New mover: Replicate
20 events · San Francisco, US
New mover: Google Research
10 events · Mountain View, US
Dropped off: Weights & Biases
was 61 events · San Francisco, US
Dropped off: Alibaba Qwen
was 9 events · Hangzhou, CN
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