Live telemetry · daily brief
GAWK
by nativerse
● ARCHIVE
2026-06-30
8 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
- ■Open-weight models hold 1 of the OpenRouter top 5 (vs 0 yesterday).
- ■claude-opus-4-6-thinking holds #1 on LMArena for the 30th consecutive snapshot.
- ■openai downloads declined 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 →
+322.5k
Docker Hub: ollama/ollama
+322.5k all-time pulls day-over-day
+10.1k
VS Code Marketplace: saoudrizwan.claude-dev
+10.1k cumulative installs day-over-day
Agent frameworks3 agent frameworks moved >10% in the last week
Agent frameworks rise and fall on weekly download velocity and open-issue trajectory, not GitHub stars. pypistats.org, pypistats.org, pypistats.org · view all →
-58%
Pydantic AI · -58%
3.3M weekly downloads · 18k stars
Tracks the `pydantic-ai` meta-package; the lean `pydantic-ai-slim` variant is roughly 4× larger but users typically compare the meta number.
-12%
smolagents · -12%
141k weekly downloads · 28k stars
-12%
AutoGen · -12%
249k weekly downloads · 59k stars
Tracks the live `autogen-agentchat` package — the deprecated bare `autogen` PyPI name is a different abandoned project and is not counted here.
Model Usagedeepseek/deepseek-v4-flash holds #1 · biggest mover: deepseek/deepseek-v4-flash +49 to #1 · biggest drop: moonshotai/kimi-k2.7-code -30
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+49
deepseek/deepseek-v4-flash
was #50 on 2026-06-23
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.
-30
moonshotai/kimi-k2.7-code
was #6 on 2026-06-23
—
#1 deepseek/deepseek-v4-flash
#1 deepseek/deepseek-v4-flash
—
#2 xiaomi/mimo-v2.5
#2 xiaomi/mimo-v2.5
—
#3 minimax/minimax-m3
#3 minimax/minimax-m3
Tool Health
All tools operational, no incidents in the last 24h (vs 0 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
Operational · 1 active incident
openai-api
Operational
codex
Operational
copilot
Operational
windsurf
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 claude-opus-4-6-thinking
anthropic · 1500 Elo
#2 claude-opus-4-6
anthropic · 1498 Elo
#3 claude-fable-5
anthropic · 1494 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.
You really shouldn't copy-paste errors into Claude Code
13 points · 13 comments
Metasearch Tooling for Agents
8 points · 1 comments
Anthropic embedded spyware in Claude Code – and attempted to hide it from you
6 points · 0 comments
Open Memory Protocol – One Memory Store for Claude, ChatGPT, Curso
6 points · 1 comments
Cursor for iOS
6 points · 1 comments
Notable AI Lab activity
8 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
+32 events (now 183) · San Francisco, US
OpenAI
+28 events (now 118) · San Francisco, US
Microsoft Research
−7 events (now 109) · Redmond, US
DeepSeek
+50 events (now 103) · Hangzhou, CN
Weights & Biases
+68 events (now 84) · San Francisco, US
Ollama
−24 events (now 75) · San Francisco, US
New mover: AMD
24 events · Santa Clara, US
Dropped off: Intel AI
was 20 events · Santa Clara, US
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