{
 "name": "Agent Stack Index",
 "url": "https://gofreealts.com/agent-stack/",
 "publisher": "GoFreeAlts",
 "updated": "2026-10-28",
 "cadence": "weekly",
 "license": "Data compiled from the cited public sources; check each source's terms.",
 "sections": {
  "tools": {
   "title": "Tools agents call most",
   "unit": "calls, 7 days",
   "source": "https://monid.ai/rankings",
   "checked": "2026-10-28",
   "note": "Calls routed through Monid, data through 2026-10-27. Free calls count 1/5. Only Monid traffic.",
   "rows": [
    {
     "rank": 1,
     "name": "TinyFish",
     "value": 1415723,
     "change": -40.9,
     "sub": "top endpoint: search",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 2,
     "name": "TikHub",
     "value": 1150338,
     "change": -13.4,
     "sub": "top endpoint: tiktok/app/v3/fetch_video_comments",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 3,
     "name": "AnyAPI",
     "value": 945158,
     "change": 98.3,
     "sub": "top endpoint: linkedin.company",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 4,
     "name": "Litescrape",
     "value": 472385,
     "change": 5.2,
     "sub": "top endpoint: google/maps",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 5,
     "name": "Firecrawl",
     "value": 437823,
     "change": 434.3,
     "sub": "top endpoint: search",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 6,
     "name": "Context.dev",
     "value": 423850,
     "change": -19.7,
     "sub": "top endpoint: web/scrape/markdown",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 7,
     "name": "Hunter",
     "value": 330763,
     "change": 109.0,
     "sub": "top endpoint: domain-finder",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 8,
     "name": "DataForSEO",
     "value": 295008,
     "change": 158.6,
     "sub": "top endpoint: serp/google-maps",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 9,
     "name": "Apify",
     "value": 275695,
     "change": 59.8,
     "sub": "top endpoint: apidojo/tiktok-profile-scraper",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 10,
     "name": "MrScraper",
     "value": 247818,
     "change": 98.6,
     "sub": "top endpoint: serp/google",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 11,
     "name": "ContactOut",
     "value": 226750,
     "change": 1725.4,
     "sub": "top endpoint: people/count",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 12,
     "name": "Apollo",
     "value": 157925,
     "change": 30.7,
     "sub": "top endpoint: people/match",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 13,
     "name": "DefiLlama",
     "value": 63723,
     "change": 1820528.6,
     "sub": "top endpoint: coins/prices/historical/{timestamp}/{coins}",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 14,
     "name": "Ploid",
     "value": 61915,
     "change": -56.5,
     "sub": "top endpoint: linkedin/profile",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 15,
     "name": "GPT Images",
     "value": 60893,
     "change": 107.7,
     "sub": "top endpoint: image/gpt-image-2.5-sunburst-edit",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 16,
     "name": "Exa",
     "value": 49393,
     "change": 53.2,
     "sub": "top endpoint: search",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 17,
     "name": "Simple FS",
     "value": 39690,
     "change": 189.7,
     "sub": "top endpoint: rm",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 18,
     "name": "TypeSafe",
     "value": 34618,
     "change": 210.1,
     "sub": "top endpoint: systemone",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 19,
     "name": "SerpApi",
     "value": 28205,
     "change": null,
     "sub": "top endpoint: amazon/search",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 20,
     "name": "Search1API",
     "value": 27938,
     "change": -31.3,
     "sub": "top endpoint: search",
     "url": "https://monid.ai/rankings"
    }
   ]
  },
  "endpoints": {
   "title": "Most called endpoints",
   "unit": "calls, 7 days",
   "source": "https://monid.ai/rankings",
   "checked": "2026-10-28",
   "rows": [
    {
     "rank": 1,
     "name": "TinyFish Web Search",
     "value": 981112,
     "change": -45.9,
     "sub": "Web search · 342 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 2,
     "name": "TinyFish Fetch",
     "value": 354530,
     "change": -39.2,
     "sub": "Web search · 289 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 3,
     "name": "Firecrawl Search",
     "value": 347678,
     "change": 11346.1,
     "sub": "Web search · 32 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 4,
     "name": "Scrape Markdown",
     "value": 343288,
     "change": -16.2,
     "sub": "Web scraping & extraction · 287 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 5,
     "name": "Search Google Maps",
     "value": 269145,
     "change": 353.9,
     "sub": "Maps, reviews & local · 104 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 6,
     "name": "Search Google Results",
     "value": 235640,
     "change": 122.3,
     "sub": "Web search · 136 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 7,
     "name": "Count Matching Profiles",
     "value": 210048,
     "change": 10741.1,
     "sub": "Lead gen · 34 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 8,
     "name": "Find Company Domain",
     "value": 139835,
     "change": 554.2,
     "sub": "Lead gen · 50 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 9,
     "name": "LinkedIn Company",
     "value": 139458,
     "change": 19951.3,
     "sub": "Social · 23 agents",
     "url": "https://monid.ai/rankings"
    },
    {
     "rank": 10,
     "name": "TikTok Video Comments",
     "value": 113418,
     "change": 360.7,
     "sub": "Social · 25 agents",
     "url": "https://monid.ai/rankings"
    }
   ]
  },
  "harnesses": {
   "title": "Agent harnesses by usage",
   "unit": "usage score 0-100",
   "source": "https://github.com/ (stars) · api.npmjs.org · openrouter.ai/apps · agentgid.com",
   "checked": "2026-10-28",
   "note": "Score = 35% OpenRouter app tokens + 35% npm/PyPI weekly downloads + 15% GitHub stars + 15% AgentGid score (log-scaled). OpenRouter only sees BYO-key traffic.",
   "rows": [
    {
     "rank": 1,
     "name": "Claude Code",
     "value": 91.6,
     "url": "https://claude.com/product/claude-code",
     "oss": false,
     "free": null,
     "sub": "8,641,472 npm/wk · 153,684★ · v2.1.312",
     "what": "Anthropic's agentic coding tool (terminal/IDE) that reads the codebase, edits files, runs tests."
    },
    {
     "rank": 2,
     "name": "OpenAI Codex CLI",
     "value": 85.1,
     "url": "https://developers.openai.com/codex",
     "oss": true,
     "free": null,
     "sub": "18,127,935 npm/wk · 131,394★ · rust-v0.165.0",
     "what": "OpenAI's open-source coding agent (Rust CLI; also IDE extension and cloud)."
    },
    {
     "rank": 3,
     "name": "Pi",
     "value": 83.5,
     "url": "https://github.com/earendil-works/pi",
     "oss": true,
     "free": true,
     "sub": "4,099,842 npm/wk · 118,471★ · v1.4.0",
     "what": "Minimal, extensible terminal coding agent (pi-coding-agent) by Mario Zechner / Earendil."
    },
    {
     "rank": 4,
     "name": "OpenClaw",
     "value": 79.7,
     "url": "https://openclaw.ai",
     "oss": true,
     "free": true,
     "sub": "2,722,524 npm/wk · 393,255★ · v2026.10.8",
     "what": "Open-source personal AI agent that connects to messaging apps and takes actions (commands, browsing, files, email)."
    },
    {
     "rank": 5,
     "name": "Hermes Agent",
     "value": 72.0,
     "url": "https://hermes-agent.nousresearch.com/",
     "oss": true,
     "free": true,
     "sub": "257,948★ · v0.22.5",
     "what": "Nous Research open-source self-improving agent with persistent memory, skills, 40+ tools, scheduled automations, subagents."
    },
    {
     "rank": 6,
     "name": "DeepSeek Harness",
     "value": 71.8,
     "url": "https://deepseek.com/harness",
     "oss": true,
     "free": true,
     "sub": "438,180 npm/wk · 264,493★ · dsh-v0.2.2-alpha.2",
     "what": "DeepSeek's open-source \"everything is a plugin\" agent harness (dsh)."
    },
    {
     "rank": 7,
     "name": "Oh My Pi (omp)",
     "value": 62.9,
     "url": "https://omp.sh",
     "oss": true,
     "free": true,
     "sub": "259,789 npm/wk · 36,928★ · v18.13.2",
     "what": "Fork/extension of Pi with IDE/LSP features wired in (\"a coding agent with the IDE wired in\")."
    },
    {
     "rank": 8,
     "name": "Kilo Code",
     "value": 58.1,
     "url": "https://kilocode.ai",
     "oss": true,
     "free": true,
     "sub": "37,095 npm/wk · 27,775★ · v7.8.18",
     "what": "Open-source coding agent for VS Code, JetBrains and CLI."
    },
    {
     "rank": 9,
     "name": "Cline",
     "value": 56.7,
     "url": "https://cline.bot",
     "oss": true,
     "free": true,
     "sub": "67,967 npm/wk · 70,976★ · v4.1.26",
     "what": "Open-source autonomous coding agent for VS Code/JetBrains, with a CLI."
    },
    {
     "rank": 10,
     "name": "OpenCode",
     "value": 54.0,
     "url": "https://opencode.ai",
     "oss": true,
     "free": true,
     "sub": "2,795,045 npm/wk · 222,610★ · v1.19.5",
     "what": "Open-source terminal coding agent (TUI/desktop) by Anomaly (ex-SST), provider-agnostic."
    },
    {
     "rank": 11,
     "name": "OpenHands",
     "value": 48.9,
     "url": "https://openhands.dev",
     "oss": true,
     "free": true,
     "sub": "92,083★ · v1.34.0",
     "what": "Open-source AI software-engineering agent platform (CLI, GUI, cloud)."
    },
    {
     "rank": 12,
     "name": "Gemini CLI",
     "value": 40.8,
     "url": "https://github.com/google-gemini/gemini-cli",
     "oss": true,
     "free": null,
     "sub": "288,968 npm/wk · 108,592★ · v0.66.0",
     "what": "Google's open-source terminal agent for Gemini models."
    },
    {
     "rank": 13,
     "name": "GitHub Copilot CLI",
     "value": 36.4,
     "url": "https://github.com/github/copilot-cli",
     "oss": false,
     "free": null,
     "sub": "1,109,545 npm/wk · 11,305★ · v1.0.105",
     "what": "GitHub's terminal Copilot agent."
    },
    {
     "rank": 14,
     "name": "Qwen Code",
     "value": 32.2,
     "url": "https://github.com/QwenLM/qwen-code",
     "oss": true,
     "free": true,
     "sub": "66,498 npm/wk · 28,771★ · sdk-typescript-v0.1.24",
     "what": "Alibaba Qwen's terminal coding agent (Gemini CLI fork)."
    },
    {
     "rank": 15,
     "name": "Aider",
     "value": 30.5,
     "url": "https://aider.chat",
     "oss": true,
     "free": true,
     "sub": "49,792★ · v0.86.0",
     "what": "Open-source AI pair programming in the terminal (git-aware)."
    },
    {
     "rank": 16,
     "name": "Grok Build",
     "value": 28.7,
     "url": "https://x.ai/build",
     "oss": true,
     "free": true,
     "sub": "70,176 npm/wk · 27,587★",
     "what": "xAI/SpaceXAI's terminal coding agent (grok): full-screen TUI, headless/CI mode, ACP for editors."
    },
    {
     "rank": 17,
     "name": "Crush",
     "value": 26.8,
     "url": "https://github.com/charmbracelet/crush",
     "oss": true,
     "free": true,
     "sub": "11,850 npm/wk · 28,845★ · v0.98.2",
     "what": "Charm's terminal coding agent."
    },
    {
     "rank": 18,
     "name": "Goose",
     "value": 25.5,
     "url": "https://goose-docs.ai/",
     "oss": true,
     "free": true,
     "sub": "55,854★ · v1.56.0",
     "what": "Open-source extensible local agent (desktop + CLI), originally from Block, now under aaif-goose."
    },
    {
     "rank": 19,
     "name": "Kimi CLI",
     "value": 21.8,
     "url": "https://github.com/MoonshotAI/kimi-cli",
     "oss": true,
     "free": true,
     "sub": "11,423★ · 1.52.0",
     "what": "Moonshot AI's terminal agent (now pointing to Kimi Code)."
    },
    {
     "rank": 20,
     "name": "Cursor CLI",
     "value": 20.1,
     "url": "https://cursor.com/docs/cli/overview",
     "oss": false,
     "free": true,
     "sub": "",
     "what": "Cursor's terminal agent (agent / cursor-agent), using a Cursor account."
    }
   ]
  },
  "skills": {
   "title": "Most installed agent skills",
   "unit": "installs, all time",
   "source": "https://skills.sh/",
   "checked": "2026-10-28",
   "rows": [
    {
     "rank": 1,
     "name": "find-skills",
     "value": 4088520,
     "url": "https://skills.sh/vercel-labs/skills/find-skills",
     "sub": "vercel-labs/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 2,
     "name": "grill-me",
     "value": 1451450,
     "url": "https://skills.sh/mattpocock/skills/grill-me",
     "sub": "mattpocock/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 3,
     "name": "hyperframes-cli",
     "value": 1295542,
     "url": "https://skills.sh/heygen-com/hyperframes/hyperframes-cli",
     "sub": "heygen-com/hyperframes",
     "oss": true,
     "free": true
    },
    {
     "rank": 4,
     "name": "agent-browser",
     "value": 1279394,
     "url": "https://skills.sh/vercel-labs/agent-browser/agent-browser",
     "sub": "vercel-labs/agent-browser",
     "oss": true,
     "free": true
    },
    {
     "rank": 5,
     "name": "hyperframes",
     "value": 1261728,
     "url": "https://skills.sh/heygen-com/hyperframes/hyperframes",
     "sub": "heygen-com/hyperframes",
     "oss": true,
     "free": true
    },
    {
     "rank": 6,
     "name": "grill-with-docs",
     "value": 1242745,
     "url": "https://skills.sh/mattpocock/skills/grill-with-docs",
     "sub": "mattpocock/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 7,
     "name": "improve-codebase-architecture",
     "value": 1185032,
     "url": "https://skills.sh/mattpocock/skills/improve-codebase-architecture",
     "sub": "mattpocock/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 8,
     "name": "media-use",
     "value": 1166565,
     "url": "https://skills.sh/heygen-com/hyperframes/media-use",
     "sub": "heygen-com/hyperframes",
     "oss": true,
     "free": true
    },
    {
     "rank": 9,
     "name": "tdd",
     "value": 1161645,
     "url": "https://skills.sh/mattpocock/skills/tdd",
     "sub": "mattpocock/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 10,
     "name": "reddit-automation",
     "value": 1135846,
     "url": "https://skills.sh/flowkit-labs/skills/reddit-automation",
     "sub": "flowkit-labs/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 11,
     "name": "design-mobile-apps",
     "value": 1081603,
     "url": "https://skills.sh/designed-by-ai/skills/design-mobile-apps",
     "sub": "designed-by-ai/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 12,
     "name": "setup-matt-pocock-skills",
     "value": 1073221,
     "url": "https://skills.sh/mattpocock/skills/setup-matt-pocock-skills",
     "sub": "mattpocock/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 13,
     "name": "handoff",
     "value": 1060230,
     "url": "https://skills.sh/mattpocock/skills/handoff",
     "sub": "mattpocock/skills",
     "oss": true,
     "free": true
    },
    {
     "rank": 14,
     "name": "hyperframes-registry",
     "value": 1057327,
     "url": "https://skills.sh/heygen-com/hyperframes/hyperframes-registry",
     "sub": "heygen-com/hyperframes",
     "oss": true,
     "free": true
    },
    {
     "rank": 15,
     "name": "frontend-design",
     "value": 1043878,
     "url": "https://skills.sh/anthropics/skills/frontend-design",
     "sub": "anthropics/skills",
     "oss": true,
     "free": true
    }
   ]
  },
  "skills_trending": {
   "title": "Trending skills today",
   "unit": "installs, last 24h",
   "source": "https://skills.sh/trending",
   "checked": "2026-10-28",
   "note": "skills.sh trending includes skills-shell/superpowers entries with near-identical counts (~20.3K each) — possible install inflation; flag before ranking.",
   "rows": [
    {
     "rank": 1,
     "name": "design-mobile-apps",
     "value": 21689,
     "url": "https://skills.sh/designed-by-ai/skills/design-mobile-apps",
     "sub": "designed-by-ai/skills"
    },
    {
     "rank": 2,
     "name": "ui-taste",
     "value": 21364,
     "url": "https://skills.sh/uizze.sh/ui-taste",
     "sub": "uizze.sh"
    },
    {
     "rank": 3,
     "name": "hyperframes-cli",
     "value": 20500,
     "url": "https://skills.sh/heygen-com/hyperframes/hyperframes-cli",
     "sub": "heygen-com/hyperframes"
    },
    {
     "rank": 4,
     "name": "hyperframes",
     "value": 20192,
     "url": "https://skills.sh/heygen-com/hyperframes/hyperframes",
     "sub": "heygen-com/hyperframes"
    },
    {
     "rank": 5,
     "name": "media-use",
     "value": 19879,
     "url": "https://skills.sh/heygen-com/hyperframes/media-use",
     "sub": "heygen-com/hyperframes"
    },
    {
     "rank": 6,
     "name": "ai-image-generation",
     "value": 19793,
     "url": "https://skills.sh/skills-shell/superpowers/ai-image-generation",
     "sub": "skills-shell/superpowers"
    },
    {
     "rank": 7,
     "name": "twitter-automation",
     "value": 19784,
     "url": "https://skills.sh/skills-shell/superpowers/twitter-automation",
     "sub": "skills-shell/superpowers"
    },
    {
     "rank": 8,
     "name": "ai-video-generation",
     "value": 19784,
     "url": "https://skills.sh/skills-shell/superpowers/ai-video-generation",
     "sub": "skills-shell/superpowers"
    },
    {
     "rank": 9,
     "name": "ai-avatar-video",
     "value": 19782,
     "url": "https://skills.sh/skills-shell/superpowers/ai-avatar-video",
     "sub": "skills-shell/superpowers"
    },
    {
     "rank": 10,
     "name": "hyperframes-registry",
     "value": 19487,
     "url": "https://skills.sh/heygen-com/hyperframes/hyperframes-registry",
     "sub": "heygen-com/hyperframes"
    }
   ]
  },
  "clawhub": {
   "title": "Top OpenClaw skills (ClawHub)",
   "unit": "downloads",
   "source": "https://clawhub.ai/",
   "checked": "2026-10-28",
   "rows": [
    {
     "rank": 1,
     "name": "self-improving-agent",
     "value": 489239,
     "url": "https://clawhub.ai/pskoett/skills/self-improving-agent",
     "sub": "pskoett"
    },
    {
     "rank": 2,
     "name": "skill-vetter",
     "value": 280147,
     "url": "https://clawhub.ai/spclaudehome/skills/skill-vetter",
     "sub": "spclaudehome"
    },
    {
     "rank": 3,
     "name": "self-improving",
     "value": 213235,
     "url": "https://clawhub.ai/ivangdavila/skills/self-improving",
     "sub": "ivangdavila"
    },
    {
     "rank": 4,
     "name": "github",
     "value": 203005,
     "url": "https://clawhub.ai/steipete/skills/github",
     "sub": "steipete"
    },
    {
     "rank": 5,
     "name": "ontology",
     "value": 200895,
     "url": "https://clawhub.ai/oswalpalash/skills/ontology",
     "sub": "oswalpalash"
    },
    {
     "rank": 6,
     "name": "gog",
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     "url": "https://favz.co/"
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     "url": "https://favz.co/"
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    },
    {
     "model": "deepseek/deepseek-v4.1-flash-1017",
     "providers": 36,
     "cheapest": {
      "provider": "Sail Research",
      "blended": 0.1133,
      "in_per_m": 0.101,
      "out_per_m": 0.15,
      "quant": "fp4",
      "uptime_1d": 100
     },
     "priciest_blended": 0.7875,
     "fastest": {
      "provider": "baseten",
      "tps": 104,
      "ttft_ms": 4841
     },
     "url": "https://openrouter.ai/deepseek/deepseek-v4.1-flash-1017/providers"
    },
    {
     "model": "reflection/beam-1.0-501b-a23b",
     "providers": 5,
     "cheapest": {
      "provider": "Nebius",
      "blended": 0.4375,
      "in_per_m": 0.25,
      "out_per_m": 1.0,
      "quant": "fp4",
      "uptime_1d": 100
     },
     "priciest_blended": 0.6,
     "fastest": {
      "provider": "baseten",
      "tps": 299,
      "ttft_ms": 355
     },
     "url": "https://openrouter.ai/reflection/beam-1.0-501b-a23b/providers"
    },
    {
     "model": "prism-ml/ternary-bonsai-2-9b",
     "providers": 1,
     "cheapest": {
      "provider": "Darkbloom",
      "blended": 0.0925,
      "in_per_m": 0.08,
      "out_per_m": 0.13,
      "quant": "int4",
      "uptime_1d": 99.5
     },
     "priciest_blended": 0.0925,
     "fastest": null,
     "url": "https://openrouter.ai/prism-ml/ternary-bonsai-2-9b/providers"
    },
    {
     "model": "moondream/moondream3-preview",
     "providers": 1,
     "cheapest": {
      "provider": "PrimeIntellect",
      "blended": 0.85,
      "in_per_m": 0.3,
      "out_per_m": 2.5,
      "quant": "fp8",
      "uptime_1d": 100
     },
     "priciest_blended": 0.85,
     "fastest": null,
     "url": "https://openrouter.ai/moondream/moondream3-preview/providers"
    },
    {
     "model": "moondream/moondream3.1-9b-a2b",
     "providers": 1,
     "cheapest": {
      "provider": "PrimeIntellect",
      "blended": 0.85,
      "in_per_m": 0.3,
      "out_per_m": 2.5,
      "quant": "fp8",
      "uptime_1d": 100
     },
     "priciest_blended": 0.85,
     "fastest": null,
     "url": "https://openrouter.ai/moondream/moondream3.1-9b-a2b/providers"
    },
    {
     "model": "meta/muse-spark-open",
     "providers": 6,
     "cheapest": {
      "provider": "Makora",
      "blended": 2.0,
      "in_per_m": 1.25,
      "out_per_m": 4.25,
      "quant": "fp4",
      "uptime_1d": 100
     },
     "priciest_blended": 2.0,
     "fastest": {
      "provider": "baseten",
      "tps": 113,
      "ttft_ms": 295
     },
     "url": "https://openrouter.ai/meta/muse-spark-open/providers"
    },
    {
     "model": "nvidia/nemotron-3.5-super-vl",
     "providers": 9,
     "cheapest": {
      "provider": "Darkbloom",
      "blended": 0.1325,
      "in_per_m": 0.06,
      "out_per_m": 0.35,
      "quant": "nvfp4",
      "uptime_1d": 99.8
     },
     "priciest_blended": 0.45,
     "fastest": null,
     "url": "https://openrouter.ai/nvidia/nemotron-3.5-super-vl/providers"
    }
   ]
  },
  "marketplaces": {
   "title": "Where agents find skills, tools & bots",
   "unit": "",
   "source": "see each row",
   "checked": "2026-10-28",
   "note": "Grok Bot (xAI harness, beta 2026-08-11) official template marketplace at x.ai/bot/marketplace plus community indexes; separate from Grok Build plugin marketplace and Grok Connectors.",
   "rows": [
    {
     "rank": 1,
     "name": "skills.sh (Vercel)",
     "value": 1516976,
     "metric": "skills_listed",
     "url": "https://skills.sh/",
     "sub": "agent skills (SKILL.md) for Claude Code/Codex/Cursor/etc; installs leaderboard"
    },
    {
     "rank": 2,
     "name": "ClawHub",
     "value": 489239,
     "metric": "top_skill_downloads",
     "url": "https://clawhub.ai/",
     "sub": "OpenClaw skills + plugins"
    },
    {
     "rank": 3,
     "name": "Hermes Skills Hub",
     "value": 102389,
     "metric": "skills",
     "url": "https://hermes-agent.nousresearch.com/docs/skills",
     "sub": "aggregated skills (ClawHub, skills.sh, GitHub taps, LobeHub, browse.sh, NVIDIA)"
    },
    {
     "rank": 4,
     "name": "Smithery",
     "value": 20758,
     "metric": "mcp_servers",
     "url": "https://smithery.ai/",
     "sub": "MCP servers (hosted+local) with useCount"
    },
    {
     "rank": 5,
     "name": "Official MCP Registry",
     "value": ">30000",
     "metric": "server_version_entries",
     "url": "https://registry.modelcontextprotocol.io/",
     "sub": "MCP server metadata"
    },
    {
     "rank": 6,
     "name": "Glama MCP",
     "value": 111593,
     "metric": "mcp_servers",
     "url": "https://glama.ai/mcp/servers",
     "sub": "MCP servers"
    },
    {
     "rank": 7,
     "name": "Skillselion",
     "value": 87443,
     "metric": "listings",
     "url": "https://skillselion.com/",
     "sub": "skills 64,756; MCP 9,891; marketplaces 10,411; plugins 2,385"
    },
    {
     "rank": 8,
     "name": "Monid",
     "value": 2968,
     "metric": "endpoints",
     "url": "https://monid.ai/",
     "sub": "pay-per-call tool/API marketplace for agents (\"OpenRouter for agent tools\")"
    },
    {
     "rank": 9,
     "name": "browse.sh (Browserbase)",
     "value": 479,
     "metric": "skills",
     "url": "https://browse.sh/",
     "sub": "site-specific browser-automation skills"
    },
    {
     "rank": 10,
     "name": "Favz",
     "value": 189098,
     "metric": "repos_scanned",
     "url": "https://favz.co/",
     "sub": "census of MCP/skills/plugins configured in public GitHub repos"
    },
    {
     "rank": 11,
     "name": "Grok Bot Marketplace (official, xAI)",
     "value": 31,
     "metric": "templates_on_landing_page",
     "url": "https://x.ai/bot/marketplace",
     "sub": "Grok Bot templates; tabs: From Grok Bot Team, Engineering, Sales, Marketing, Design, Personal, Recruiting & People, Product, Operations"
    },
    {
     "rank": 12,
     "name": "Grok Bot Index",
     "value": 489,
     "metric": "public_templates",
     "url": "https://grokbotindex.com/",
     "sub": "independent index of Grok Bot templates; \"checked Oct 27, 2026\""
    },
    {
     "rank": 13,
     "name": "Grokdex",
     "value": 89,
     "metric": "listed_bots",
     "url": "https://grokdex.net/templates",
     "sub": "community ranked board of Grok Bot share links (votes/adds)"
    },
    {
     "rank": 14,
     "name": "aiagents.org Grok Bot Hub",
     "value": 278,
     "metric": "bots",
     "url": "https://aiagents.org/grok-bots",
     "sub": null
    },
    {
     "rank": 15,
     "name": "awesome-grok-bot",
     "value": 41,
     "metric": "github_stars",
     "url": "https://github.com/Anil-matcha/awesome-grok-bot",
     "sub": null
    },
    {
     "rank": 16,
     "name": "Grok Build Plugin Marketplace",
     "value": 309,
     "metric": "github_stars (xai-org/plugin-marketplace)",
     "url": "https://x.ai/news/grok-plugin-marketplace",
     "sub": "plugins (skills, commands, agents, hooks, MCP, LSP) for Grok Build CLI; launched 2026-06-11"
    },
    {
     "rank": 17,
     "name": "Grok Connectors",
     "value": null,
     "metric": "connectors",
     "url": "https://grok.com/connectors",
     "sub": null
    },
    {
     "rank": 18,
     "name": "GPT Store / ChatGPT apps",
     "value": null,
     "metric": "listings",
     "url": "https://chatgpt.com/gpts",
     "sub": null
    },
    {
     "rank": 19,
     "name": "OpenRouter apps",
     "value": null,
     "metric": "apps",
     "url": "https://openrouter.ai/apps",
     "sub": null
    },
    {
     "rank": 20,
     "name": "Hugging Face Spaces",
     "value": null,
     "metric": "spaces",
     "url": "https://huggingface.co/spaces",
     "sub": null
    },
    {
     "rank": 21,
     "name": "PulseMCP",
     "value": null,
     "metric": "servers",
     "url": "https://www.pulsemcp.com/",
     "sub": null
    },
    {
     "rank": 22,
     "name": "LobeHub skills",
     "value": 505,
     "metric": "skills_indexed_by_hermes",
     "url": "https://lobehub.com/skills",
     "sub": null
    }
   ]
  },
  "startups": {
   "title": "AI companies by revenue run-rate",
   "unit": "USD per year",
   "source": "per row (CNBC, Reuters, The Information, filings…)",
   "checked": "2026-10-28",
   "note": "Latest public figure per company; dates and metric types differ (ARR, run-rate, quarterly ×4). Not strictly comparable.",
   "rows": [
    {
     "rank": 1,
     "name": "Anthropic",
     "value": 65000000000.0,
     "url": "https://cnbc.com/2026/08/17/anthropic-says-annualized-revenue-climbed-to-65-billion-in-july.html",
     "sub": "frontier lab · 2026-07 · CNBC",
     "oss": false
    },
    {
     "rank": 2,
     "name": "OpenAI",
     "value": 50000000000.0,
     "url": "https://qz.com/openai-annualized-revenue-50-billion-correction-ai-stocks-100826",
     "sub": "frontier lab · 2026-09-30 · Quartz citing CNBC/FT",
     "oss": true
    },
    {
     "rank": 3,
     "name": "xAI / SpaceX 'Super Intelligence' segment",
     "value": 30400000000.0,
     "url": "https://fool.com/investing/2026/10/26/spacex-now-trades-like-an-ai-stock-here-s-what-that-means-for-your-portfolio",
     "sub": "frontier lab (+ Cursor, cloud) · 2026-Q3 · Motley Fool on SpaceX Q3 results",
     "oss": false
    },
    {
     "rank": 4,
     "name": "CoreWeave (public, CRWV)",
     "value": 10300000000.0,
     "url": "https://theregister.com/off-prem/2026/08/12/coreweave-revenue-doubles-as-debt-pile-reaches-356b/5286832",
     "sub": "GPU cloud / infra · 2026-Q2 · The Register",
     "oss": false
    },
    {
     "rank": 5,
     "name": "Cursor (Anysphere)",
     "value": 4000000000.0,
     "url": "https://app.dealroom.co/news/note/cursor-tops-4b-annualized-revenue-june-2026",
     "sub": "coding agent / IDE · 2026-06 · Dealroom.co",
     "oss": false
    },
    {
     "rank": 6,
     "name": "Mercor",
     "value": 2000000000.0,
     "url": "https://techcrunch.com/2026/07/08/these-ai-startups-are-growing-revenue-at-faster-and-faster-rates",
     "sub": "AI training data / expert marketplace · 2026-06 · TechCrunch",
     "oss": false
    },
    {
     "rank": 7,
     "name": "Surge AI",
     "value": 1400000000.0,
     "url": "https://aitrainer.work/news/scale-ai-fallout-surge-ai-hyper-growth",
     "sub": "AI training data / RLHF · 2025-08 (reported May 2026) · aitrainer.work (cites Sacra/GetLatka)",
     "oss": false
    },
    {
     "rank": 8,
     "name": "Together AI",
     "value": 1150000000.0,
     "url": "https://valueaddvc.com/blog/how-does-together-ai-make-money-gpu-rentals-per-token-pricing-and-8-3b-valuation",
     "sub": "inference / neocloud · 2026-Q2 · Value Add VC (cites company)",
     "oss": false
    },
    {
     "rank": 9,
     "name": "Fireworks AI",
     "value": 1000000000.0,
     "url": "https://fireworks.ai/blog/series-d-announcement",
     "sub": "inference · 2026-07-15 · Fireworks (company blog)",
     "oss": false
    },
    {
     "rank": 10,
     "name": "Modal Labs",
     "value": 1000000000.0,
     "url": "https://modal.com/blog/1-billion-annualized-run-rate-series-d",
     "sub": "serverless GPU / sandboxes infra · 2026-10-14 · Modal (company blog); SiliconANGLE",
     "oss": false
    },
    {
     "rank": 11,
     "name": "Cognition (Devin + Windsurf)",
     "value": 1000000000.0,
     "url": "https://startupfortune.com/cognitions-devin-ai-coding-agent-doubles-revenue-to-1-billion-a-year",
     "sub": "coding agent · 2026-09 · Startup Fortune citing Bloomberg",
     "oss": false
    },
    {
     "rank": 12,
     "name": "Scale AI",
     "value": 1000000000.0,
     "url": "https://valueaddvc.com/blog/scale-ai-valuation-what-the-data-labeling-company-is-worth-after-the-meta-deal",
     "sub": "AI training data · 2025 FY (stated May 2026) · Value Add VC citing Forbes (May 2026)",
     "oss": false
    },
    {
     "rank": 13,
     "name": "Perplexity",
     "value": 750000000.0,
     "url": "https://benzinga.com/markets/tech/26/08/61374579/nvidia-perplexity-30-billion-valuation-750-million-revenue-bezos",
     "sub": "AI search / answer engine · 2026-08 · Benzinga citing Reuters/The Information",
     "oss": false
    },
    {
     "rank": 14,
     "name": "Cerebras (public, CBRS)",
     "value": 720400000.0,
     "url": "https://investors.cerebras.ai/news-releases/news-release-details/cerebras-systems-fast-inference-cloud-business-nearly-quadruples",
     "sub": "AI chips / inference cloud · 2026-Q2 · Cerebras IR",
     "oss": false
    },
    {
     "rank": 15,
     "name": "Lovable",
     "value": 600000000.0,
     "url": "https://sacra.com/c/lovable",
     "sub": "vibe-coding app builder · 2026-09 · Sacra (estimate)",
     "oss": false
    },
    {
     "rank": 16,
     "name": "Baseten",
     "value": 600000000.0,
     "url": "https://sacra.com/c/baseten",
     "sub": "inference · 2026-03 · Sacra (estimate)",
     "oss": false
    },
    {
     "rank": 17,
     "name": "ElevenLabs",
     "value": 600000000.0,
     "url": "https://valueaddvc.com/blog/how-does-elevenlabs-make-money-api-enterprise-voice-agents-and-the-business-model-breakdown",
     "sub": "voice AI · 2026-09 · Value Add VC",
     "oss": false
    },
    {
     "rank": 18,
     "name": "Vercel (v0)",
     "value": 600000000.0,
     "url": "https://okara.ai/blog/vercel-revenue-growth",
     "sub": "dev platform / app builder · 2026-10-01 · okara.ai citing The Information",
     "oss": false
    },
    {
     "rank": 19,
     "name": "Replit",
     "value": 525000000.0,
     "url": "https://sacra.com/research/replit-passes-500m-year",
     "sub": "coding agent / app builder · 2026-04 · Sacra (estimate)",
     "oss": false
    },
    {
     "rank": 20,
     "name": "Midjourney",
     "value": 500000000.0,
     "url": "https://valueaddvc.com/company/midjourney",
     "sub": "image/video generation · 2026 · Value Add VC (estimate)",
     "oss": false
    },
    {
     "rank": 21,
     "name": "Groq",
     "value": 500000000.0,
     "url": "https://en.wikipedia.org/wiki/Groq",
     "sub": "inference chips / cloud · 2025 FY · Wikipedia",
     "oss": false
    },
    {
     "rank": 22,
     "name": "Mistral AI",
     "value": 400000000.0,
     "url": "https://presenc.ai/research/mistral-ai-revenue-and-arr-2026",
     "sub": "frontier lab (EU) · 2026-02 · Presenc AI citing Financial Times",
     "oss": true
    },
    {
     "rank": 23,
     "name": "Harvey",
     "value": 400000000.0,
     "url": "https://saassentinel.com/2026/09/10/harvey-raises-550m-at-15-5b-valuation-as-legal-ai-arr-tops-400m",
     "sub": "legal AI · 2026-09 · SaaS Sentinel",
     "oss": true
    },
    {
     "rank": 24,
     "name": "Glean",
     "value": 300000000.0,
     "url": "https://businesswire.com/news/home/20260528505530/en/Glean-Surpasses-%24300M-ARR-Unrivaled-Enterprise-Context-Fuels-AI-Adoption",
     "sub": "enterprise search / agents · 2026-05-28 · Business Wire (company)",
     "oss": false
    },
    {
     "rank": 25,
     "name": "OpenEvidence",
     "value": 300000000.0,
     "url": "https://investing.com/news/stock-market-news/openevidence-reaches-300m-revenue-run-rate-bank-of-america-says-93CH-4801016",
     "sub": "medical AI search · 2026-07 · Investing.com citing The Information",
     "oss": false
    },
    {
     "rank": 26,
     "name": "Suno",
     "value": 300000000.0,
     "url": "https://digitalmusicnews.com/2026/10/01/suno-revenue-october-2026",
     "sub": "AI music · 2026-02 (reaffirmed 'far beyond' Oct 2026) · Digital Music News",
     "oss": false
    },
    {
     "rank": 27,
     "name": "Cohere",
     "value": 240000000.0,
     "url": "https://cnbc.com/2026/02/13/ai-startup-cohere-revenue-ipo.html",
     "sub": "enterprise LLMs · 2025-12 · CNBC",
     "oss": true
    },
    {
     "rank": 28,
     "name": "Sierra",
     "value": 200000000.0,
     "url": "https://tradeopus.com/stocks/sierra-reaches-200m-revenue-run-rate-as-ai-agents-gain-enterprise-budgets",
     "sub": "customer-service agents · 2026-05 · TradeOpus citing NYT",
     "oss": false
    },
    {
     "rank": 29,
     "name": "Runway",
     "value": 200000000.0,
     "url": "https://clinkbill.com/arr-leaderboard/runway",
     "sub": "video generation / world models · 2026-09 · Clink citing Bloomberg",
     "oss": false
    },
    {
     "rank": 30,
     "name": "HeyGen",
     "value": 200000000.0,
     "url": "https://heygen.com/blog/heygen-surpasses-200m-arr",
     "sub": "AI video avatars · 2026-06-25 · HeyGen (company)",
     "oss": false
    }
   ]
  },
  "open_labs": {
   "title": "Open-weight labs: newest release",
   "unit": "",
   "source": "https://huggingface.co/",
   "checked": "2026-10-28",
   "rows": [
    {
     "rank": 1,
     "name": "Ant Group inclusionAI (Ling)",
     "value": null,
     "url": "https://huggingface.co/inclusionAI/Ling-3.1-flash-1019",
     "sub": "Ling-3.1-flash-1019 · 2026-10-27 · check card",
     "oss": true
    },
    {
     "rank": 2,
     "name": "MiniMax",
     "value": null,
     "url": "https://huggingface.co/MiniMaxAI/MiniMax-M3.1-Flash",
     "sub": "MiniMax-M3.1-Flash (428B MoE) · 2026-10-17 (HF), weights announced 2026-10-23 · Custom non-MIT license",
     "oss": true
    },
    {
     "rank": 3,
     "name": "DeepSeek",
     "value": null,
     "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017",
     "sub": "DeepSeek-V4.1-Flash-1017 · 2026-10-17 · MIT",
     "oss": true
    },
    {
     "rank": 4,
     "name": "IBM Granite",
     "value": null,
     "url": "https://huggingface.co/ibm-granite/granite-switch-4.1-30b",
     "sub": "granite-switch-4.1-30b · 2026-10-14 · Apache-2.0 (typical)",
     "oss": true
    },
    {
     "rank": 5,
     "name": "NVIDIA Nemotron",
     "value": null,
     "url": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-BF16",
     "sub": "NVIDIA-Nemotron-3.5-Super-VL-120B-A12B; Nemotron 3.5 Bolt E4B (2026-10-23) · 2026-10-12 · NVIDIA Open Model License",
     "oss": true
    },
    {
     "rank": 6,
     "name": "Mistral AI",
     "value": null,
     "url": "https://huggingface.co/mistralai/Mistral-Large-3-675B-Instruct-2512",
     "sub": "Mistral Large 4 (1T, 'Le Chonk') — API preview, weights announced but not on HF yet; latest LLM on HF: Mistral-Large-3-675B-Instruct-2512 · 2026-10-06 (ML4 announce); 2025-11-28 (Large 3 HF) · Apache-2.0 (Large 3)",
     "oss": true
    },
    {
     "rank": 7,
     "name": "Xiaomi MiMo",
     "value": null,
     "url": "https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Pro-RL",
     "sub": "MiMo-V2.6-Pro / Flash · 2026-09-27 · check card",
     "oss": true
    },
    {
     "rank": 8,
     "name": "StepFun",
     "value": null,
     "url": "https://huggingface.co/stepfun-ai/Step-5-Preview",
     "sub": "Step-5-Preview · 2026-09-20 · check card",
     "oss": true
    },
    {
     "rank": 9,
     "name": "Meta",
     "value": null,
     "url": "https://huggingface.co/meta-models/Muse-Spark-Open-816B-A42B",
     "sub": "Muse-Spark-Open-816B-A42B · 2026-09-15 · Custom Meta license",
     "oss": true
    },
    {
     "rank": 10,
     "name": "Zhipu / Z.ai (GLM)",
     "value": null,
     "url": "https://huggingface.co/zai-org/GLM-5.3",
     "sub": "GLM-5.3 / GLM-5.3-Flash · 2026-08-25 · MIT",
     "oss": true
    },
    {
     "rank": 11,
     "name": "Alibaba Qwen",
     "value": null,
     "url": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B",
     "sub": "Qwen3.8-2.4T-A95B (LLM); Qwen3.8-Flash-Next (2026-08-24); Qwen-Image-2.1-Turbo (2026-10-09) · 2026-08-08 · Apache-2.0 for most; Qwen-Image-2.1-Turbo research license",
     "oss": true
    },
    {
     "rank": 12,
     "name": "Moonshot AI (Kimi)",
     "value": null,
     "url": "https://huggingface.co/moonshotai/Kimi-K3",
     "sub": "Kimi-K3 (2.8T MoE) · 2026-06-13 (HF repo) · Modified MIT",
     "oss": true
    },
    {
     "rank": 13,
     "name": "Google Gemma",
     "value": null,
     "url": "https://huggingface.co/google/gemma-4-31B-it-qat-w4a16-ct",
     "sub": "Gemma 4 (E2B/E4B/12B/26B-A4B/31B); QAT variants 2026-06 · 2026-04-02 · Apache-2.0",
     "oss": true
    },
    {
     "rank": 14,
     "name": "OpenAI",
     "value": null,
     "url": "https://huggingface.co/openai/gpt-oss-120b",
     "sub": "gpt-oss-120b / gpt-oss-20b (no newer open LLM found) · 2025-08-04 · Apache-2.0",
     "oss": true
    }
   ]
  },
  "x_signals": {
   "title": "On X this week",
   "unit": "likes",
   "source": "https://x.com/ (read-only search by our X researcher)",
   "checked": "2026-10-28",
   "note": "Claims seen on X. Leads, not verified facts: a number only moves into the tables above after we check the official source.",
   "rows": [
    {
     "rank": 1,
     "name": "@deepseek_ai",
     "value": 43349,
     "url": "https://x.com/deepseek_ai/status/2112476496283775135",
     "sub": "🚀 Introducing DeepInfer, our in-house inference framework, now fully open source!  Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. W… · 2026-10-20"
    },
    {
     "rank": 2,
     "name": "@deepseek_ai",
     "value": 37166,
     "url": "https://x.com/deepseek_ai/status/2111375640717033777",
     "sub": "🚀 DeepSeek-V4.1-Flash-1017 is here!  Stronger benchmark performance, faster task completion, and shorter outputs than the previous version—a Pareto improvement … · 2026-10-17"
    },
    {
     "rank": 3,
     "name": "@FireworksAI_HQ",
     "value": 5611,
     "url": "https://x.com/FireworksAI_HQ/status/2112973992097468795",
     "sub": "DeepSeek V4.1 Flash 1017 runs at 1,521+ tok/s on Fireworks Ultrafast.  Fast enough to ship Tetris in 11 seconds, 7x faster than Claude Opus 5.5.  Join the Ultra… · 2026-10-21"
    },
    {
     "rank": 4,
     "name": "@ArtificialAnlys",
     "value": 4079,
     "url": "https://x.com/ArtificialAnlys/status/2115265133467635877",
     "sub": "Announcing Artificial Analysis Intelligence Index v5, featuring 2 new benchmarks and 3 upgrades. For the first time, the majority of the Index is built on priva… · 2026-10-28"
    },
    {
     "rank": 5,
     "name": "@ImAI_Eruel",
     "value": 3182,
     "url": "https://x.com/ImAI_Eruel/status/2111424490240675921",
     "sub": "The benchmark scores for DeepSeek-V4.1-Flash-1017, which was just released, are turning out to be utterly ridiculous (with active parameters at 8B and 16B, it c… · 2026-10-17"
    },
    {
     "rank": 6,
     "name": "@coldniko",
     "value": 3134,
     "url": "https://x.com/coldniko/status/2113835370869583983",
     "sub": "Deepseek-V4.1-Flash now runs on 64GB of RAM with Strata.  Using GSQ-RCO quantizations by  @mhelcig · 2026-10-24"
    },
    {
     "rank": 7,
     "name": "@karanC_12",
     "value": 2707,
     "url": "https://x.com/karanC_12/status/2111428441019170937",
     "sub": "Opus 5.5 vs DeepSeek V4.1 Flash-1017   •Opus: 20 mins, $6 •DeepSeek: 1 hour, $0.23  Opus cooked, but DeepSeek got surprisingly close at 26x cheaper. · 2026-10-17"
    },
    {
     "rank": 8,
     "name": "@HamelHusain",
     "value": 2299,
     "url": "https://x.com/HamelHusain/status/2112588257104216294",
     "sub": "New blog post 🎉: How To Use Decision Models For Evals  In this post, we show you how to choose a decision model for your task, tune its threshold (don't assume … · 2026-10-20"
    },
    {
     "rank": 9,
     "name": "@SPAC89",
     "value": 2060,
     "url": "https://x.com/SPAC89/status/2111413922989224089",
     "sub": "GPT 6.1 Sol Ultra vs DeepSeek V4.1 Flash 1017 Max, I still can't believe a model that's 90% cheaper can produce results this good, how is this even possible? Bo… · 2026-10-17"
    },
    {
     "rank": 10,
     "name": "@painn_x",
     "value": 2008,
     "url": "https://x.com/painn_x/status/2110677445850325128",
     "sub": "WTFFF, this is absolutely insane 😳  deepseek v4.1 flash is free on opencode and tokenhabor right now  and i run it on deepseek's own agent harness for $0 no sub… · 2026-10-15"
    },
    {
     "rank": 11,
     "name": "@mhelcig",
     "value": 1764,
     "url": "https://x.com/mhelcig/status/2113769988813144118",
     "sub": "Run a 763B-parameter model locally. DeepSeek-V4.1-Flash-1017 on a 12GB GPU.  Frontier quality with GSQ-RCO quants, directly supported in the Strata inference en… · 2026-10-23"
    },
    {
     "rank": 12,
     "name": "@deedydas",
     "value": 1681,
     "url": "https://x.com/deedydas/status/2114195317860266432",
     "sub": "There is an absolute barrage of inference providers popping up that get to $1M/mo extremely quickly.  This is the rough economics of inference providers:  Even … · 2026-10-25"
    }
   ]
  }
 }
}