{
  "netuid": 17,
  "slug": "404-gen",
  "name": "404\u2014GEN",
  "symbol": "\u03c1",
  "description": "a decentralized 3D content generation competition",
  "priceTao": 0.015249664,
  "priceUsd": 3.8589443370064918,
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  "change30d": 21.713592746763585,
  "change90d": 0.0,
  "marketCapUsd": 17723935.442677096,
  "volume24hUsd": 521982.52104156575,
  "rootProp": 0.1616795133897886,
  "liquidityUsd": 16204460.63808794,
  "alphaStaked": 2493188.739874414,
  "activeMiners": 1,
  "activeValidators": 7,
  "emissionPct": 0.0014277365573521245,
  "emissionPerDayTao": 1.0,
  "registrationCost": 0.0,
  "pruningRank": 13,
  "immunityRemaining": 4888,
  "sentiment": "Neutral",
  "githubRepo": "https://github.com/404-Repo/404-gen-subnet",
  "subnetUrl": "https://www.404.xyz",
  "scorecard": {
    "adoption": {
      "label": "weak",
      "score": 17,
      "reasons": [
        {
          "tone": "neutral",
          "label": "Stars",
          "value": "4",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "Contributors",
          "value": "6",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "24h volume",
          "value": "$521,983",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "Validators",
          "value": "7",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "Bus factor",
          "value": "Top contributor: 54%",
          "weight": null
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        {
          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=14 \u00d7 0.6 + llm=22 \u00d7 0.4",
          "weight": null
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    "shipSpeed": {
      "label": "weak",
      "score": 34,
      "reasons": [
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          "tone": "neutral",
          "label": "Commits 30d",
          "value": "2",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "Merged PRs 30d",
          "value": "4",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "Releases 12m",
          "value": "0",
          "weight": null
        },
        {
          "tone": "positive",
          "label": "Latest push",
          "value": "2026-04-29T12:45:14Z",
          "weight": null
        },
        {
          "tone": "negative",
          "label": "Momentum",
          "value": "decelerating (2/30d vs 5/mo avg)",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=42 \u00d7 0.6 + llm=22 \u00d7 0.4",
          "weight": null
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    "updatedAt": "2026-04-29T20:41:08.730579+00:00",
    "confidence": 0.82,
    "usefulness": {
      "label": "commoditized risk",
      "score": 38,
      "reasons": [
        {
          "tone": "neutral",
          "label": "Durable keywords",
          "value": "0 matched",
          "weight": null
        },
        {
          "tone": "positive",
          "label": "Commodity risk",
          "value": "0 matched",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "Subnet traction",
          "value": "4/30",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=34 \u00d7 0.6 + llm=45 \u00d7 0.4",
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    "codeQuality": {
      "label": "weak",
      "score": 21,
      "reasons": [
        {
          "tone": "negative",
          "label": "CI",
          "value": "Missing",
          "weight": null
        },
        {
          "tone": "negative",
          "label": "Tests",
          "value": "Missing",
          "weight": null
        },
        {
          "tone": "positive",
          "label": "Docs",
          "value": "Basic (600 chars)",
          "weight": null
        },
        {
          "tone": "negative",
          "label": "Dep mgmt",
          "value": "None",
          "weight": null
        },
        {
          "tone": "neutral",
          "label": "PR reviews",
          "value": "1.0 avg, 70% self-merge",
          "weight": null
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        {
          "tone": "neutral",
          "label": "Commit quality",
          "value": "20% conventional",
          "weight": null
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        {
          "tone": "neutral",
          "label": "Security hygiene",
          "value": "No SECURITY.md",
          "weight": null
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          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=17 \u00d7 0.6 + llm=28 \u00d7 0.4",
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  "marketScore": 27.0,
  "githubScore": 28.0,
  "aiScore": 32.0,
  "masterScore": 29.0,
  "masterRating": "D",
  "lastUpdatedAt": "2026-04-29T20:21:48Z",
  "isStale": false,
  "masterScorePrev": 30.0,
  "purpose": {
    "title": "404\u2014GEN",
    "source": "llm",
    "confidence": 0.72,
    "shortSummary": "404-GEN is a Bittensor subnet running decentralized AI-powered 3D model generation competitions using a winner-stays-in proof-of-work format. Despite a $17.7M market cap and reasonable 24h volume of $522K, the subnet is critically hamstrung by only 1 active miner, making competition functionally non-existent. Code quality signals are poor across the board with no CI, no tests, and a 0.7 self-merge ratio."
  },
  "analysis": {
    "risks": [
      "Only 1 active miner renders the competition format non-functional \u2014 there is no real competitive pressure or diversity of solutions being evaluated",
      "Repo has no CI, no tests, no lint config, a self-merge ratio of 0.7 (red flag), and commit message quality of 0.2 \u2014 engineering discipline is critically low with 0 releases in 12 months"
    ],
    "score": 32,
    "summary": "404-GEN is a Bittensor subnet running decentralized AI-powered 3D model generation competitions using a winner-stays-in proof-of-work format. Despite a $17.7M market cap and reasonable 24h volume of $522K, the subnet is critically hamstrung by only 1 active miner, making competition functionally non-existent. Code quality signals are poor across the board with no CI, no tests, and a 0.7 self-merge ratio.",
    "provider": "cascade:sonnet",
    "expiresAt": "2026-05-29T20:30:37.553502+00:00",
    "strengths": [
      "$17.7M market cap with $522K in 24h trading volume indicates real financial interest despite operational immaturity",
      "7 active validators maintaining network consensus provides a scoring infrastructure foundation",
      "Winner-stays-in competition mechanic is a differentiated approach to incentivizing 3D AI model quality, with 6 contributors engaged across the repo"
    ],
    "updatedAt": "2026-04-29T20:30:37.553502+00:00",
    "durability": "weak",
    "recommendation": "Avoid until active miner count grows to double digits and the repo introduces CI and automated testing \u2014 the current single-miner state means the subnet cannot fulfill its core competitive premise.",
    "dimensionScores": {
      "adoption": 22,
      "shipSpeed": 22,
      "usefulness": 45,
      "codeQuality": 28
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  "repoCoverageStatus": "covered",
  "image": "https://cdn.sanity.io/images/foig6s3k/production/6e94cf7d88e0ca1b409db98b75e955a51e6ebe98-1200x630.jpg",
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      "netuid": 17,
      "repoKind": "primary",
      "provider": "github",
      "owner": "404-Repo",
      "name": "404-gen-subnet",
      "url": "https://github.com/404-Repo/404-gen-subnet",
      "source": "registry",
      "isArchived": false,
      "isFork": false
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  "repoSnapshots": [
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      "fullName": "404-Repo/404-gen-subnet",
      "description": "A 3D asset creation extension for the Bittensor network.",
      "homepageUrl": null,
      "defaultBranch": "main",
      "stars": 4,
      "forks": 4,
      "watchers": 0,
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      "commits30d": 2,
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      "mergedPrs30d": 4,
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      "languages": [
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          "name": "Python",
          "percentage": 58.7
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        {
          "name": "JavaScript",
          "percentage": 39.5
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        {
          "name": "HTML",
          "percentage": 1.6
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        {
          "name": "Dockerfile",
          "percentage": 0.1
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        {
          "name": "Shell",
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      "topics": [],
      "rootSignals": {
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        "hasTests": false,
        "hasLintConfig": false,
        "hasFormatterConfig": false,
        "hasTypeScript": false,
        "hasLicense": true,
        "hasSecurityPolicy": false,
        "hasDocs": true,
        "hasDocker": false,
        "hasDependabot": false,
        "hasRenovate": false,
        "rootEntries": [
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      "readmeExcerpt": "404-GEN Competition System A decentralized 3D content generation competition running on Bittensor Subnet 17. Miners submit open-source solutions for AI-powered 3D model generation, and validators run transparent competitions to determine the best solution. Competitions Miners compete by providing the best 3D generation solution. Competition descriptions are in the `Competitions/` folder. Competition Mechanics The competition follows a **winner-stays-in** format with a **proof-of-work model**: 1. **Miners generate**: When a round opens, miners use published seed and prompts to generate 3D model",
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    {
      "label": "Website",
      "href": "https://www.404.xyz"
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    {
      "label": "GitHub",
      "href": "https://github.com/404-Repo/404-gen-subnet"
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      "text": "1/ It\u2019s time agents start mining on 404. https://t.co/KTruYTykei",
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      "text": "1/ We're a team of 15 AI engineers and researchers, here\u2019s why we chose Bittensor https://t.co/TTKZba5lu6",
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      "text": "Intel validating Targon infrastructure is a(nother) signal moment for decentralized AI (seems to be happening more often for Bittensor...)",
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      "text": "Appreciate the deep dive. The roadmap goes even further - procedural generation, spatial editing, physics-aware models. We just haven't laid it out publicly, we're going step by step.\n\nThe foundation model gets built one competition at a time.",
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      "text": "\"A company that builds large-scale spatial reasoning could define the next AI foundation model.\"\n\nWe agree.\n\nThat's why 404 is building decentralized 3D intelligence - miners competing to create the best spatial AI, verified on-chain.\n\nThe race is on. https://t.co/MSAHUGtP1b",
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      "text": "RT @tplr_ai: On the @theallinpod this week, @chamath asked @nvidia CEO Jensen Huang about decentralized AI training, calling our Covenant-7\u2026",
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      "text": "GDC was a milestone for us.\n\n404 tech running live UGC inside games - backed by some of the biggest names in the industry.\n\nNow we're at GTC wrapping up another big week.\n\nMore soon.",
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      "text": "Monday vibes - all 3D - all generated with 404's new Mesh model https://t.co/qxxI4v8Bun",
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      "text": "World-building is being democratized. \nGaming is becoming the dominant medium.\nPersonalized stories outperform mass media. \nDigital worlds are training data for what comes next. \nNew frontiers are opening, online and off.\n\n#SN17 \ud83c\udf10 https://t.co/AMZzuajdfh",
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      "text": "Proof of Work is coming to SN-17. \nMiners now generate 3D models on their own infra.\nDeterministic builds, real skin in the game, less spam.  \n\nLess noise. More signal. https://t.co/me1PnHXDKu",
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      "text": "Our award-winning game is in early access! \nChapter 1 (alpha) live. \nChapter 2 coming soon. \n\nFeaturing 12,000+ SN 17 generated assets.\n\nPlay it here (desktop version only): \nhttps://t.co/2DuyEmlJ9t https://t.co/GEa82p6FBu",
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      "text": "Competition 2: Mesh Generation \n\n\ud83e\uddbe Until now, our subnet has focused on Gaussian splats. That work led to integrations with Unity, building the world\u2019s largest 3D dataset, and early application deployments with real users and organic traffic growth.\n\n\ud83d\udd79\ufe0f The next step is clear. Developers want native mesh generation that drops straight into existing game pipelines and unlocks real production use today.\n\n\ud83e\udd16 Our competition format lets us move flexibly between goals, optimizing for near term commercial utility with meshes and balancing longer term research with Gaussian splat world models and digital twins.\n\n\ud83d\udcc8 With significant open source mesh models releasing in the past weeks, the timing is right and the bar for miner innovation has never been higher.\n\nMesh competition launches in 2 weeks!",
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      "text": "Month one of our first competition:\n\n\ud83d\udd2c1,000+ miner submissions, all inferenced and evaluated via @TargonCompute.\n\n\ud83e\uddbe7 different winners across 11 rounds, a strong signal that open source competition is working.\n\n\ud83d\udd0dNew SOTA approaches emerged, including building multi- AI network pipelines that materially improved 3D quality (e.g. through generating novel views).\n\n\ud83e\udd1dMiners actively self-monitored and helped refine incentives and reward functions.\n\nNext competition - 3D Mesh Generation - starts in 2 weeks. \ud83d\udc40",
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      "text": "Our game won @chromaawards!\n\nTwo people (one without any game dev experience) used 404's tech to generate over 12,000 3D assets and create an immersive game in one month! \n\nAwards like this help us showcase how AI will have such an incredible impact on the creative industries by democratizing who can create and what is possible.\n\nWe'll publish more shots of the game, how to play and where it's going - but for now, check out the official entry to learn more about the concept and creation process: https://t.co/tduCpnK1K0 \n\nAnd view some of the 6500+ other entries of the competition!",
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