{ "netuid": 100, "slug": "pla-form", "name": "Pla\u03c4form", "symbol": "\u10d3", "description": "An auto-research subnet where miners compete in multiple challenges to achieve top scores against a synthetic benchmark, driving continuous performance optimization.", "priceTao": 0.012795142, "priceUsd": 3.2378248309007938, "athUsd": 3.2378248309007938, "change24h": 8.428692888182065, "change7d": -3.918980758027651, "change30d": -16.69004463267489, "change90d": 5.9, "marketCapUsd": 3419785.037769646, "volume24hUsd": 321224.8240331274, "rootProp": 0.3967700819620648, "liquidityUsd": 1546280.814595244, "alphaStaked": 817413.888650277, "activeMiners": 1, "activeValidators": 11, "emissionPct": 0.0073996202369967885, "emissionPerDayTao": 1.0, "registrationCost": 650.60771464, "pruningRank": 82, "immunityRemaining": 4805, "sentiment": "Neutral", "githubRepo": "https://github.com/PlatformNetwork/platform", "subnetUrl": "https://platform.network", "scorecard": { "adoption": { "label": "weak", "score": 27, "reasons": [ { "tone": "neutral", "label": "Stars", "value": "160", "weight": null }, { "tone": "neutral", "label": "Contributors", "value": "8", "weight": null }, { "tone": "neutral", "label": "24h volume", "value": "$321,225", "weight": null }, { "tone": "neutral", "label": "Validators", "value": "11", "weight": null }, { "tone": "neutral", "label": "Bus factor", "value": "Top contributor: 79%", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=31 \u00d7 0.6 + llm=22 \u00d7 0.4", "weight": null } ] }, "shipSpeed": { "label": "strong", "score": 69, "reasons": [ { "tone": "positive", "label": "Commits 30d", "value": "30", "weight": null }, { "tone": "neutral", "label": "Merged PRs 30d", "value": "0", "weight": null }, { "tone": "neutral", "label": "Releases 12m", "value": "2", "weight": null }, { "tone": "positive", "label": "Latest push", "value": "2026-04-27T21:00:54Z", "weight": null }, { "tone": "negative", "label": "Momentum", "value": "decelerating (30/30d vs 132/mo avg)", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=74 \u00d7 0.6 + llm=62 \u00d7 0.4", "weight": null } ] }, "updatedAt": "2026-04-29T20:41:08.736828+00:00", "confidence": 0.82, "usefulness": { "label": "watch", "score": 47, "reasons": [ { "tone": "neutral", "label": "Durable keywords", "value": "1 matched", "weight": null }, { "tone": "positive", "label": "Commodity risk", "value": "0 matched", "weight": null }, { "tone": "neutral", "label": "Subnet traction", "value": "1/30", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=41 \u00d7 0.6 + llm=55 \u00d7 0.4", "weight": null } ] }, "codeQuality": { "label": "mixed", "score": 51, "reasons": [ { "tone": "positive", "label": "CI", "value": "Present", "weight": null }, { "tone": "neutral", "label": "Tests", "value": "1 dir(s)", "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": "0.2 avg, 40% self-merge", "weight": null }, { "tone": "positive", "label": "Commit quality", "value": "100% conventional", "weight": null }, { "tone": "neutral", "label": "Security hygiene", "value": "No SECURITY.md", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=47 \u00d7 0.6 + llm=58 \u00d7 0.4", "weight": null } ] } }, "marketScore": 8.0, "githubScore": 62.0, "aiScore": 49.0, "masterScore": 42.0, "masterRating": "C", "lastUpdatedAt": "2026-04-29T20:21:48Z", "isStale": false, "masterScorePrev": 40.0, "purpose": { "title": "Pla\u03c4form", "source": "llm", "confidence": 0.72, "shortSummary": "Pla\u03c4form is a Bittensor subnet using sub-subnet technology to run multiple simultaneous AI research challenges with confidential evaluation. It shows strong development velocity (395 commits over 90 days) and reasonable repo hygiene, but suffers from a near-empty miner pool with only 1 active miner \u2014 functionally crippling the competitive mechanism the subnet is built on. High registration costs (650 TAO) and a 16.7% 30-day price decline compound the adoption problem." }, "analysis": { "risks": [ "Only 1 active miner: the subnet's core competitive mechanism requires miners to function, making it nearly non-operational; with a 650 TAO registration cost acting as a prohibitive barrier to entry", "30-day price decline of -16.7% and 0 merged PRs in the last 30 days (despite 30 direct commits) suggests the development process lacks peer review discipline and market confidence is eroding" ], "score": 49, "summary": "Pla\u03c4form is a Bittensor subnet using sub-subnet technology to run multiple simultaneous AI research challenges with confidential evaluation. It shows strong development velocity (395 commits over 90 days) and reasonable repo hygiene, but suffers from a near-empty miner pool with only 1 active miner \u2014 functionally crippling the competitive mechanism the subnet is built on. High registration costs (650 TAO) and a 16.7% 30-day price decline compound the adoption problem.", "provider": "cascade:sonnet", "expiresAt": "2026-05-29T20:38:18.967854+00:00", "strengths": [ "Strong commit velocity: 395 commits over 90 days and 30 in the last 30 days indicates active ongoing development", "Solid repo hygiene: CI present, tests present, license included, docs present, 1.0 commit message quality score, and self-merge ratio of 0.4 (below the 0.5 red flag threshold)", "Novel sub-subnet architecture enabling multi-challenge concurrent AI evaluation \u2014 a differentiated approach vs. single-task subnets \u2014 reflected in 160 GitHub stars and 8 contributors" ], "updatedAt": "2026-04-29T20:38:18.967854+00:00", "durability": "watch", "recommendation": "Hold off on meaningful allocation until active miner count recovers above 10 \u2014 the sub-subnet architecture is genuinely interesting, but a subnet with 1 miner cannot validate its own thesis.", "dimensionScores": { "adoption": 22, "shipSpeed": 62, "usefulness": 55, "codeQuality": 58 } }, "repoCoverageStatus": "covered", "image": "https://www.platform.network/apple-touch-icon.png", "repos": [ { "netuid": 100, "repoKind": "primary", "provider": "github", "owner": "PlatformNetwork", "name": "platform", "url": "https://github.com/PlatformNetwork/platform", "source": "registry", "isArchived": false, "isFork": false } ], "repoSnapshots": [ { "fullName": "PlatformNetwork/platform", "description": "[\ud83e\udde0] Platform is a Bittensor subnet built to advance collaborative AI research through multiple simultaneous challenges powered by sub-subnet technology. It enables miners to compete and cooperate across diverse challenges, ensuring confidentiality, transparent evaluation, and the continuous pursuit of the most efficient and innovative code.", "homepageUrl": "", "defaultBranch": "main", "stars": 160, "forks": 14, "watchers": 1, "contributors": 8, "commits30d": 30, "commits90d": 395, "mergedPrs30d": 0, "mergedPrs90d": 3, "releases12m": 2, "openIssues": 2, "closedIssues30d": 0, "languages": [ { "name": "Rust", "percentage": 98.5 }, { "name": "Shell", "percentage": 1.3 }, { "name": "Dockerfile", "percentage": 0.2 } ], "topics": [], "rootSignals": { "hasCi": true, "hasTests": true, "hasLintConfig": false, "hasFormatterConfig": false, "hasTypeScript": false, "hasLicense": true, "hasSecurityPolicy": false, "hasDocs": true, "hasDocker": true, "hasDependabot": false, "hasRenovate": false, "rootEntries": [ ".cargo", ".dockerignore", ".env.example", ".githooks", ".github", ".gitignore", ".release-please-manifest.json", "AGENTS.md", "CHANGELOG.md", "Cargo.lock", "Cargo.toml", "Dockerfile", "LICENSE", "README.md", "assets", "bins", "challenges", "crates", "docker", "docker-compose.yml", "docs", "release-please-config.json", "rust-toolchain-nightly.toml", "rust-toolchain.toml", "scripts", "tests", "vendor" ] }, "readmeExcerpt": "
\u03c1l\u03b1\u03c4f\u03bfrm **Distributed validator network for decentralized AI evaluation on Bittensor** ** Miner miner \u2022 Validator docs/validator.md \u2022 Architecture docs/architecture.md \u2022 Website https://platform.network ** ! CI https://github.com/PlatformNetwork/platform/actions/workflows/ci.yml/badge.svg https://github.com/PlatformNetwork/platform/actions/workflows/ci.yml ! Coverage https://platformnetwork.github.io/platform/badges/coverage.svg https://github.com/PlatformNetwork/platform/actions ! 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"source": "taostats_identity", "confidence": 0.95, "profile_image_url": "https://pbs.twimg.com/profile_images/2012477256560476160/-6J_EJNV_normal.png" }, { "handle": "factoryai", "role": "team", "label": "Factory", "source": "github_contributor", "confidence": 0.806, "profile_image_url": null } ], "recentTweets": [ { "tweet_id": "2048884993309737048", "handle": "FactoryAI", "text": "The tests passed and the linters were green, yet the login form still broke in production.\n\nWhy? Because nobody actually clicked through it.\n\nToday, we are launching Automated QA in Droids to fix this. https://t.co/JgUWNA7fEC", "created_at": "2026-04-27T19:00:23-03:00", "likes": 369, "retweets": 22, "replies": 19, "views": 42668, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2048864535671624082", "handle": "FactoryAI", "text": "RT @beffjezos: As someone with several mac minis, mac studios, having a persistent agent across my devices has been a pain.\n\nI literally re\u2026", "created_at": "2026-04-27T17:39:06-03:00", "likes": 439, "retweets": 22, "replies": 34, "views": 61777, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047948879598141559", "handle": "FactoryAI", "text": "RT @clarshio: fresh off the plane in sf, and i see a billboard for @FactoryAI (literally right after i get out my gate)\n\nholy glaze i use t\u2026", "created_at": "2026-04-25T05:00:36-03:00", "likes": 63, "retweets": 3, "replies": 1, "views": 4667, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047772874879193464", "handle": "FactoryAI", "text": "GPT-5.5 and GPT-5.5 Pro have arrived in Droid. https://t.co/irPs2FzadI", "created_at": "2026-04-24T17:21:13-03:00", "likes": 303, "retweets": 14, "replies": 21, "views": 25397, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047750105839919224", "handle": "FactoryAI", "text": "RT @mjtechguy: This is great. Bring your own machine is available too. https://t.co/QOFWVFGEgW", "created_at": "2026-04-24T15:50:45-03:00", "likes": 38, "retweets": 3, "replies": 0, "views": 5038, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047737870291742869", "handle": "FactoryAI", "text": "RT @matanSF: It was a pleasure hosting Sequoia's newest associate, @dougleone at Factory HQ. \n\nHe's green, but he's relentless and eager to\u2026", "created_at": "2026-04-24T15:02:08-03:00", "likes": 282, "retweets": 9, "replies": 8, "views": 51146, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047737843032981601", "handle": "FactoryAI", "text": "RT @morganlinton: This is the game-changer for Droid. I ended up with early access, and can confirm, there\u2019s nothing else like it, period.\u2026", "created_at": "2026-04-24T15:02:01-03:00", "likes": 57, "retweets": 1, "replies": 2, "views": 7297, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047344742556721223", "handle": "FactoryAI", "text": "RT @EnoReyes: Factory is now an official provider on the @vercel Skills Marketplace.\n\nWe have added a fresh revamp of our skills pack, incl\u2026", "created_at": "2026-04-23T12:59:59-03:00", "likes": 278, "retweets": 14, "replies": 9, "views": 72984, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047094774436683882", "handle": "FactoryAI", "text": "RT @ivanburazin: The CTO of a $1.5B agent-native software company says we're moving towards a world where the entire team builds the produc\u2026", "created_at": "2026-04-22T20:26:42-03:00", "likes": 353, "retweets": 34, "replies": 31, "views": 63597, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047039612011545003", "handle": "FactoryAI", "text": "Today we're opening access to Droid Computers: persistent machines for remotely orchestrating Droids.\n\nSpin one up in Factory's cloud or turn your machine into a Droid Computer. Either way, Droids have a dev environment with its own filesystem, credentials, and configurations. https://t.co/o05SUaqLPw", "created_at": "2026-04-22T16:47:30-03:00", "likes": 716, "retweets": 51, "replies": 31, "views": 214977, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046702661207273776", "handle": "FactoryAI", "text": "\u2601\ufe0f Catch the Factory team at Google Cloud Next!\n\nWed 4/22 @ 3:10pm \u2192 Agent readiness + live demo\nStartup Hub with @octavian_sima\n\nThurs 4/23 @ 1:15pm \u2192 Shipping AI at scale w/ Google DeepMind\nSouth Seas B with @EnoReyes\n\nBooth #2706\n\n@googlecloud", "created_at": "2026-04-21T18:28:34-03:00", "likes": 76, "retweets": 5, "replies": 4, "views": 5379, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046608078431482261", "handle": "FactoryAI", "text": "RT @gajesh: been using @FactoryAI again and it's in beast mode rn.\n\nmission mode is hands down the best way to build products / features fr\u2026", "created_at": "2026-04-21T12:12:44-03:00", "likes": 101, "retweets": 2, "replies": 5, "views": 8269, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046607430357020836", "handle": "FactoryAI", "text": "RT @FrancoE114696: If you're not using Factory Droid CLI yet... (@droid)\n\nwhat are you even doing as an agentic coder?? \n\nAs a technical fo\u2026", "created_at": "2026-04-21T12:10:10-03:00", "likes": 73, "retweets": 5, "replies": 6, "views": 5027, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046607413835645057", "handle": "FactoryAI", "text": "RT @nkgoutham: Early thoughts - \n\nI don't know how or what the team at @FactoryAI are cooking! @droid is absolutely the BEST harness ever.\u2026", "created_at": "2026-04-21T12:10:06-03:00", "likes": 125, "retweets": 6, "replies": 10, "views": 15407, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046607387889631693", "handle": "FactoryAI", "text": "RT @matanSF: You will touch the grass and you will enjoy it https://t.co/C5A3IbsgaU", "created_at": "2026-04-21T12:10:00-03:00", "likes": 114, "retweets": 2, "replies": 10, "views": 6295, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046441327160930336", "handle": "FactoryAI", "text": "Kimi 2.6 has arrived in Droid. https://t.co/zRsUjCZN3v", "created_at": "2026-04-21T01:10:08-03:00", "likes": 311, "retweets": 9, "replies": 8, "views": 17500, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046277303374889032", "handle": "FactoryAI", "text": "RT @michael_chomsky: Josh is hitting the nail on the head here.\n\nThe question he's trying to answer is: \n\nLLMs write shitty code. So how do\u2026", "created_at": "2026-04-20T14:18:21-03:00", "likes": 81, "retweets": 3, "replies": 3, "views": 13220, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046277258642612238", "handle": "FactoryAI", "text": "RT @0xSero: Same Opus-4.7 in Droid works amazing.\n\nI guess it's just Claude Code's over bloated system.\nOr maybe it's the time of day, who\u2026", "created_at": "2026-04-20T14:18:11-03:00", "likes": 276, "retweets": 9, "replies": 36, "views": 28877, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2045588046675079620", "handle": "FactoryAI", "text": "RT @brexton: The only things you need to make money now:\n\n@FactoryAI for coding agents + @OpenRouter/@OpenAI/@claudeai for LLMs + @Railway\u2026", "created_at": "2026-04-18T16:39:30-03:00", "likes": 224, "retweets": 10, "replies": 16, "views": 21297, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2045197491487080638", "handle": "FactoryAI", "text": "RT @matanSF: Postcard from April 17, 2023.\n\nFeaturing our first office, our first logo, and young @EnoReyes https://t.co/oT6V4MctOO", "created_at": "2026-04-17T14:47:34-03:00", "likes": 98, "retweets": 5, "replies": 9, "views": 10042, "is_retweet": false, "is_reply": false, "media_type": null } ] }