{ "netuid": 122, "slug": "bitrecs", "name": "Bitrecs", "symbol": "\u2c85", "description": "Bitrecs is a novel recommendation engine built on the Bittensor network", "priceTao": 0.003621723, "priceUsd": 0.9164810097492091, "athUsd": 0.925754573620405, "change24h": 1.7613477357351823, "change7d": 7.603183063591749, "change30d": -19.148927145647313, "change90d": -1.0, "marketCapUsd": 2476593.7944458127, "volume24hUsd": 176059.58636126528, "rootProp": 0.22228816793554426, "liquidityUsd": 2031445.0745967955, "alphaStaked": 1594131.480102925, "activeMiners": 2, "activeValidators": 10, "emissionPct": 0.010217707331904876, "emissionPerDayTao": 1.0, "registrationCost": 130.264686152, "pruningRank": 98, "immunityRemaining": 4783, "sentiment": "Neutral", "githubRepo": "https://github.com/bitrecs/bitrecs-v2", "subnetUrl": "https://bitrecs.ai", "scorecard": { "adoption": { "label": "weak", "score": 9, "reasons": [ { "tone": "neutral", "label": "Stars", "value": "5", "weight": null }, { "tone": "neutral", "label": "Contributors", "value": "3", "weight": null }, { "tone": "neutral", "label": "24h volume", "value": "$176,060", "weight": null }, { "tone": "neutral", "label": "Validators", "value": "10", "weight": null }, { "tone": "negative", "label": "Bus factor", "value": "Top contributor: 97%", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=3 \u00d7 0.6 + llm=18 \u00d7 0.4", "weight": null } ] }, "shipSpeed": { "label": "weak", "score": 14, "reasons": [ { "tone": "neutral", "label": "Commits 30d", "value": "0", "weight": null }, { "tone": "neutral", "label": "Merged PRs 30d", "value": "0", "weight": null }, { "tone": "neutral", "label": "Releases 12m", "value": "0", "weight": null }, { "tone": "negative", "label": "Latest push", "value": "2026-03-11T00:12:45Z", "weight": null }, { "tone": "neutral", "label": "Momentum", "value": "no history (0/30d vs 0/mo avg)", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=17 \u00d7 0.6 + llm=10 \u00d7 0.4", "weight": null } ] }, "updatedAt": "2026-04-29T20:41:08.738167+00:00", "confidence": 0.82, "usefulness": { "label": "commoditized risk", "score": 35, "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": "1/30", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=31 \u00d7 0.6 + llm=40 \u00d7 0.4", "weight": null } ] }, "codeQuality": { "label": "weak", "score": 36, "reasons": [ { "tone": "positive", "label": "CI", "value": "Present", "weight": null }, { "tone": "positive", "label": "Tests", "value": "1 dir(s), framework config", "weight": null }, { "tone": "positive", "label": "Docs", "value": "Basic (600 chars)", "weight": null }, { "tone": "negative", "label": "Dep mgmt", "value": "None", "weight": null }, { "tone": "negative", "label": "PR reviews", "value": "0.1 avg, 100% self-merge", "weight": null }, { "tone": "neutral", "label": "Commit quality", "value": "0% conventional", "weight": null }, { "tone": "neutral", "label": "Security hygiene", "value": "No SECURITY.md", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=34 \u00d7 0.6 + llm=38 \u00d7 0.4", "weight": null } ] } }, "marketScore": 15.0, "githubScore": 26.0, "aiScore": 28.0, "masterScore": 23.0, "masterRating": "D", "lastUpdatedAt": "2026-04-29T20:21:48Z", "isStale": false, "masterScorePrev": 20.0, "purpose": { "title": "Bitrecs", "source": "llm", "confidence": 0.72, "shortSummary": "Bitrecs is a decentralized recommendation engine on Bittensor targeting product recommendations, but the subnet shows severe signs of abandonment: zero commits in 90 days, only 2 active miners, and no releases in 12 months. With a $2.47M market cap and minimal community traction (5 stars, 3 contributors), the project appears stalled despite having basic code infrastructure in place." }, "analysis": { "risks": [ "Development is completely stalled: 0 commits in the last 90 days, 0 merged PRs in 30 days, and 0 releases in the past 12 months across all repos", "Extreme bus factor risk: only 2 active miners, top contributor accounts for 97% of commits, and self-merge ratio is 1.0 meaning zero peer review culture" ], "score": 28, "summary": "Bitrecs is a decentralized recommendation engine on Bittensor targeting product recommendations, but the subnet shows severe signs of abandonment: zero commits in 90 days, only 2 active miners, and no releases in 12 months. With a $2.47M market cap and minimal community traction (5 stars, 3 contributors), the project appears stalled despite having basic code infrastructure in place.", "provider": "cascade:sonnet", "expiresAt": "2026-05-29T20:40:07.926114+00:00", "strengths": [ "Basic code hygiene present: CI, tests, MIT license, and docs all confirmed in bitrecs-subnet repo", "10 active validators providing network-level consensus coverage despite low miner count", "24h volume of $176K against $2.47M market cap suggests some residual on-chain liquidity activity" ], "updatedAt": "2026-04-29T20:40:07.926114+00:00", "durability": "weak", "recommendation": "Avoid new positions until development resumes \u2014 the combination of zero 90-day commits, 2 active miners, and a 97% single-contributor concentration signals likely project abandonment.", "dimensionScores": { "adoption": 18, "shipSpeed": 10, "usefulness": 40, "codeQuality": 38 } }, "repoCoverageStatus": "covered", "image": "https://www.bitrecs.ai/favicon.ico", "repos": [ { "netuid": 122, "repoKind": "primary", "provider": "github", "owner": "bitrecs", "name": "bitrecs-subnet", "url": "https://github.com/bitrecs/bitrecs-subnet", "source": "registry", "isArchived": false, "isFork": false } ], "repoSnapshots": [ { "fullName": "bitrecs/bitrecs-subnet", "description": "Bitrecs product recommendations", "homepageUrl": "https://bitrecs.ai", "defaultBranch": "main", "stars": 5, "forks": 5, "watchers": 6, "contributors": 3, "commits30d": 0, "commits90d": 0, "mergedPrs30d": 0, "mergedPrs90d": 0, "releases12m": 0, "openIssues": 2, "closedIssues30d": 0, "languages": [ { "name": "Python", "percentage": 97.2 }, { "name": "Shell", "percentage": 2.8 } ], "topics": [], "rootSignals": { "hasCi": true, "hasTests": true, "hasLintConfig": false, "hasFormatterConfig": false, "hasTypeScript": false, "hasLicense": true, "hasSecurityPolicy": false, "hasDocs": true, "hasDocker": false, "hasDependabot": false, "hasRenovate": false, "rootEntries": [ ".circleci", ".env.dev.example", ".github", ".gitignore", "LICENSE", "README.md", "bitrecs", "contrib", "docs", "min_compute.yml", "neurons", "pyproject.toml", "scripts", "start_validator.py", "tests", "verify" ] }, "readmeExcerpt": "
Bitrecs Subnet \"Bitrecs \"Bitrecs ! Discord Chat https://img.shields.io/discord/308323056592486420.svg https://discord.gg/bittensor ! License: MIT https://img.shields.io/badge/License-MIT-yellow.svg https://opensource.org/licenses/MIT Discord https://discord.gg/bittensor \u2022 Website https://bitrecs.ai/
Introduction Bitrecs is a novel recommendation engine built on the Bittensor network. This im", "pushedAt": "2026-03-11T00:12:45Z", "isArchived": false, "isFork": false, "commitMessageQuality": 0.0, "selfMergeRatio": 1.0, "avgReviewsPerPr": 0.1, "hasBranchProtection": false, "topContributorPct": 0.97, "avgCommentsPerIssue": 0.0, "avgResponseHours": 0.0, "prMergeHoursP50": 0.3, "prMergeHoursP95": 23.8, "contributorChurn30d": 0.0, "vulnerabilityCount": 0 } ], "externalLinks": [ { "label": "Website", "href": "https://bitrecs.ai" }, { "label": "GitHub", "href": "https://github.com/bitrecs/bitrecs-v2" } ], "priceHistory": [ { "timestamp": "2025-12-26T20:59:48-03:00", "value": 2.08657243 }, { "timestamp": "2025-12-27T20:59:48-03:00", "value": 2.08639463 }, { "timestamp": "2025-12-28T20:59:48-03:00", "value": 2.12829048 }, { "timestamp": "2025-12-29T20:59:48-03:00", "value": 2.20320531 }, { "timestamp": "2025-12-30T20:59:48.001000-03:00", "value": 2.28202676 }, { "timestamp": "2025-12-31T20:59:48.001000-03:00", "value": 2.1684864 }, { "timestamp": 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evolved by Bittensor miners into their ecommerce stores in a single click. \n\nBOOM https://t.co/5ExgfSoaYp", "created_at": "2026-04-26T16:56:33-03:00", "likes": 9, "retweets": 2, "replies": 0, "views": 449, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047428817375961183", "handle": "Bitrecs", "text": "Submit your artifact today to test it against industry standard LLM benchmarks and our proprietary evaluations.\n\nGet rewarded in $tao if your artifact scores highest!\n\nhttps://t.co/f0INASHVYx", "created_at": "2026-04-23T18:34:04-03:00", "likes": 8, "retweets": 1, "replies": 0, "views": 565, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2047114186493468916", "handle": "Bitrecs", "text": "Bitrecs is coming for SOTA: \n\nBy evaluating on the same datasets the RecSys community publishes on, we're building the scaffolding for something new:\n\nIncentivized, on-chain prompt evolution. Other @Bittensor subnets have already shown that a network of miners, paid to compete, can rival state-of-the-art labs and researchers in their domains. Recsys is next. \n\n122.", "created_at": "2026-04-22T21:43:50-03:00", "likes": 9, "retweets": 3, "replies": 0, "views": 623, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046984238034276581", "handle": "Bitrecs", "text": "Bitrecs miners are cooking!\n\nNDCG@10 on Amazon All Beauty (curated-100 universe): \n\u2192 gemma-3-27b-it: 0.20 \n\u2192 MiMo-V2-Flash-TEE: 0.13\n\nPublished SOTA on Amazon Beauty sits at ~0.06~0.09 NDCG@10 \n\nZero-shot LLM ranking on @opentensor, inference via @chutes_ai", "created_at": "2026-04-22T13:07:28-03:00", "likes": 10, "retweets": 2, "replies": 1, "views": 1011, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046690344444539035", "handle": "Bitrecs", "text": "RT @TalkingTensor: Let\u2019s be real, $TAO is oversold right now. \n\nThe market is telling us that Bittensor is only 2/3 as valuable as it was w\u2026", "created_at": "2026-04-21T17:39:38-03:00", "likes": 173, "retweets": 11, "replies": 5, "views": 4495, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046625580955975694", "handle": "Bitrecs", "text": "Current winner is using Xiaomi/MiMo:\n\n\"...with 309B total parameters and 15B active parameters, adopting a hybrid attention architecture\"\n\nWith models improving everyday merchants can expect to see increased intelligence flowing into their stores with each new release. https://t.co/rEClAfVuVD", "created_at": "2026-04-21T13:22:17-03:00", "likes": 6, "retweets": 0, "replies": 0, "views": 370, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2046266043954287037", "handle": "Bitrecs", "text": "V2 Submissions are Live!\n\nCheckout the docs for more info: https://t.co/zvmmk7xtlT https://t.co/yRRa9TDtny", "created_at": "2026-04-20T13:33:37-03:00", "likes": 6, "retweets": 0, "replies": 0, "views": 314, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2045907727990284452", "handle": "Bitrecs", "text": "Bitrecs Weekly Update 1:\n\n- Completed the Revenue Share podcast and showcased V2 network. \n- NEW: V2 live and burn decreasing tomorrow morning \n- Ramping up marketing spend via ad agency, social media campaigns, Bitcast\n- Increasing merchant install count is number one priority", "created_at": "2026-04-19T13:49:48-03:00", "likes": 12, "retweets": 2, "replies": 1, "views": 699, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2045184262354424130", "handle": "Bitrecs", "text": "Revenue Search 63: SN122 Bitrecs. Discovering asymmetric upside in AI start ups. https://t.co/biWkC9QHbO", "created_at": "2026-04-17T13:55:00-03:00", "likes": 12, "retweets": 3, "replies": 2, "views": 1694, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2044586930910773586", "handle": "Bitrecs", "text": "This is why we Bittensor\n\n$Tao", "created_at": "2026-04-15T22:21:25-03:00", "likes": 13, "retweets": 2, "replies": 0, "views": 861, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2043745136275009707", "handle": "Bitrecs", "text": "First artifact just got sent down the pipe and processed on mainnet. Inference by Chutes https://t.co/ImlWh8QJwF", "created_at": "2026-04-13T14:36:26-03:00", "likes": 14, "retweets": 1, "replies": 0, "views": 3383, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2039741534707253399", "handle": "Bitrecs", "text": "Squashing the final bugs and going on Revenue Search pod on April 14th to showcase what we've built on Bittensor. \n\n122.", "created_at": "2026-04-02T13:27:33-03:00", "likes": 25, "retweets": 3, "replies": 1, "views": 4659, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2036837809919496214", "handle": "Bitrecs", "text": "Legacy recommendation engines suffer from the \"cold start\" latency problem. Bitrecs processes semantic product metadata to achieve perfect, relational intent matching from day one.", "created_at": "2026-03-25T13:09:11-03:00", "likes": 4, "retweets": 0, "replies": 1, "views": 1732, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2036142260849385625", "handle": "Bitrecs", "text": "What happens when thousands of miners compete to provide the highest-converting product recommendation artifacts for a Shopify store? AOV skyrockets.\n\nThe future of ecommerce is personal. $TAO", "created_at": "2026-03-23T15:05:19-03:00", "likes": 17, "retweets": 2, "replies": 0, "views": 6285, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2035838965207519562", "handle": "Bitrecs", "text": "Upgrade every product page. \n\nStop manually curating collections. Let a mixture of expert AI models understand your entire catalog and dynamically build them for every single user. https://t.co/TIUV8fE6R0", "created_at": "2026-03-22T19:00:08-03:00", "likes": 7, "retweets": 3, "replies": 1, "views": 2347, "is_retweet": false, "is_reply": false, "media_type": null }, { "tweet_id": "2034350641087164606", "handle": "Bitrecs", "text": "Amazon controls e-commerce because their recommendation engine is a closed garden. Bitrecs just decentralizes that power. We are bringing enterprise-grade AI recommendations directly to millions of independent merchants. $TAO", "created_at": "2026-03-18T16:26:03-03:00", "likes": 9, "retweets": 0, "replies": 1, "views": 1678, "is_retweet": false, "is_reply": false, "media_type": null } ] }