{ "netuid": 8, "slug": "vanta", "name": "Vanta", "symbol": "\u03b8", "description": "The first decentralized & trustless liquidity and execution engine for prop firms and traders", "priceTao": 0.03560453, "priceUsd": 9.009765685019536, "athUsd": 9.009765685019536, "change24h": -1.19623646626568, "change7d": -1.4365402116264727, "change30d": 7.107872091808407, "change90d": 0.0, "marketCapUsd": 40135065.70482118, "volume24hUsd": 1462287.9738266896, "rootProp": 0.15882143423412956, "liquidityUsd": 44397782.83830842, "alphaStaked": 1990687.825388846, "activeMiners": 42, "activeValidators": 17, "emissionPct": 0.000630498795187455, "emissionPerDayTao": 1.0, "registrationCost": 0.0, "pruningRank": 5, "immunityRemaining": 1097, "sentiment": "Neutral", "githubRepo": "https://github.com/taoshidev/vanta-network", "subnetUrl": "https://www.vantanetwork.io/", "scorecard": { "adoption": { "label": "mixed", "score": 49, "reasons": [ { "tone": "neutral", "label": "Stars", "value": "70", "weight": null }, { "tone": "positive", "label": "Contributors", "value": "17", "weight": null }, { "tone": "positive", "label": "24h volume", "value": "$1,462,288", "weight": null }, { "tone": "neutral", "label": "Validators", "value": "17", "weight": null }, { "tone": "positive", "label": "Bus factor", "value": "Top contributor: 47%", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=45 \u00d7 0.6 + llm=55 \u00d7 0.4", "weight": null } ] }, "shipSpeed": { "label": "strong", "score": 79, "reasons": [ { "tone": "positive", "label": "Commits 30d", "value": "40", "weight": null }, { "tone": "positive", "label": "Merged PRs 30d", "value": "40", "weight": null }, { "tone": "neutral", "label": "Releases 12m", "value": "0", "weight": null }, { "tone": "positive", "label": "Latest push", "value": "2026-04-29T19:21:56Z", "weight": null }, { "tone": "neutral", "label": "Momentum", "value": "stable (40/30d vs 27/mo avg)", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=90 \u00d7 0.6 + llm=62 \u00d7 0.4", "weight": null } ] }, "updatedAt": "2026-04-29T20:41:08.729669+00:00", "confidence": 0.82, "usefulness": { "label": "watch", "score": 50, "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": "10/30", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=40 \u00d7 0.6 + llm=65 \u00d7 0.4", "weight": null } ] }, "codeQuality": { "label": "weak", "score": 36, "reasons": [ { "tone": "positive", "label": "CI", "value": "Present", "weight": null }, { "tone": "neutral", "label": "Tests", "value": "1 dir(s)", "weight": null }, { "tone": "positive", "label": "Docs", "value": "Structured (600 chars)", "weight": null }, { "tone": "negative", "label": "Dep mgmt", "value": "None", "weight": null }, { "tone": "negative", "label": "PR reviews", "value": "0.1 avg, 90% self-merge", "weight": null }, { "tone": "neutral", "label": "Commit quality", "value": "5% conventional", "weight": null }, { "tone": "neutral", "label": "Security hygiene", "value": "No SECURITY.md", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=35 \u00d7 0.6 + llm=37 \u00d7 0.4", "weight": null } ] } }, "marketScore": 40.0, "githubScore": 70.0, "aiScore": 57.0, "masterScore": 57.0, "masterRating": "B", "lastUpdatedAt": "2026-04-29T20:21:48Z", "isStale": false, "masterScorePrev": 50.0, "purpose": { "title": "Vanta", "source": "llm", "confidence": 0.72, "shortSummary": "Vanta Network (formerly Proprietary Trading Network by taoshidev) targets decentralized liquidity and execution infrastructure for prop firms and traders on Bittensor. With a $40.1M market cap, $44.4M liquidity, and accelerating commit velocity (40 commits in the last 30 days vs 82 over 90 days), real market interest exists. However, a 0.9 self-merge ratio, 0.1 avg reviews per PR, and zero formal releases in 12 months expose serious engineering process gaps for a financial infrastructure product." }, "analysis": { "risks": [ "0.9 self-merge ratio and 0.1 avg reviews per PR indicate near-zero peer code review \u2014 a serious liability for financial execution infrastructure where correctness is critical", "Zero formal releases in 12 months combined with a commit message quality score of 0.05 (near-floor) signals undisciplined engineering practices that will deter external contributors and auditors" ], "score": 57, "summary": "Vanta Network (formerly Proprietary Trading Network by taoshidev) targets decentralized liquidity and execution infrastructure for prop firms and traders on Bittensor. With a $40.1M market cap, $44.4M liquidity, and accelerating commit velocity (40 commits in the last 30 days vs 82 over 90 days), real market interest exists. However, a 0.9 self-merge ratio, 0.1 avg reviews per PR, and zero formal releases in 12 months expose serious engineering process gaps for a financial infrastructure product.", "provider": "cascade:sonnet", "expiresAt": "2026-05-29T20:29:41.427858+00:00", "strengths": [ "$40.1M market cap paired with $44.4M liquidity and $1.46M 24h trading volume signals genuine on-chain demand beyond speculative noise", "Development velocity is accelerating: 40 commits and 40 merged PRs in the last 30 days represent ~49% of all 90-day activity, indicating a ramping team", "Core repo hygiene present (CI, tests, MIT license, docs) with 17 contributors and a manageable 47% top-contributor concentration" ], "updatedAt": "2026-04-29T20:29:41.427858+00:00", "durability": "watch", "recommendation": "Hold observation position until self-merge ratio drops below 0.5 and at least one tagged release ships; the financial infrastructure use case demands code review rigor that is currently absent.", "dimensionScores": { "adoption": 55, "shipSpeed": 62, "usefulness": 65, "codeQuality": 37 } }, "repoCoverageStatus": "covered", "image": "https://www.taoshi.io/favicon.ico", "repos": [ { "netuid": 8, "repoKind": "primary", "provider": "github", "owner": "taoshidev", "name": "vanta-network", "url": "https://github.com/taoshidev/vanta-network", "source": "registry", "isArchived": false, "isFork": false } ], "repoSnapshots": [ { "fullName": "taoshidev/vanta-network", "description": "Vanta Network built on Bittensor", "homepageUrl": "https://taoshi.io", "defaultBranch": "main", "stars": 70, "forks": 33, "watchers": 4, "contributors": 17, "commits30d": 40, "commits90d": 82, "mergedPrs30d": 40, "mergedPrs90d": 87, "releases12m": 0, "openIssues": 8, "closedIssues30d": 0, "languages": [ { "name": "Python", "percentage": 98.5 }, { "name": "TypeScript", "percentage": 1.2 }, { "name": "Shell", "percentage": 0.2 }, { "name": "JavaScript", "percentage": 0.1 }, { "name": "CSS", "percentage": 0.0 }, { "name": "HTML", "percentage": 0.0 } ], "topics": [ "ai", "bittensor", "blockchain", "cryptocurrency", "deep-learning", "machine-learning" ], "rootSignals": { "hasCi": true, "hasTests": true, "hasLintConfig": false, "hasFormatterConfig": false, "hasTypeScript": false, "hasLicense": true, "hasSecurityPolicy": false, "hasDocs": true, "hasDocker": false, "hasDependabot": false, "hasRenovate": false, "rootEntries": [ ".github", ".gitignore", "CLAUDE.md", "LICENSE", "README.md", "__init__.py", "data", "data_generator", "docs", "entity_management", "generate_default_departed_hotkeys.py", "meta", "miner_blocklist.json", "miner_config.py", "miner_objects", "mining", "neurons", "requirements.txt", "restore_validator_from_backup.py", "run.sh", "run_receive_signals_server.sh", "runnable", "setup.py", "shared_objects", "template", "tests", "time_util", "vali_objects", "vanta_api" ] }, "readmeExcerpt": "> Proprietary Trading Network is now Vanta Network!

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