{ "netuid": 9, "slug": "iota", "name": "iota", "symbol": "\u03b9", "description": "The world's first permissionless pipeline parallel training architecture", "priceTao": 0.023606207, "priceUsd": 5.973576783124731, "athUsd": 5.973576783124731, "change24h": -0.25029746963092725, "change7d": -1.099211083963838, "change30d": -16.92443994609251, "change90d": 0.0, "marketCapUsd": 25034341.30893597, "volume24hUsd": 82374.99243148512, "rootProp": 0.15698474462747597, "liquidityUsd": 24742452.800694704, "alphaStaked": 2119783.738527978, "activeMiners": 1, "activeValidators": 11, "emissionPct": 0.0010108159132042544, "emissionPerDayTao": 1.0, "registrationCost": 0.0, "pruningRank": 9, "immunityRemaining": 4896, "sentiment": "Neutral", "githubRepo": "https://github.com/macrocosm-os/iota", "subnetUrl": "https://iota.macrocosmos.ai/", "scorecard": { "adoption": { "label": "weak", "score": 25, "reasons": [ { "tone": "neutral", "label": "Stars", "value": "26", "weight": null }, { "tone": "positive", "label": "Contributors", "value": "10", "weight": null }, { "tone": "neutral", "label": "24h volume", "value": "$82,375", "weight": null }, { "tone": "neutral", "label": "Validators", "value": "11", "weight": null }, { "tone": "positive", "label": "Bus factor", "value": "Top contributor: 46%", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=24 \u00d7 0.6 + llm=27 \u00d7 0.4", "weight": null } ] }, "shipSpeed": { "label": "weak", "score": 36, "reasons": [ { "tone": "neutral", "label": "Commits 30d", "value": "2", "weight": null }, { "tone": "neutral", "label": "Merged PRs 30d", "value": "1", "weight": null }, { "tone": "positive", "label": "Releases 12m", "value": "4", "weight": null }, { "tone": "positive", "label": "Latest push", "value": "2026-04-22T12:38:59Z", "weight": null }, { "tone": "neutral", "label": "Momentum", "value": "stable (2/30d vs 2/mo avg)", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=46 \u00d7 0.6 + llm=21 \u00d7 0.4", "weight": null } ] }, "updatedAt": "2026-04-29T20:41:08.729920+00:00", "confidence": 0.82, "usefulness": { "label": "watch", "score": 46, "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": "6/30", "weight": null }, { "tone": "neutral", "label": "LLM blend", "value": "heuristic=36 \u00d7 0.6 + llm=62 \u00d7 0.4", "weight": null } ] }, "codeQuality": { "label": "weak", "score": 14, "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": "0.5 avg, 60% 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=12 \u00d7 0.6 + llm=18 \u00d7 0.4", "weight": null } ] } }, "marketScore": 23.0, "githubScore": 38.0, "aiScore": 37.0, "masterScore": 28.0, "masterRating": "D", "lastUpdatedAt": "2026-04-29T20:21:48Z", "isStale": false, "masterScorePrev": 28.0, "purpose": { "title": "iota", "source": "llm", "confidence": 0.72, "shortSummary": "IOTA (netuid 9) is a distributed LLM pretraining framework enabling pipeline-parallel training across heterogeneous, permissionless machines. The concept is genuinely novel infrastructure, but with only 1 active miner and 2 commits in the last 30 days, the network is nearly non-operational. Code quality signals are critically weak \u2014 no CI, tests, lint, or license detected in the repo." }, "analysis": { "risks": [ "Only 1 active miner as of 2026-04-29 \u2014 the subnet is functionally non-operational as a distributed training network; core value proposition cannot be realized at this scale", "Repo has no CI, no tests, no lint config, and no license; self-merge ratio of 0.6 exceeds the 0.5 red-flag threshold, and avgReviewsPerPr is 0.5, indicating low code review discipline across 6 commits in 90 days" ], "score": 37, "summary": "IOTA (netuid 9) is a distributed LLM pretraining framework enabling pipeline-parallel training across heterogeneous, permissionless machines. The concept is genuinely novel infrastructure, but with only 1 active miner and 2 commits in the last 30 days, the network is nearly non-operational. 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IOTA
**I**ncentivized **O**rchestrated **T**raining **A**rchitecture IOTA is a framework for pretraining large language models across a network of heterogeneous, unreliable, permissionless and token incentivized machines. IOTA employs a data- and pipeline-parallel architecture to accelerate training and reduce hardware requirements for participants.
\"iota\"
**Overview** - The orchestrator distributes model layers across heterogeneous miners", "pushedAt": "2026-04-22T12:38:59Z", "isArchived": false, "isFork": false, "commitMessageQuality": 0.0, "selfMergeRatio": 0.6, "avgReviewsPerPr": 0.5, "hasBranchProtection": false, "topContributorPct": 0.46, "avgCommentsPerIssue": 0.05, "avgResponseHours": 1564.7, "prMergeHoursP50": 0.2, "prMergeHoursP95": 14.0, "contributorChurn30d": 0.0, "vulnerabilityCount": 0 } ], "externalLinks": [ { "label": "Website", "href": "https://iota.macrocosmos.ai/" }, { "label": "GitHub", "href": "https://github.com/macrocosm-os/iota" } ], "priceHistory": [ { "timestamp": "2025-12-26T20:59:48-03:00", "value": 8.16175457 }, { "timestamp": "2025-12-27T20:59:48-03:00", "value": 8.1853293 }, { "timestamp": "2025-12-28T20:59:48-03:00", "value": 8.1362816 }, { "timestamp": "2025-12-29T20:59:48-03:00", "value": 8.16712052 }, { "timestamp": "2025-12-30T20:59:48.001000-03:00", "value": 8.19691382 }, { "timestamp": 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