Score breakdown
Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.
Why it matters
Useful for embodied AI, robotics, and spatial-computing teams that want a current open codebase for long-context 3D reconstruction research rather than another closed demo reel.
Who should use it
Who should skip it
Skip Robbyant/lingbot-map if the source link, documentation, or setup requirements do not align with your current workflow or stack.
About this signal
Robbyant/lingbot-map is tracked by RepoRadar as a 3d foundation model in the Models & Research section. It was first seen on 2026-06-28 and last updated on 2026-06-28. The current verdict is 'track' with a Silver tier and moderate setup difficulty. The standout signals for Robbyant/lingbot-map are open-source/build quality (8.4) and workflow potential (8.3), while maturity (5.8) trails — that balance shapes where it fits best. This page summarizes the evidence RepoRadar has captured from captured source metadata. The score, tier, risk label, and verdict on this page are never influenced by sponsorship, ads, or tips — they reflect only the usefulness, popularity, novelty, momentum, maturity, and evidence signals described in the RepoRadar methodology.
How this item is evaluated
RepoRadar assigned Robbyant/lingbot-map a composite score of 7.9 out of 10, placing it in the Silver tier. This score combines weighted sub-signals: usefulness (35%), novelty (18%), momentum (14%), maturity (10%), open-source/build quality (7%), evidence quality (6%), workflow potential (6%), and setup ease (4%). Popularity is tracked separately at 1.0 and never affects the composite score or tier. The risk label of 'none' reflects inherent user-impacting hazards, not generic novelty. Items with no risk flag may still require normal code review before production use.
Putting this into practice? Read Local AI vs. hosted APIs: how to choose for the checklist behind this score.
Risk explanation
No inherent user-impacting risk is flagged from the captured evidence.