# Atlan vs Marmot (slim) > Marmot has a score of 64.5 (B) against Atlan's 62.7 (B). Both do data catalogues. The largest gap is payments & pricing, 20 points. Category scores, facts, verdicts and agent notes side by side. - Full: https://www.anchorterminal.com/compare/atlan-vs-marmot.md (~1,500 tokens) · this version ~330 tokens · JSON https://www.anchorterminal.com/compare/atlan-vs-marmot.json · canonical https://www.anchorterminal.com/compare/atlan-vs-marmot - Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05 Marmot has a score of 64.5 (B) against Atlan's 62.7 (B). Both do data catalogues. The largest gap is payments & pricing, 20 points. - Atlan: B 62.7, rank #213 of 452 · https://www.anchorterminal.com/tools/atlan.min.md - Marmot: B 64.5, rank #181 of 452 · https://www.anchorterminal.com/tools/marmot.min.md - Pick Atlan for reliability (+5), security & auth (+14). Pick Marmot for schema & documentation (+17), agent ergonomics (+10), payments & pricing (+20), maintenance & community (+8). | Category | Atlan | Marmot | | --- | --- | --- | | Reliability (16%) | 67 | 62 | | Performance (10%) | pending | pending | | Schema & documentation (13%) | 65 | 82 | | Agent ergonomics (13%) | 74 | 84 | | Security & auth (14%) | 75 | 61 | | Payments & pricing (10%) | 0 | 20 | | Task success (10%) | pending | pending | | Maintenance & community (7%) | 80 | 88 | | Transparency & trust (7%) | 75 | 71 |