---
target_card: Endless Atlas
mana_cost: "{2}"
type_line: "Artifact"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/endless-atlas
json_api: https://avascry.com/similar/endless-atlas.json
---

# Cards Similar & Synergistic to Endless Atlas

- **Target Card:** [Endless Atlas](https://avascry.com/printing/endless-atlas-2xm) (Artifact) `{2}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/endless-atlas.json

## Top 31 Synergistic Matches

1. [**Mercadian Atlas**](https://avascry.com/printing/mercadian-atlas-mmq) `{5}` — *Artifact — Book*
2. [**Well of Discovery**](https://avascry.com/printing/well-of-discovery-pcy) `{6}` — *Artifact*
3. [**Cryptic Caves**](https://avascry.com/printing/cryptic-caves-khc) `N/A` — *Land*
4. [**Otherworld Atlas**](https://avascry.com/printing/otherworld-atlas-avr) `{4}` — *Artifact — Book*
5. [**Library of Alexandria**](https://avascry.com/printing/library-of-alexandria-olep) `N/A` — *Land*
6. [**Planar Atlas**](https://avascry.com/printing/planar-atlas-plst) `{2}` — *Artifact*
7. [**Bonders' Enclave**](https://avascry.com/printing/bonders-enclave-j22) `N/A` — *Land*
8. [**World Map**](https://avascry.com/printing/world-map-fin) `{1}` — *Artifact*
9. [**Horn of Greed**](https://avascry.com/printing/horn-of-greed-sld) `{3}` — *Artifact*
10. [**Tapestry of the Ages**](https://avascry.com/printing/tapestry-of-the-ages-dtk) `{4}` — *Artifact*
11. [**Thrór's Map**](https://avascry.com/printing/thrórs-map-hob) `{2}` — *Legendary Artifact*
12. [**Arcane Spyglass**](https://avascry.com/printing/arcane-spyglass-dst) `{4}` — *Artifact*
13. [**Sea Gate Wreckage**](https://avascry.com/printing/sea-gate-wreckage-cmm) `N/A` — *Land*
14. [**Explore**](https://avascry.com/printing/explore-sld) `{1}{G}` — *Sorcery*
15. [**Tsabo's Web**](https://avascry.com/printing/tsabos-web-inv) `{2}` — *Artifact*
16. [**Walking Atlas**](https://avascry.com/printing/walking-atlas-wwk) `{2}` — *Artifact Creature — Construct*
17. [**Boundless Realms**](https://avascry.com/printing/boundless-realms-plst) `{6}{G}` — *Sorcery*
18. [**Arcane Encyclopedia**](https://avascry.com/printing/arcane-encyclopedia-clb) `{3}` — *Artifact — Book*
19. [**Expedition Map**](https://avascry.com/printing/expedition-map-fdn) `{1}` — *Artifact*
20. [**Loreseeker's Stone**](https://avascry.com/printing/loreseekers-stone-c14) `{6}` — *Artifact*
21. [**Mysteries of the Deep**](https://avascry.com/printing/mysteries-of-the-deep-wwk) `{4}{U}` — *Instant*
22. [**Archaeomancer's Map**](https://avascry.com/printing/archaeomancers-map-prm) `{2}{W}` — *Artifact*
23. [**Scroll of Origins**](https://avascry.com/printing/scroll-of-origins-sok) `{2}` — *Artifact*
24. [**The Endstone**](https://avascry.com/printing/the-endstone-eoe) `{7}` — *Legendary Artifact*
25. [**All-Fates Scroll**](https://avascry.com/printing/all-fates-scroll-eoe) `{3}` — *Artifact*
26. [**Lessons from Life**](https://avascry.com/printing/lessons-from-life-tmt) `{2}{G}{U}` — *Sorcery*
27. [**Seer's Sundial**](https://avascry.com/printing/seers-sundial-cma) `{4}` — *Artifact*
28. [**Fool's Tome**](https://avascry.com/printing/fools-tome-plst) `{4}` — *Artifact — Book*
29. [**Fountainport Bell**](https://avascry.com/printing/fountainport-bell-blb) `{1}` — *Artifact*
30. [**Traveler's Amulet**](https://avascry.com/printing/travelers-amulet-hou) `{1}` — *Artifact*
31. [**Roadside Reliquary**](https://avascry.com/printing/roadside-reliquary-neo) `N/A` — *Land*