---
target_card: Map the Frontier
mana_cost: "{3}{G}"
type_line: "Sorcery"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/map-the-frontier
json_api: https://avascry.com/similar/map-the-frontier.json
---

# Cards Similar & Synergistic to Map the Frontier

- **Target Card:** [Map the Frontier](https://avascry.com/printing/map-the-frontier-otj) (Sorcery) `{3}{G}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/map-the-frontier.json

## Top 31 Synergistic Matches

1. [**New Frontiers**](https://avascry.com/printing/new-frontiers-plst) `{X}{G}` — *Sorcery*
2. [**Seek the Horizon**](https://avascry.com/printing/seek-the-horizon-plst) `{3}{G}` — *Sorcery*
3. [**Reach the Horizon**](https://avascry.com/printing/reach-the-horizon-fin) `{3}{G}` — *Sorcery*
4. [**Untamed Wilds**](https://avascry.com/printing/untamed-wilds-por) `{2}{G}` — *Sorcery*
5. [**Lay of the Land**](https://avascry.com/printing/lay-of-the-land-m14) `{G}` — *Sorcery*
6. [**Circuitous Route**](https://avascry.com/printing/circuitous-route-grn) `{3}{G}` — *Sorcery*
7. [**Shared Roots**](https://avascry.com/printing/shared-roots-soa) `{1}{G}` — *Sorcery — Lesson*
8. [**World Map**](https://avascry.com/printing/world-map-fin) `{1}` — *Artifact*
9. [**Scouting Trek**](https://avascry.com/printing/scouting-trek-inv) `{1}{G}` — *Sorcery*
10. [**Explosive Vegetation**](https://avascry.com/printing/explosive-vegetation-dmc) `{3}{G}` — *Sorcery*
11. [**Boundless Realms**](https://avascry.com/printing/boundless-realms-plst) `{6}{G}` — *Sorcery*
12. [**Farseek**](https://avascry.com/printing/farseek-c19) `{1}{G}` — *Sorcery*
13. [**Frontier Guide**](https://avascry.com/printing/frontier-guide-ddp) `{1}{G}` — *Creature — Elf Scout*
14. [**Fork in the Road**](https://avascry.com/printing/fork-in-the-road-soi) `{1}{G}` — *Sorcery*
15. [**Cultivate**](https://avascry.com/printing/cultivate-j22) `{2}{G}` — *Sorcery*
16. [**Expedition Map**](https://avascry.com/printing/expedition-map-fdn) `{1}` — *Artifact*
17. [**Far Wanderings**](https://avascry.com/printing/far-wanderings-c18) `{2}{G}` — *Sorcery*
18. [**Explore the Underdark**](https://avascry.com/printing/explore-the-underdark-clb) `{4}{G}` — *Sorcery*
19. [**Beneath the Sands**](https://avascry.com/printing/beneath-the-sands-akr) `{2}{G}` — *Sorcery*
20. [**Kodama's Reach**](https://avascry.com/printing/kodamas-reach-uma) `{2}{G}` — *Sorcery — Arcane*
21. [**Natural Connection**](https://avascry.com/printing/natural-connection-ddr) `{2}{G}` — *Instant*
22. [**Traverse the Outlands**](https://avascry.com/printing/traverse-the-outlands-plst) `{4}{G}` — *Sorcery*
23. [**Perilous Forays**](https://avascry.com/printing/perilous-forays-rvr) `{3}{G}{G}` — *Enchantment*
24. [**Rampant Growth**](https://avascry.com/printing/rampant-growth-8ed) `{1}{G}` — *Sorcery*
25. [**Arid Mesa**](https://avascry.com/printing/arid-mesa-spg) `N/A` — *Land*
26. [**Planar Engineering**](https://avascry.com/printing/planar-engineering-psos) `{3}{G}` — *Sorcery*
27. [**Sylvan Scrying**](https://avascry.com/printing/sylvan-scrying-prm) `{1}{G}` — *Sorcery*
28. [**Land Aid '04**](https://avascry.com/printing/land-aid-04-unh) `{G}{G}` — *Sorcery*
29. [**Turtle Tracks**](https://avascry.com/printing/turtle-tracks-tmc) `{2}{G}` — *Sorcery*
30. [**Journeyer's Kite**](https://avascry.com/printing/journeyers-kite-chk) `{2}` — *Artifact*
31. [**Grasslands**](https://avascry.com/printing/grasslands-ddg) `N/A` — *Land*