---
target_card: Halo Hopper
mana_cost: "{3}"
type_line: "Artifact Creature — Frog"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/halo-hopper
json_api: https://avascry.com/similar/halo-hopper.json
---

# Cards Similar & Synergistic to Halo Hopper

- **Target Card:** [Halo Hopper](https://avascry.com/printing/halo-hopper-mom) (Artifact Creature — Frog) `{3}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/halo-hopper.json

## Top 31 Synergistic Matches

1. [**Ledev Guardian**](https://avascry.com/printing/ledev-guardian-grn) `{3}{W}` — *Creature — Human Knight*
2. [**Mob**](https://avascry.com/printing/mob-mh1) `{4}{B}` — *Instant*
3. [**Root-Kin Ally**](https://avascry.com/printing/root-kin-ally-mm2) `{4}{G}{G}` — *Creature — Elemental Warrior*
4. [**Venerated Loxodon**](https://avascry.com/printing/venerated-loxodon-pgrn) `{4}{W}` — *Creature — Elephant Cleric*
5. [**Will-Forged Golem**](https://avascry.com/printing/will-forged-golem-m15) `{6}` — *Artifact Creature — Golem*
6. [**Living Totem**](https://avascry.com/printing/living-totem-m15) `{3}{G}` — *Creature — Plant Elemental*
7. [**Zephyr Singer**](https://avascry.com/printing/zephyr-singer-mom) `{2}{U}{U}` — *Creature — Siren Pirate*
8. [**Martyr's Soul**](https://avascry.com/printing/martyrs-soul-mh1) `{2}{W}` — *Creature — Spirit Soldier*
9. [**Conclave Phalanx**](https://avascry.com/printing/conclave-phalanx-mm2) `{4}{W}` — *Creature — Human Soldier*
10. [**Flockchaser Phantom**](https://avascry.com/printing/flockchaser-phantom-moc) `{4}{W}{U}` — *Creature — Spirit*
11. [**Siege Wurm**](https://avascry.com/printing/siege-wurm-rvr) `{5}{G}{G}` — *Creature — Wurm*
12. [**Rosemane Centaur**](https://avascry.com/printing/rosemane-centaur-grn) `{3}{G}{W}` — *Creature — Centaur Soldier*
13. [**Chord of Calling**](https://avascry.com/printing/chord-of-calling-m15) `{X}{G}{G}{G}` — *Instant*
14. [**Conclave Equenaut**](https://avascry.com/printing/conclave-equenaut-rvr) `{4}{W}{W}` — *Creature — Human Soldier*
15. [**Worldsoul Colossus**](https://avascry.com/printing/worldsoul-colossus-grn) `{X}{G}{W}` — *Creature — Elemental*
16. [**Interdisciplinary Mascot**](https://avascry.com/printing/interdisciplinary-mascot-mom) `{6}{U}{U}` — *Creature — Elemental Fractal*
17. [**Flight of Equenauts**](https://avascry.com/printing/flight-of-equenauts-grn) `{7}{W}` — *Creature — Human Knight*
18. [**Bennie Bracks, Zoologist**](https://avascry.com/printing/bennie-bracks-zoologist-ncc) `{3}{W}` — *Legendary Creature — Elf Druid*
19. [**Disruptor of Currents**](https://avascry.com/printing/disruptor-of-currents-ecl) `{3}{U}{U}` — *Creature — Merfolk Wizard*
20. [**Thunderhead Squadron**](https://avascry.com/printing/thunderhead-squadron-mom) `{5}{U}` — *Creature — Human Knight*
21. [**Referee Squad**](https://avascry.com/printing/referee-squad-plst) `{2}{U}` — *Creature — Homunculus*
22. [**Pack's Favor**](https://avascry.com/printing/packs-favor-grn) `{2}{G}` — *Instant*
23. [**Vote Out**](https://avascry.com/printing/vote-out-eoe) `{3}{B}` — *Sorcery*
24. [**Feral Incarnation**](https://avascry.com/printing/feral-incarnation-m15) `{8}{G}` — *Sorcery*
25. [**Devouring Light**](https://avascry.com/printing/devouring-light-j21) `{1}{W}{W}` — *Instant*
26. [**Merrow Skyswimmer**](https://avascry.com/printing/merrow-skyswimmer-ecl) `{3}{W/U}{W/U}` — *Creature — Merfolk Soldier*
27. [**Vault Guardsman**](https://avascry.com/printing/vault-guardsman-msc) `{5}{W}` — *Artifact Creature — Human Advisor*
28. [**Arboretum Elemental**](https://avascry.com/printing/arboretum-elemental-grn) `{7}{G}{G}` — *Creature — Elemental*
29. [**Chief Engineer**](https://avascry.com/printing/chief-engineer-m15) `{1}{U}` — *Creature — Vedalken Artificer*
30. [**Shivan Branch-Burner**](https://avascry.com/printing/shivan-branch-burner-mom) `{5}{R}{R}` — *Creature — Dragon*
31. [**Guardian of Vitu-Ghazi**](https://avascry.com/printing/guardian-of-vitu-ghazi-rav) `{6}{G}{W}` — *Creature — Elemental*