---
target_card: Cephalid Vandal
mana_cost: "{1}{U}"
type_line: "Creature — Octopus Rogue"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/cephalid-vandal
json_api: https://avascry.com/similar/cephalid-vandal.json
---

# Cards Similar & Synergistic to Cephalid Vandal

- **Target Card:** [Cephalid Vandal](https://avascry.com/printing/cephalid-vandal-tor) (Creature — Octopus Rogue) `{1}{U}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/cephalid-vandal.json

## Top 31 Synergistic Matches

1. [**Cephalid Aristocrat**](https://avascry.com/printing/cephalid-aristocrat-tor) `{4}{U}` — *Creature — Octopus Noble*
2. [**Sultai Skullkeeper**](https://avascry.com/printing/sultai-skullkeeper-frf) `{1}{U}` — *Creature — Snake Shaman*
3. [**Merrow Witsniper**](https://avascry.com/printing/merrow-witsniper-mor) `{U}` — *Creature — Merfolk Rogue*
4. [**Tolarian Serpent**](https://avascry.com/printing/tolarian-serpent-wth) `{5}{U}{U}` — *Creature — Serpent*
5. [**Crosstown Courier**](https://avascry.com/printing/crosstown-courier-rtr) `{1}{U}` — *Creature — Vedalken*
6. [**Reef Pirates**](https://avascry.com/printing/reef-pirates-5ed) `{1}{U}{U}` — *Creature — Zombie Pirate*
7. [**Vedalken Entrancer**](https://avascry.com/printing/vedalken-entrancer-jmp) `{3}{U}` — *Creature — Vedalken Wizard*
8. [**Homarid Explorer**](https://avascry.com/printing/homarid-explorer-dom) `{3}{U}` — *Creature — Homarid Scout*
9. [**Dreamborn Muse**](https://avascry.com/printing/dreamborn-muse-cmd) `{2}{U}{U}` — *Creature — Spirit*
10. [**Manakin and Millikin**](https://avascry.com/printing/manakin-and-millikin-unk) `{3}` — *Artifact Creature — Construct*
11. [**Millikin**](https://avascry.com/printing/millikin-ody) `{2}` — *Artifact Creature — Construct*
12. [**Deranged Assistant**](https://avascry.com/printing/deranged-assistant-uma) `{1}{U}` — *Creature — Human Wizard*
13. [**Selhoff Occultist**](https://avascry.com/printing/selhoff-occultist-jmp) `{2}{U}` — *Creature — Human Rogue*
14. [**Ceti Eel**](https://avascry.com/printing/ceti-eel-trc) `{3}{B}` — *Creature — Worm*
15. [**Vilespawn Spider**](https://avascry.com/printing/vilespawn-spider-dbl) `{G}{U}` — *Creature — Spider*
16. [**Moldgraf Millipede**](https://avascry.com/printing/moldgraf-millipede-j22) `{4}{G}` — *Creature — Insect Horror*
17. [**Blanchwood Prowler**](https://avascry.com/printing/blanchwood-prowler-bro) `{1}{G}` — *Creature — Elemental*
18. [**Towering-Wave Mystic**](https://avascry.com/printing/towering-wave-mystic-jmp) `{1}{U}` — *Creature — Merfolk Wizard*
19. [**Ooze Patrol**](https://avascry.com/printing/ooze-patrol-dft) `{3}{G}` — *Creature — Ooze*
20. [**Ravenous Gigamole**](https://avascry.com/printing/ravenous-gigamole-bro) `{3}{B}` — *Creature — Mole Horror*
21. [**Saprazzan Breaker**](https://avascry.com/printing/saprazzan-breaker-mmq) `{4}{U}` — *Creature — Beast*
22. [**Molt Tender**](https://avascry.com/printing/molt-tender-dft) `{G}` — *Creature — Insect Druid*
23. [**Bruvac the Grandiloquent**](https://avascry.com/printing/bruvac-the-grandiloquent-sld) `{2}{U}` — *Legendary Creature — Human Advisor*
24. [**Cephalid Illusionist**](https://avascry.com/printing/cephalid-illusionist-tor) `{1}{U}` — *Creature — Octopus Wizard*
25. [**Cathartic Adept**](https://avascry.com/printing/cathartic-adept-ala) `{U}` — *Creature — Human Wizard*
26. [**Anowon, the Ruin Thief**](https://avascry.com/printing/anowon-the-ruin-thief-sld) `{2}{U}{B}` — *Legendary Creature — Vampire Rogue*
27. [**Merfolk Windrobber**](https://avascry.com/printing/merfolk-windrobber-znr) `{U}` — *Creature — Merfolk Rogue*
28. [**Manic Scribe**](https://avascry.com/printing/manic-scribe-j21) `{1}{U}` — *Creature — Human Wizard*
29. [**Stitcher's Supplier**](https://avascry.com/printing/stitchers-supplier-j22) `{B}` — *Creature — Zombie*
30. [**Screeching Sliver**](https://avascry.com/printing/screeching-sliver-tsp) `{U}` — *Creature — Sliver*
31. [**Merfolk Mesmerist**](https://avascry.com/printing/merfolk-mesmerist-m12) `{1}{U}` — *Creature — Merfolk Wizard*