---
target_card: Chipper Chopper
mana_cost: "{3}{U}"
type_line: "Artifact Creature — Cyborg Rigger"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/chipper-chopper
json_api: https://avascry.com/similar/chipper-chopper.json
---

# Cards Similar & Synergistic to Chipper Chopper

- **Target Card:** [Chipper Chopper](https://avascry.com/printing/chipper-chopper-ust) (Artifact Creature — Cyborg Rigger) `{3}{U}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/chipper-chopper.json

## Top 31 Synergistic Matches

1. [**Aerial Toastmaster**](https://avascry.com/printing/aerial-toastmaster-ust) `{3}{W}` — *Artifact Creature — Cyborg Rigger*
2. [**Riveting Rigger**](https://avascry.com/printing/riveting-rigger-ust) `{2}{W}` — *Artifact Creature — Cyborg Rigger*
3. [**Cogmentor**](https://avascry.com/printing/cogmentor-ust) `{1}` — *Artifact Creature — Gnome Rigger*
4. [**Crafty Octopus**](https://avascry.com/printing/crafty-octopus-ust) `{2}{U}` — *Host Creature — Octopus Rigger*
5. [**Cyberdrive Awakener**](https://avascry.com/printing/cyberdrive-awakener-eoc) `{5}{U}` — *Artifact Creature — Construct*
6. [**Selfcraft Mechan**](https://avascry.com/printing/selfcraft-mechan-eoe) `{3}{U}` — *Artifact Creature — Robot Artificer*
7. [**Joyride Rigger**](https://avascry.com/printing/joyride-rigger-ust) `{3}{G}` — *Creature — Goblin Rigger*
8. [**Propeller Pioneer**](https://avascry.com/printing/propeller-pioneer-klr) `{3}{W}` — *Creature — Human Artificer*
9. [**Aerial Doombot**](https://avascry.com/printing/aerial-doombot-msh) `{U}` — *Artifact Creature — Robot Villain*
10. [**Aether Swooper**](https://avascry.com/printing/aether-swooper-aer) `{1}{U}` — *Creature — Vedalken Artificer*
11. [**Aeronaut Tinkerer**](https://avascry.com/printing/aeronaut-tinkerer-purl) `{2}{U}` — *Creature — Human Artificer*
12. [**Nimble Thopterist**](https://avascry.com/printing/nimble-thopterist-dft) `{3}{U}` — *Creature — Vedalken Artificer*
13. [**Aspiring Aeronaut**](https://avascry.com/printing/aspiring-aeronaut-ori) `{3}{U}` — *Creature — Human Artificer*
14. [**Ghirapur Gearcrafter**](https://avascry.com/printing/ghirapur-gearcrafter-pio) `{2}{R}` — *Creature — Human Artificer*
15. [**Experimental Aviator**](https://avascry.com/printing/experimental-aviator-kld) `{3}{U}{U}` — *Creature — Human Artificer*
16. [**Steamflogger of the Month**](https://avascry.com/printing/steamflogger-of-the-month-ulst) `{3}{R}{R}` — *Creature — Goblin Rigger*
17. [**Aerial Engineer**](https://avascry.com/printing/aerial-engineer-m19) `{2}{W}{U}` — *Creature — Human Artificer*
18. [**Thopter Squadron**](https://avascry.com/printing/thopter-squadron-vma) `{5}` — *Artifact Creature — Thopter*
19. [**Rook Turret**](https://avascry.com/printing/rook-turret-fin) `{3}{U}` — *Artifact Creature — Construct*
20. [**Hopping Automaton**](https://avascry.com/printing/hopping-automaton-usg) `{3}` — *Artifact Creature — Construct*
21. [**Thopter Assembly**](https://avascry.com/printing/thopter-assembly-mbs) `{6}` — *Artifact Creature — Thopter*
22. [**Maverick Thopterist**](https://avascry.com/printing/maverick-thopterist-ddu) `{3}{U}{R}` — *Creature — Human Artificer*
23. [**Wrench-Rigger**](https://avascry.com/printing/wrench-rigger-ust) `{R}` — *Creature — Goblin Rigger*
24. [**Hangarback Assembler**](https://avascry.com/printing/hangarback-assembler-ydft) `{1}{W}` — *Artifact*
25. [**Mechan Assembler**](https://avascry.com/printing/mechan-assembler-eoe) `{4}{U}` — *Artifact Creature — Robot Artificer*
26. [**Steelswarm Operator**](https://avascry.com/printing/steelswarm-operator-eoe) `{1}{U}` — *Artifact Creature — Robot Soldier*
27. [**Tin-Wing Chimera**](https://avascry.com/printing/tin-wing-chimera-vis) `{4}` — *Artifact Creature — Chimera*
28. [**Chimeric Sphere**](https://avascry.com/printing/chimeric-sphere-wth) `{3}` — *Artifact*
29. [**Enthusiastic Mechanaut**](https://avascry.com/printing/enthusiastic-mechanaut-neo) `{U}{R}` — *Artifact Creature — Goblin Artificer*
30. [**Weldfast Wingsmith**](https://avascry.com/printing/weldfast-wingsmith-plst) `{3}{U}` — *Creature — Human Artificer*
31. [**Workshop Elders**](https://avascry.com/printing/workshop-elders-moc) `{6}{U}` — *Creature — Human Artificer*