---
target_card: Guidelight Synergist
mana_cost: "{3}{W}"
type_line: "Artifact Creature — Robot Artificer"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/guidelight-synergist
json_api: https://avascry.com/similar/guidelight-synergist.json
---

# Cards Similar & Synergistic to Guidelight Synergist

- **Target Card:** [Guidelight Synergist](https://avascry.com/printing/guidelight-synergist-dft) (Artifact Creature — Robot Artificer) `{3}{W}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/guidelight-synergist.json

## Top 31 Synergistic Matches

1. [**Aerial Engineer**](https://avascry.com/printing/aerial-engineer-m19) `{2}{W}{U}` — *Creature — Human Artificer*
2. [**Weldfast Wingsmith**](https://avascry.com/printing/weldfast-wingsmith-plst) `{3}{U}` — *Creature — Human Artificer*
3. [**Thopter Architect**](https://avascry.com/printing/thopter-architect-bro) `{3}{W}` — *Creature — Human Artificer*
4. [**Aeronaut Tinkerer**](https://avascry.com/printing/aeronaut-tinkerer-purl) `{2}{U}` — *Creature — Human Artificer*
5. [**Memory Guardian**](https://avascry.com/printing/memory-guardian-dft) `{4}{U}` — *Artifact Creature — Robot Artificer*
6. [**Filigree Attendant**](https://avascry.com/printing/filigree-attendant-brc) `{2}{U}{U}` — *Artifact Creature — Homunculus*
7. [**Glaze Fiend**](https://avascry.com/printing/glaze-fiend-2xm) `{1}{B}` — *Artifact Creature — Illusion*
8. [**Cloudsculpt Technician**](https://avascry.com/printing/cloudsculpt-technician-eoe) `{2}{U}` — *Creature — Jellyfish Artificer*
9. [**Cyberdrive Awakener**](https://avascry.com/printing/cyberdrive-awakener-eoc) `{5}{U}` — *Artifact Creature — Construct*
10. [**Lumengrid Sentinel**](https://avascry.com/printing/lumengrid-sentinel-mrd) `{2}{U}` — *Creature — Human Wizard*
11. [**Workshop Elders**](https://avascry.com/printing/workshop-elders-moc) `{6}{U}` — *Creature — Human Artificer*
12. [**Aerial Doombot**](https://avascry.com/printing/aerial-doombot-msh) `{U}` — *Artifact Creature — Robot Villain*
13. [**Enthusiastic Mechanaut**](https://avascry.com/printing/enthusiastic-mechanaut-neo) `{U}{R}` — *Artifact Creature — Goblin Artificer*
14. [**A.I.M. Bot**](https://avascry.com/printing/aim-bot-msc) `{2}{U}` — *Artifact Creature — Robot Villain*
15. [**Steelswarm Operator**](https://avascry.com/printing/steelswarm-operator-eoe) `{1}{U}` — *Artifact Creature — Robot Soldier*
16. [**Aspiring Aeronaut**](https://avascry.com/printing/aspiring-aeronaut-ori) `{3}{U}` — *Creature — Human Artificer*
17. [**Searchlight Companion**](https://avascry.com/printing/searchlight-companion-neo) `{3}` — *Artifact Creature — Drone*
18. [**Propeller Pioneer**](https://avascry.com/printing/propeller-pioneer-klr) `{3}{W}` — *Creature — Human Artificer*
19. [**Somber Hoverguard**](https://avascry.com/printing/somber-hoverguard-mm2) `{5}{U}` — *Creature — Drone*
20. [**Katsumasa, the Animator**](https://avascry.com/printing/katsumasa-the-animator-nec) `{2}{U}{U}` — *Legendary Creature — Moonfolk Artificer*
21. [**Ultron, Machine Overlord**](https://avascry.com/printing/ultron-machine-overlord-msc) `{5}` — *Legendary Artifact Creature — Robot Villain*
22. [**Snapsail Glider**](https://avascry.com/printing/snapsail-glider-som) `{3}` — *Artifact Creature — Construct*
23. [**Ghirapur Gearcrafter**](https://avascry.com/printing/ghirapur-gearcrafter-pio) `{2}{R}` — *Creature — Human Artificer*
24. [**Shinechaser**](https://avascry.com/printing/shinechaser-eld) `{1}{W}{U}` — *Creature — Faerie*
25. [**Emissary Escort**](https://avascry.com/printing/emissary-escort-peoe) `{1}{U}` — *Artifact Creature — Robot Soldier*
26. [**Gaelicat**](https://avascry.com/printing/gaelicat-fin) `{2}{W}` — *Creature — Cat*
27. [**Utrom Monitor**](https://avascry.com/printing/utrom-monitor-tmc) `{4}{U}` — *Artifact Creature — Utrom Scientist*
28. [**Cephalopod Sentry**](https://avascry.com/printing/cephalopod-sentry-one) `{2}{W}{U}` — *Artifact Creature — Phyrexian Squid*
29. [**Aerial Toastmaster**](https://avascry.com/printing/aerial-toastmaster-ust) `{3}{W}` — *Artifact Creature — Cyborg Rigger*
30. [**Auriok Sunchaser**](https://avascry.com/printing/auriok-sunchaser-som) `{1}{W}` — *Creature — Human Soldier*
31. [**Roterothopter**](https://avascry.com/printing/roterothopter-hml) `{1}` — *Artifact Creature — Thopter*