---
target_card: Icy Manipulator
mana_cost: "{4}"
type_line: "Artifact"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/icy-manipulator
json_api: https://avascry.com/similar/icy-manipulator.json
---

# Cards Similar & Synergistic to Icy Manipulator

- **Target Card:** [Icy Manipulator](https://avascry.com/printing/icy-manipulator-f05) (Artifact) `{4}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/icy-manipulator.json

## Top 31 Synergistic Matches

1. [**Icebind Pillar**](https://avascry.com/printing/icebind-pillar-khm) `{2}{U}` — *Snow Artifact*
2. [**Touchstone**](https://avascry.com/printing/touchstone-wth) `{2}` — *Artifact*
3. [**Pacification Array**](https://avascry.com/printing/pacification-array-klr) `{1}` — *Artifact*
4. [**Tyrant's Machine**](https://avascry.com/printing/tyrants-machine-m15) `{2}` — *Artifact*
5. [**Twiddle**](https://avascry.com/printing/twiddle-30a) `{U}` — *Instant*
6. [**Relic Barrier**](https://avascry.com/printing/relic-barrier-5dn) `{2}` — *Artifact*
7. [**Frozen Aether**](https://avascry.com/printing/frozen-aether-plst) `{3}{U}` — *Enchantment*
8. [**Tamiyo's Immobilizer**](https://avascry.com/printing/tamiyos-immobilizer-one) `{3}{U}` — *Artifact*
9. [**Trip Noose**](https://avascry.com/printing/trip-noose-shm) `{2}` — *Artifact*
10. [**Auriok Transfixer**](https://avascry.com/printing/auriok-transfixer-mrd) `{W}` — *Creature — Human Scout*
11. [**Scepter of Dominance**](https://avascry.com/printing/scepter-of-dominance-con) `{1}{W}{W}` — *Artifact*
12. [**Early Frost**](https://avascry.com/printing/early-frost-5dn) `{1}{U}` — *Instant*
13. [**Opposition**](https://avascry.com/printing/opposition-mp2) `{2}{U}{U}` — *Enchantment*
14. [**Twitch**](https://avascry.com/printing/twitch-wwk) `{2}{U}` — *Instant*
15. [**Frost Breath**](https://avascry.com/printing/frost-breath-m12) `{2}{U}` — *Instant*
16. [**Jolt**](https://avascry.com/printing/jolt-mir) `{2}{U}` — *Instant*
17. [**Coldsteel Heart**](https://avascry.com/printing/coldsteel-heart-plst) `{2}` — *Snow Artifact*
18. [**Entrancing Lyre**](https://avascry.com/printing/entrancing-lyre-thb) `{3}` — *Artifact*
19. [**Crippling Chill**](https://avascry.com/printing/crippling-chill-j22) `{2}{U}` — *Instant*
20. [**Kill Switch**](https://avascry.com/printing/kill-switch-nem) `{3}` — *Artifact*
21. [**Hylda's Crown of Winter**](https://avascry.com/printing/hyldas-crown-of-winter-woe) `{3}` — *Legendary Artifact*
22. [**Synod Artificer**](https://avascry.com/printing/synod-artificer-dst) `{2}{U}` — *Creature — Vedalken Artificer*
23. [**Deserter's Quarters**](https://avascry.com/printing/deserters-quarters-jou) `{2}` — *Artifact*
24. [**Chimeric Idol**](https://avascry.com/printing/chimeric-idol-vma) `{3}` — *Artifact*
25. [**Ice Over**](https://avascry.com/printing/ice-over-aer) `{1}{U}` — *Enchantment — Aura*
26. [**Rimewind Taskmage**](https://avascry.com/printing/rimewind-taskmage-csp) `{1}{U}` — *Creature — Human Wizard*
27. [**Twiddlestick Charger**](https://avascry.com/printing/twiddlestick-charger-ust) `N/A` — *Artifact — Contraption*
28. [**Hyperion Blacksmith**](https://avascry.com/printing/hyperion-blacksmith-leg) `{1}{R}{R}` — *Creature — Human Artificer*
29. [**Puppet Strings**](https://avascry.com/printing/puppet-strings-dde) `{3}` — *Artifact*
30. [**Ice Floe**](https://avascry.com/printing/ice-floe-5ed) `N/A` — *Land*
31. [**Icy Blast**](https://avascry.com/printing/icy-blast-pktk) `{X}{U}` — *Instant*