---
target_card: Textbook Tabulator
mana_cost: "{2}{U}"
type_line: "Creature — Frog Wizard"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/textbook-tabulator
json_api: https://avascry.com/similar/textbook-tabulator.json
---

# Cards Similar & Synergistic to Textbook Tabulator

- **Target Card:** [Textbook Tabulator](https://avascry.com/printing/textbook-tabulator-sos) (Creature — Frog Wizard) `{2}{U}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/textbook-tabulator.json

## Top 31 Synergistic Matches

1. [**Pensive Professor**](https://avascry.com/printing/pensive-professor-sos) `{1}{U}{U}` — *Creature — Human Wizard*
2. [**Tester of the Tangential**](https://avascry.com/printing/tester-of-the-tangential-sos) `{1}{U}` — *Creature — Djinn Wizard*
3. [**Ambitious Augmenter**](https://avascry.com/printing/ambitious-augmenter-sos) `{G}` — *Creature — Turtle Wizard*
4. [**Rummaging Wizard**](https://avascry.com/printing/rummaging-wizard-ons) `{3}{U}` — *Creature — Human Wizard*
5. [**Berta, Wise Extrapolator**](https://avascry.com/printing/berta-wise-extrapolator-sos) `{2}{G}{U}` — *Legendary Creature — Frog Druid*
6. [**House Guildmage**](https://avascry.com/printing/house-guildmage-grn) `{U}{B}` — *Creature — Human Wizard*
7. [**Glarb, Calamity's Augur**](https://avascry.com/printing/glarb-calamitys-augur-pblb) `{B}{G}{U}` — *Legendary Creature — Frog Wizard Noble*
8. [**Cephalid Inkmage**](https://avascry.com/printing/cephalid-inkmage-fdn) `{2}{U}` — *Creature — Octopus Wizard*
9. [**Dimir Informant**](https://avascry.com/printing/dimir-informant-grn) `{2}{U}` — *Creature — Human Rogue*
10. [**Fractal Tender**](https://avascry.com/printing/fractal-tender-sos) `{3}{G}{U}` — *Creature — Elf Wizard*
11. [**Naga Oracle**](https://avascry.com/printing/naga-oracle-akr) `{3}{U}` — *Creature — Snake Cleric*
12. [**Topiary Lecturer**](https://avascry.com/printing/topiary-lecturer-sos) `{2}{G}` — *Creature — Elf Druid*
13. [**Imperious Inkmage**](https://avascry.com/printing/imperious-inkmage-sos) `{1}{W}{B}` — *Creature — Orc Warlock*
14. [**Cruel Witness**](https://avascry.com/printing/cruel-witness-vow) `{2}{U}{U}` — *Creature — Bird Horror*
15. [**Dragon's Rage Channeler**](https://avascry.com/printing/dragons-rage-channeler-sld) `{R}` — *Creature — Human Shaman*
16. [**Watcher in the Mist**](https://avascry.com/printing/watcher-in-the-mist-grn) `{3}{U}{U}` — *Creature — Spirit*
17. [**Fangkeeper's Familiar**](https://avascry.com/printing/fangkeepers-familiar-ptdm) `{1}{B}{G}{U}` — *Creature — Snake*
18. [**Unwelcome Sprite**](https://avascry.com/printing/unwelcome-sprite-ecl) `{1}{U}` — *Creature — Faerie Rogue*
19. [**Lightshell Duo**](https://avascry.com/printing/lightshell-duo-blb) `{3}{U}` — *Creature — Rat Otter*
20. [**Sultai Ascendancy**](https://avascry.com/printing/sultai-ascendancy-ktk) `{B}{G}{U}` — *Enchantment*
21. [**A-Dragon's Rage Channeler**](https://avascry.com/printing/a-dragons-rage-channeler-mh2) `{R}` — *Creature — Human Shaman*
22. [**Spellseeker**](https://avascry.com/printing/spellseeker-j20) `{2}{U}` — *Creature — Human Wizard*
23. [**Federation Probe**](https://avascry.com/printing/federation-probe-trk) `{U}` — *Artifact Creature — Construct*
24. [**Fandaniel, Telophoroi Ascian**](https://avascry.com/printing/fandaniel-telophoroi-ascian-fic) `{4}{B}` — *Legendary Creature — Elder Wizard*
25. [**Aminatou, Veil Piercer**](https://avascry.com/printing/aminatou-veil-piercer-dsc) `{1}{W}{U}{B}` — *Legendary Creature — Human Wizard*
26. [**Wary Thespian**](https://avascry.com/printing/wary-thespian-mom) `{1}{G}` — *Creature — Cat Druid*
27. [**Don't Make a Sound**](https://avascry.com/printing/dont-make-a-sound-dsk) `{1}{U}` — *Instant*
28. [**Inkling Mascot**](https://avascry.com/printing/inkling-mascot-sos) `{W}{B}` — *Creature — Inkling Cat*
29. [**Spellgyre**](https://avascry.com/printing/spellgyre-blb) `{2}{U}{U}` — *Instant*
30. [**Thoughtbound Phantasm**](https://avascry.com/printing/thoughtbound-phantasm-grn) `{U}` — *Creature — Spirit*
31. [**Tempest Angler**](https://avascry.com/printing/tempest-angler-blb) `{1}{U/R}{U/R}` — *Creature — Otter Wizard*