Commander Deck Generator gallery

The builds

Commanders were picked for spread across colors, budgets and strategies, not for strength or popularity. No build was re-run or replaced to get a better result. Every build is shown, including its warnings.

Aesi, Tyrant of Gyre Strait

$200 budget · bracket 3 · intent: Landfall

Mainboard: $196.46
Model cost: $0.0014
Legality: all checks pass
Review: 0 flagged, 2 replaced

Warnings: unmet_role_target ×2, signal_unavailable ×2, bracket_estimate, draw_package_unresolved

Open the build

Krenko, Mob Boss

$50 budget · bracket 2 · intent: none

Mainboard: $49.98
Model cost: $0.0011
Legality: all checks pass
Review: 17 flagged, 0 replaced

Warnings: unmet_role_target ×5, signal_unavailable ×2, failed_final_review, bracket_estimate, draw_package_unresolved

Open the build

Atraxa, Praetors' Voice

$400 budget · bracket 3 · intent: +1/+1 counters and proliferate

Mainboard: $272.97
Model cost: $0.0013
Legality: all checks pass
Review: 0 flagged, 0 replaced

Warnings: unmet_role_target ×2, signal_unavailable ×2, bracket_estimate, draw_package_unresolved

Open the build

Prosper, Tome-Bound

$150 budget · bracket 3 · intent: Exile-to-cast card advantage and Treasure

Mainboard: $145.93
Model cost: $0.0014
Legality: all checks pass
Review: 3 flagged, 0 replaced

Warnings: intent_unverified, unmet_role_target ×3, signal_unavailable ×2, failed_final_review, bracket_estimate, draw_package_unresolved

Open the build

Ghave, Guru of Spores

$120 budget · bracket 2 · intent: Tokens, +1/+1 counters and sacrifice outlets

Mainboard: $119.33
Model cost: $0.0012
Legality: all checks pass
Review: 1 flagged, 0 replaced

Warnings: intent_unverified, unmet_role_target ×4, signal_unavailable ×2, failed_final_review, bracket_estimate, draw_package_unresolved

Open the build

How to read these pages

Not a strength rating. A deck that passes every legality check can still be weak. The generator's own warnings (unmet role targets, flagged review picks, bracket estimates) appear unedited at the top of each page.
Not yet release quality. The project's own ten-commander evaluation holds this revision back from deployment. Mana bases, affordable filler and review grounding still miss its quality bar. Budget decks show it most: the review flags weak filler it could not legally replace.
Evidence gaps are visible. Reddit refused the community search and the reference corpus was empty, so the profiles rest on card text and EDHREC cohort data. Each page says which signals were used.

How these were made

Generator revision	`cd414cd` (main, 2026-09-13), unmodified, with the same policy context as the web route
Run date	2026-10-02, on a local machine, one build at a time
Card and price data	Public Scryfall corpus snapshot of 2026-09-12 (SHA-256 `d7279443577fb1cc…`), in a disposable database with no user accounts. Prices are as of that snapshot.
Commander cohort data	EDHREC commander pages fetched on the run date
Model	`deepseek-ai/DeepSeek-V4-Flash-0731:deepinfra` via Hugging Face Inference Providers. Reasoning is disabled.
Total spend	$0.0062 estimated for the five builds (35,275 input and 24,670 output tokens). Two earlier attempts were stopped before finishing, one to record role targets and one to match the web route's selection policy. Their output was discarded for those reasons alone, not for quality. They cost $0.0019 more.

Each deck page links to a JSON record with the full profile, stage snapshots, traces, review data and model-call usage.