We trained a 32B model to beat Opus 4 at credit card optimization
GRPO-trained Qwen 32B beats Opus 4 on credit card tasks — specific domain win.

Free alternative to Max Rewards, but the 16-card catalog is too small to be useful yet.
Credit card chasers and points optimizers
Max Rewards · CardPointers · Doctor of Credit
GRPO-trained Qwen 32B beats Opus 4 on credit card tasks — specific domain win.
Useful directory, but Sweepbase already does the heavy lifting for comparisons.
Manual credit tracking app competing against MaxRewards and CardPointers.
MCP server for credit cards is clever but only works if you have a Klutch card.
Local LLM statement parser with chat, but Monarch Money and YNAB already handle this.
Yet another translation API when DeepL and Google already dominate this space.