Although the Midrash Bereshis Rabbah (42:8) records the story behind the origin of Og's name:
וַיָּבֹא הַפָּלִיט (בראשית יד, יג), רֵישׁ לָקִישׁ בְּשֵׁם בַּר קַפָּרָא הוּא עוֹג הוּא פָּלִיט, וְלָמָּה נִקְרָא שְׁמוֹ עוֹג שֶׁבָּא וּמָצָא אֶת אַבְרָם יוֹשֵׁב וְעוֹסֵק בְּמִצְוַת עוּגוֹת
Reish Lakish understands Og's name stems from finding Avraham working in mitzvah of matza 'cakes'. However, why does that scene inspire the Torah to call Og 'cake' forever? Is there an assumed zechus Og had for seeing Avraham make matza?