MiniMax released MiniMax M3 on June 4, the first open-source model with million-token context via sparse attention. The model combines a custom sparse attention pattern with strong coding ability, reaching 73% on SWE-Bench Verified — within 5 points of closed-source frontier models. The release signals that open-source has reached the "long context + strong coding" milestone, previously held only by closed-source frontier models.