Together AI added GLM-5.3 Flash to its cloud inference catalog, offering native multimodal understanding, 1M context with hybrid attention, and double the DeepSWE throughput per dollar compared to proprietary peers.

Key Takeaways

  • 320B-A18B sparse MoE architecture minimizes cost per token while sustaining frontier-grade reasoning quality;
  • Native multimodality with 1M hybrid-attention context designed for comprehensive codebase inspection;
  • High-throughput enterprise hosting tailored for autonomous continuous coding loops.