Together AI launched hosted serverless API serving for GLM-5.3 Flash, highlighting its 320B-A18B multimodal MoE architecture, 1M context, and high DeepSWE efficiency compared to proprietary frontier models.
Key Takeaways
- ✓Brings 320B total / 18B active multimodal MoE into hosted serverless APIs with instant elastic scaling;
- ✓Native visual reasoning combined with hybrid attention reduces input token consumption for agentic workflows;
- ✓Matches frontier-level engineering accuracy on DeepSWE while delivering more than double the completed tasks per dollar.
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TL;DR VerdictKey Decision Metrics at a Glance
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Up NextCommand Code ships GLM-5.3 FlashX: ~200 TPS, 1M-context multimodal
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