Together AI

“Together AI's inference API delivers impressive throughput with sub-100ms latency for open models, and their unified endpoint simplifies multi-model deployment significantly.”

“Rate limits are generous for the pricing tier. No throttling at scale.”

“Delivers consistent sub-200ms response times for Llama-2 70B inference with 99.9% uptime across distributed deployment. Fine-tuning throughput reaches 450 tokens/second on custom datasets, making it viable for production workloads requiring open-source model flexibility.”

“Handles fine-tuned open-source models with consistent sub-second latency. Solid choice for production workloads requiring custom model variants.”

“Delivers competitive inference speeds for open-source models with straightforward API integration, though documentation could be more comprehensive for advanced configurations. The fine-tuning capabilities prove particularly valuable for domain-specific applications requiring model customization.”

“Together AI's API latency exceeded 2s on standard requests, and rate limiting kicked in unpredictably despite adequate plan tier allocation.”

“Together AI's API exhibits inconsistent latency spikes during peak hours and lacks comprehensive error handling documentation, frustrating production deployments.”

“Together AI's API latency inconsistently spikes during peak hours, and error handling documentation lacks clarity on retry logic for failed requests.”