Alpha.sh

We found DeepSeek V4.1 Flash 1017 beats GPT 6 Sol on our multi-step offensive cybersecurity task. Sol was tested via the Daybreak trusted access program. We have been building a cybersecurity benchmark based on simulated corporate networks. This is a valuable indicator for the cyber-risk a model poses if in the hands of a bad actor. We plan to make the full evaluation public in the coming weeks but wanted to share our first immediate finding here.

DeepSeek V4.1 Flash is now live on BlockRun. One model. Multiple ways to access it: Base, Solana, Arc, or API key. Pricing per 1M tokens → Input: $0.14 → Output: $0.28 → Cached input: $0.028 → $0.006 Terminal-Bench 4.0 improved from 31.2 to 42.3, while DeepSWE rose from 74.2 to 77.0. Try it on BlockRun 👇 blockrun.ai/models/deepseek-…

The Liquid Inference router network is growing quickly. We now have 28 verified companies serving >1000 models, offering capacity dynamically and updating quotes in real-time. Average time for providers to onboard and integrate models is 3 hours, full verification within a day.