Suhail(@Suhail):I am very excited to see someone independently validate our claims on something we couldn’t train on and is real-world. Same performance capability, with way less tokens.

Suhail

@Suhail

Founder @particle_api, Past: Founder @mixpanel Pizzatarian, engineer, music maker

Joined February 2007

727 Following 454.9K Followers

Suhail@Suhail

2026.10.29 13:41

I am very excited to see someone independently validate our claims on something we couldn’t train on and is real-world. Same performance capability, with way less tokens.

Parallel@p0

2026.10.29 13:33

Particle-1 is #2# for efficiency on the Parallel Search Capability Leaderboard. It matches its base model, DeepSeek V4.1 Flash, on web research with Parallel Search (69.2 vs. 68.9) while using 42% fewer output tokens.