
ALT Requesty logo. Kicker "Coding benchmark · Particle-1 vs its base". Headline "Same base model. 39% fewer tokens per task." Four panels compare deepseek-v4.1-flash (grey dots) with particle-1 (blue dots). Tokens per task: 2,399k vs 1,463k. Cost per task: $0.15 vs $0.12. Latency per turn: 5.4s vs 2.7s. Pass rate: 67% vs 61%, one dot per task out of 88.

ALT Requesty logo. Kicker "Coding benchmark · Latency". Headline "Fastest of 19 models. 2.7s median per turn." A ranked bar chart of median seconds per model turn for 19 models. Particle-1 is first at 2.7s, in blue, followed by glm-5.3-flash 3.4s and gpt-6-sol 3.6s. Its base, deepseek-v4.1-flash, is at 5.4s. The slowest are deepseek-v4-pro at 17.0s and hy4-preview at 22.6s.

ALT Requesty logo. Kicker "Coding benchmark · Pass rate". Headline "61% of tasks solved, level with DeepSeek V4 Pro." Eight open-weight models, each drawn as 88 dots, one dot per task, with solved tasks filled. hy4-preview 68%, deepseek-v4.1-flash 67%, qwen3.8-flash 64%, kimi-k3 64%, particle-1 61% (in blue), deepseek-v4-pro 61%, glm-5.3 60%, glm-5.3-flash 58%.









