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Step 5 Preview

600B open weights, trained for long-running agents

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Step 5 Preview is StepFun's open-weight MoE for coding, financial research and long-running agents. It has 600B total parameters, 27B active per token and a 1M-token context, with deployment support for vLLM, SGLang and Transformers.

PH · launched Oct 17, 2026 · 83 upvotes (top 2%) · 0 views

Niche: large language models · 191 launches, 4 in the last 7 days ▼ -33% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Commercial product
  • Open Source
  • Artificial Intelligence

Visit website ↗ Source listing ↗

Could you build this?

No Training a 600B-parameter MoE foundation model with a 1M context window requires tens of millions of dollars in compute, custom distributed training infra, and world-class AI research teams.

What it would actually take: Requires high-performance computing clusters (thousands of H100/H800 GPUs connected via InfiniBand), Megatron-LM/DeepSpeed-based 3D parallelism (tensor, pipeline, expert parallelism), bespoke data curation pipelines processing tens of trillions of tokens, and custom CUDA kernels for efficient sparse mixture-of-experts routing and extended context attention.

Competitors

Other products that read as similar to this one : 18 launches clear the similarity bar, closest 8 shown.

Attention rank: #2 of 19 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 326 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.