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Kimi K3.1 Pro

Moonshot’s 3T-class model for coding, 3D and finance

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Kimi K3.1 Pro is Moonshot’s most capable 3T-class model, a post-trained update to K3 with a 1M-token context. Moonshot reports gains in coding, 3D modeling, finance and agentic tasks, including 65.7% on Terminal-Bench 4.0. A Highspeed version runs 2-3x faster. It’s live on Kimi.ai, the apps, Kimi Code and the API. Moonshot says open weights are due by November 4, 2026.

PH · launched Oct 24, 2026 · 5 upvotes (top 6%) · 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
  • Artificial Intelligence

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Could you build this?

No This is a frontier 3T-class language model whose training requires massive compute, proprietary data, and research teams.

What it would actually take: Building an equivalent would require a large-scale pretraining pipeline on trillions of tokens, post-training and RL infrastructure, and thousands of GPUs for months. It also needs curated proprietary data and a team of ML researchers and infrastructure engineers, none of which vibe coding can supply.

Competitors

Other products that read as similar to this one : 34 launches clear the similarity bar, closest 8 shown.

Attention rank: #5 of 35 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 242 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.