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Inkling 2 Small

A model that can see and refine what it builds

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Inkling 2 Small is Thinking Machines Lab's new 594B-parameter MoE model with 17B active, built for long-horizon coding, visual tasks, and agents. Available on Tinker for inference and fine-tuning.

PH · launched Nov 8, 2026 · 191 upvotes (top 1%) · 0 views

Niche: multimodal ai platforms and tools · 215 launches, 16 in the last 7 days ▼ -47% · Explore this niche →

Category and tags

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

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Could you build this?

No This is a 594B-parameter frontier model from a research lab. Building an equivalent requires massive training compute, data, and research expertise.

What it would actually take: Replicating it means pretraining a large mixture-of-experts model on trillions of tokens, which requires thousands of GPUs, a curated multimodal and code data pipeline, and a team of ML researchers for architecture, training stability, and post-training. Vibe coding can't provide any of those.

Competitors

Other products that read as similar to this one : 42 launches clear the similarity bar, closest 8 shown.

Attention rank: #1 of 43 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 314 days after the earliest competitor.

  • Cognition SWE-2 Flash · ph · 2026-11-09 · 3 upvotes · similarity 0.43
  • LongCat-2.0 · ph · 2026-07-07 · 154 upvotes · similarity 0.41
  • Hemmingway AI · ph · 2026-09-22 · 8 upvotes · similarity 0.37
  • Mini-AGI · hn · 2026-09-21 · 277 upvotes · similarity 0.37
  • Hemmingway-1 · github · 2026-09-20 · 34 upvotes · similarity 0.37
  • Qwen3.8-Max · ph · 2026-08-03 · 276 upvotes · similarity 0.37
  • Strands Decider 2B · ph · 2026-10-04 · 1 upvotes · similarity 0.36
  • VisionMorphic · ph · 2026-11-01 · 1 upvotes · similarity 0.36

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.