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Large Language ModelsHacker NewsPublished: Nov 11, 2026, 10:01 JST

Coship lays out four tiers of AI intelligence

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Coship lays out four tiers of AI intelligence

3 Key Points

  1. What happened

    A blog post by Coship published on October 11, 2026, groups AI models into four tiers based on difficulty of reaching them, with Anthropic, OpenAI and Google as the only labs in the absolute frontier tier.

  2. Why it matters

    The post argues moving within a tier is much easier than crossing between tiers, so a model's position at release can signal how hard it is for other labs to catch up or fall behind.

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Context & Analysis

The post, dated October 11, 2026, is a snapshot rather than a permanent ranking. The author notes that a model is in a tier at the point of release, plus or minus a few days, and will likely fall behind afterward. The lab-specific analysis is labeled as of November 10th, 2026, and may be outdated for later readers.

The tier structure rests on access to resources and knowledge. Tier 1 requires top people, high-quality data, and abundant compute, and cannot rely on distillation from competitors. Tier 2 sits behind the frontier but above the best open source, with labs able to use top-tier models for R&D even though Anthropic, OpenAI and Google ban building competitors with their models. Tier 3 gains full access to top open models, including reasoning traces and weights, making it more achievable. Tier 4 is a catch-all for the rest, though the author stresses that doesn't mean models there are bad. The rule is that moving within a tier is easier than crossing between them.

FAQ
Which labs are in the absolute frontier tier?
The blog post lists only Anthropic, OpenAI and Google as being in Tier 1, the absolute frontier.
What is the basis for the four tiers?
The tiers are weakly categorized by the difficulty of getting to each level, as influenced by a lab's relative position to other LLMs.
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