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State of the Art of Coding Models, According to Hacker News Commenters

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#coding models#hacker news sentiment#llm comparison#ai coding assistants

168points
87comments
#367of 4,366 in 2026
Top 9%of 2026 by points

How HN took it

CuriousMostly questions and neutral comments

3 positive, 14 neutral or asking, 0 mixed, 11 critical, out of 28 comments about the project. Thread score -0.23.

Idea: 2 for, 6 againstDesign: 1 for, 4 againstExecution: 0 for, 1 against

The thread, comment by comment

Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.

positive neutral or mixed critical about another commenter or something else the maker

What HN said

What people liked

  • Useful way to track model sentiment and popularity on HN

    From 2 comments
    • This is awesome data! I've been wanting to measure how closely hype aligns to our results at https://gertlabs.com/rankings Subjectively, it seemed like DeepSeek V4 Pro had the…
      gertlabs on HN
    • Thanks for doing the hard work. I've bookmarked this, hoping it'll come handy when new models are released. If you're taking feature requests, I've a few. - Show combined…
      idivett on HN
  • Open models like Kimi, Qwen and DeepSeek get positive sentiment

    From 3 comments
    • Interpreting these metrics is quite interesting. One thing for sure is that while Claude is currently taking the #1 spot in mentions, it carries a lot of negative sentiment due…
      jdw64 on HN
    • Interesting to see the positive sentiment around kimi2.6 qwen3.6 and deepseek relative to the negative. I hope the trend of people appreciating open models continue. They aren't…
      2ndorderthought on HN
    • What a win it is for open source that qwen and kimi show up on this at all.
      skeptrune on HN

Objections

  • Mention counts and sentiment don't measure actual model quality, only popularity

    From 3 comments
    • Just FYI this article seems to define "start of the art" as "popular", as measured by "total mentions and user sentiment", without any bearing on the technical abilities or…
      ranger_danger on HN
    • Before harnesses, I'd fix the methodology/claims. A saner methodology would be to see comments that compare two models, say 'gpt5.5>opus4.7' and infer context ('ctx:frontend',…
      gobdovan on HN
    • Terrible metric that tells absolutely nothing about what's state-of-the-art. You might as well call this list the most astroturfed models on HN.
      input_sh on HN
  • Graph labels were unreadable and the page is heavy with JavaScript

    From 2 comments
    • Please fix your graph so the names of the models are readable
      Jabbles on HN
    • So, it's a webpage with 3 paragraphs and a simple chart. It has: 1) terrible color scheme – fine, I switch to reader mode 2) shitloads of JS - fine, NoScript works, page breaks…
      pbgcp2026 on HN
  • Possible astroturfing or bot sentiment skews the results

    From 2 comments
    • I suspect companies are deploying bots to shift sentiment around their products. I find metrics like this to be largely useless vs. actually just trying stuff out.
      jesse_dot_id on HN
    • Terrible metric that tells absolutely nothing about what's state-of-the-art. You might as well call this list the most astroturfed models on HN.
      input_sh on HN

Requests

  • Graph sentiment over time from model release dates

    From 2 comments
    • It'd be interesting to also graph this over time to see how sentiment changes from when a model is released to today.
      brooksc on HN
    • Yes! Going forward I'm definitely doing that, once there is enough data. Might even backfill the data more into the past. I just want to stabilize the methodology before burning…
      yunusabd on HN
  • Combine results by model family or vendor

    From 1 comment
    • Thanks for doing the hard work. I've bookmarked this, hoping it'll come handy when new models are released. If you're taking feature requests, I've a few. - Show combined…
      idivett on HN
  • Extend the analysis to coding agents and harnesses

    From 1 comment
  • Show the Gemini prompt used for sentiment rating

    From 1 comment
    • > For each post, sends the title and comments to Gemini I wonder if Gemini has a bias for specific models that could influence those ratings. Might be worth to show the prompt…
      Skinless1501 on HN

Questions

  • Should Claude Opus 4.7 and Claude Opus Latest be merged?

    From 1 comment
    • Surely "Claude Opus 4.7" and "Claude Opus Latest" should be the same, right?
      chillfox on HN
  • How noisy is the sentiment classification?

    From 1 comment
    • How noisy is the sentiment classification? Feels like that could skew results a lot
      Hari2028 on HN

Alternatives named

  • Gertlabs rankings for model performance

    From 1 comment
    • This is awesome data! I've been wanting to measure how closely hype aligns to our results at https://gertlabs.com/rankings Subjectively, it seemed like DeepSeek V4 Pro had the…
      gertlabs on HN

Category, keywords, summaries and labels on this page were made by AI (Thread Reader v2) and not checked by hand. Each point links to the comments it came from.

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