State of the Art of Coding Models, According to Hacker News Commenters
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Hello HN,I was away from my computer for two weeks, and after coming back and reading the latest discussions on HN about coding assistants (models, harnesses), I felt very out of the loop. My normal process would have been to keep reading and figure out the latest and greatest from people's comments, but I wanted to try and automate this process.Basically the goal is to get a quick overview over which coding models are popular on HN. A next iteration could also scan for harnesses that people use, or info on self-hosting or hardware setups.I wrote a short intro on the page about the pipeline that collects and analyzes the data, but feel free to ask for more details or check the Google Sheet for more info.https://hnup.date/hn-sota
HN · launched May 2, 2026 · 168 upvotes (top 5%) · 0 views
Niche: ai coding assistants · 151 launches, 7 in the last 7 days ▼ -22% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 151 launches in ai coding assistants →
Could you build this?
Yes This is a content synthesis / data analysis project aggregating Hacker News comments via the Firebase/Algolia API and running summarization prompts with an LLM.
Discussion
20 comments analyzed.
Competitors mentioned: Claude, Claude Code, Codex, GPT-5.5, Kimi
Concerns raised: Gemini may have model bias influencing ratings, Claude fails with shell commands on Windows (PowerShell/cmd permissions issues), Claude Code uses significantly more tokens than alternatives, LLMs struggle with complex, poorly-documented integrations and hallucinate frequently, Unpredictable and systematic performance degradation at different times/demand levels
Feature requests: Show the prompt used for model evaluations, Normalize model versions (e.g., 'opus-all') to show trendlines over time, Improve long-running agent capabilities, Better healing mechanisms for common LLM errors (thinking loops, syntax errors), Easy Python library swap support for open-source model cloud providers
Competitors
Other products that read as similar to this one : 197 launches clear the similarity bar, closest 8 shown.
Attention rank: #25 of 198 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 183 days after the earliest competitor.
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- Hacker Atlas · hn · 2026-09-25 · 86 upvotes · similarity 0.48
- Hackobar · hn · 2026-05-25 · 5 upvotes · similarity 0.47
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