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Users report inconsistent performance across Claude AI models

Users are reporting inconsistent performance and "low IQ" behavior from certain Claude models, specifically GPT 5.6 Sol and GPT 6 Astra, which tend to over-engineer sub-projects without explanation or abandon main tasks for side questions. In contrast, Fable 5 and Opus 4.8 are noted for their ability to resume main tasks after answering side questions and for narrating their intentions. These experiences highlight potential differences in how models interpret global instructions and prompting styles, leading to varied user satisfaction. AI

IMPACT Highlights potential inconsistencies in large language model instruction following and prompting effectiveness.

RANK_REASON User discussion about model performance and prompting styles.

Read on r/ClaudeAI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Users report inconsistent performance across Claude AI models

How we ranked this

Signal score
2 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
User discussion about model performance and prompting styles.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/ClaudeAI TIER_2 English(EN) · /u/YeahImATurner ·

    "Skill issue" or differences in instructions or prompting style?

    <!-- SC_OFF --><div class="md"><p>In my global instructions, GPT 5.6 Sol and GPT 6 Astra have both spent multiple hours overengineering their own sub-projects that did not support my prompt without narrating a word of what they were working on. Or I will ask a side question and t…