Opus 4.7 to 4.6 Inflation is ~45%
tokens.billchambers.me
April 18, 2026
1 min read
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55/100
Summary
Community Averages provides anonymous request-token comparisons for Opus versions 4.6 and 4.7 using real input data. The platform is open source and stores only anonymous submission IDs, with no affiliation to Anthropic.
Key Takeaways
- The article presents anonymous request-token comparisons between Opus 4.6 and Opus 4.7 based on real inputs from the community.
- The data is open source and only includes anonymous submission IDs for privacy.
- The project is not affiliated with or endorsed by Anthropic.
Community Sentiment
Positives
- The potential for open models to become widely accessible and less resource-intensive could democratize AI, allowing more developers to innovate without relying on major corporations.
- Impressive performance of smaller models enhanced through distillation suggests that efficiency improvements in training could lead to cost-effective solutions for various applications.
- The ability of Opus 4.7 to maintain long-running context is a notable improvement, which can enhance user experience in complex tasks.
Concerns
- Concerns about the rising costs associated with Opus 4.7 suggest that users may feel they are paying an 'AI tax' without significant improvements in productivity.
- The perception that Opus 4.7 may not provide enough value for the increased token usage raises questions about its overall efficiency and competitiveness.
- Dependency on large corporations for AI tools can lead to fears of skill atrophy, as reliance on AI may diminish essential coding skills among developers.