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title: I trust Claude for everything. This test made me rethink...
description: A hands-on comparison of Grok 4.5 and Claude Opus 4.8 on three real coding tasks in a Rust codebase (fd), testing xAI's claim that Grok matches Opus at 4.2x...
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og:description: A hands-on comparison of Grok 4.5 and Claude Opus 4.8 on three real coding tasks in a Rust codebase (fd), testing xAI's claim that Grok matches Opus at 4.2x...
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# I trust Claude for everything. This test made me rethink that.

**[The New Stack](https://daily.dev/sources/newstack)** · 8 min read · 0 upvotes · 0 comments

## Summary

A hands-on comparison of Grok 4.5 and Claude Opus 4.8 on three real coding tasks in a Rust codebase (fd), testing xAI's claim that Grok matches Opus at 4.2x fewer tokens. Both models produced functionally identical code across a bug fix, refactor, and feature build. Grok used 4.3x fewer tokens, finished in one-third the time, and cost about $1 vs Opus's $5.14. Opus was slightly more thorough on documentation. The author, a habitual Claude user, concludes Grok delivered the same work for roughly 23% of the tokens and a fraction of the price, validating xAI's core marketing claim.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://thenewstack.io/grok-opus-coding-tokens>

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---

Tags: [#rust](https://daily.dev/tags/rust), [#ai-coding](https://daily.dev/tags/ai-coding), [#claude](https://daily.dev/tags/claude), [#grok](https://daily.dev/tags/grok)

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