Gemini 3.8 Flash Beats Muse Spark 1.3 in Coding Tests

AICodeKing10m 29s
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    Video summary

    AICodeKing tests Gemini 3.8 Flash and Muse Spark 1.3 on eight tasks spanning browser simulations, 3D scenes, SVG generation, mathematics and an end-to-end fine-tuning workflow. Gemini scores 65 out of 80, or 81.25%, while Muse Spark scores 57 out of 80, or 71.25%.

    Gemini's strongest results include a working bow-and-arrow game, a polished contact-lens case and a successful autonomous fine-tuning task. Muse Spark improves on elevator logic and sets the reviewer's best result for a dual-time-zone wristwatch, but regresses sharply on the panda SVG and folding-table tests that had distinguished version 1.2.

    The practical warning applies to both models: each can overwrite whole files when a smaller edit was requested. The reviewer recommends small commits, careful diff inspection and workflow-level planning and verification. Product promotion and subscription requests are omitted.

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    Flash Leaps, Spark Slips benchmark thumbnail Framed in blue with WWW.ARTIFICIAL-INTELLIGENCE.VIDEO, 3 September 2026 and duration 10m 29s.

    AICodeKing's benchmark puts Gemini 3.8 Flash far ahead of Muse Spark 1.3, although both models still require careful diff review because they can overwrite files instead of making targeted edits.