SubwayBench

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A one-shot benchmark comparing frontier models on complex 3D game generation.

byCommand Code AI

Subway Surfers cloneOpen source

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Description

A technical benchmark that evaluates how 12+ frontier AI models handle a complex prompt to build a 3D Subway Surfers clone in a single shot. The analysis identifies Claude Opus 5 as a category-leading winner for implementing a true projected 3D engine, frame-rate independent physics, and advanced platformer affordances like coyote time and jump buffering from a single prompt.

Descriptions, tags, and model credits may be AI-generated or inferred from public sources and can be incomplete or wrong. Learn more.

Details

Why this is interesting: It provides a rigorous comparison of frontier models on a difficult coding task, proving that Opus 5 can one-shot a…
Attributed to: @CommandCodeAI
Built with: MiMo-V2.6-Flash Grok 4.7 V4.1 Flash Gemini 3.8 Flash Cyber 3.8 Flash Omni 1.1 Flash Ling 3.0 Flash Fin Gemini 3.7 Flash Qwen3.7 Flash 3.5 Flash Cyber 3.6 Flash Step 3.7 Flash Gemini 3.5 Flash V4 GPT-5.5 Pro LTX 2.3 Pro 3.1 Pro Vidu Q3 Pro Seedream 5.0 Pro Seedance 1.5 Pro Flux 2 Pro Nano Banana Pro Gemini 3 Pro 2.5 Flash Gemini 2.5 Pro
Links: View tweet
Tags: #benchmark #3d #gamedev #one-shot

Discovered: X
First posted: X · Sep 23, 2026
Listed: Added 2h ago
Build: Strong
Models: Strong

Prompt

Create a fun endless runner game like Subway Surfers as a single HTML file using Canvas. Vertical canvas (400x700 or similar portrait mode), character runs automatically forward, swipe or space to jump, down arrow to slide. Collect coins, avoid obstacles like barriers and trains. Nice colorful city visuals with scrolling background, score based on distance, game over screen with restart. Keep it simple but visually appealing. Output only the full code.

Source

All projects

Games

SubwayBench

A one-shot benchmark comparing frontier models on complex 3D game generation.

byCommand Code AI

Subway Surfers cloneOpen source

SubwayBench media is blocked

Allow external media to connect to the provider and play this content.

Description

Descriptions, tags, and model credits may be AI-generated or inferred from public sources and can be incomplete or wrong. Learn more.

Details

Why this is interesting: It provides a rigorous comparison of frontier models on a difficult coding task, proving that Opus 5 can one-shot a…
Attributed to: @CommandCodeAI
Built with: MiMo-V2.6-Flash Grok 4.7 V4.1 Flash Gemini 3.8 Flash Cyber 3.8 Flash Omni 1.1 Flash Ling 3.0 Flash Fin Gemini 3.7 Flash Qwen3.7 Flash 3.5 Flash Cyber 3.6 Flash Step 3.7 Flash Gemini 3.5 Flash V4 GPT-5.5 Pro LTX 2.3 Pro 3.1 Pro Vidu Q3 Pro Seedream 5.0 Pro Seedance 1.5 Pro Flux 2 Pro Nano Banana Pro Gemini 3 Pro 2.5 Flash Gemini 2.5 Pro
Links: View tweet
Tags: #benchmark #3d #gamedev #one-shot

Discovered: X
First posted: X · Sep 23, 2026
Listed: Added 2h ago
Build: Strong
Models: Strong

Prompt

Create a fun endless runner game like Subway Surfers as a single HTML file using Canvas. Vertical canvas (400x700 or similar portrait mode), character runs automatically forward, swipe or space to jump, down arrow to slide. Collect coins, avoid obstacles like barriers and trains. Nice colorful city visuals with scrolling background, score based on distance, game over screen with restart. Keep it simple but visually appealing. Output only the full code.

Source

SubwayBench

Description

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SubwayBench

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