Bench leaderboard

This table ranks models on markup, not on whether the output works.
No run has been executed and graded yet. see verified examples →

Auto-scored matrix across 13 runs · 1 model · 6 skill kinds. Scoring rubric: validity + fidelity + structure + depth + cleanliness (max 10/step).

Score over time

Dots = individual steps. Solid lines = rolling-3 average per model. As we swap models + skills the line tells the story of where we got better — or worse.

qwen-image (29)

Axis breakdown over time

Each rubric axis (max 2) plotted independently. Useful for diagnosing — e.g. fidelity climbs when subject-token recall improves, structure climbs when models start emitting proper semantic tags.

validity fidelity structure depth cleanliness

Model × skill (avg of 13 runs)

Model	code-app	image-gen	project-dna	slide-deck	style-guide	website	overall
qwen-image	0.0 /10 (1)	8.0 /10 (12)	7.5 /10 (4)	9.0 /10 (1)	10.0 /10 (1)	9.3 /10 (10)	8.2 /10

All graded runs

r-1790793915767-gfjvx Design a vivid, color-saturated landing page for a holographic music festival — animated neon-ribbon hero, gla 16 / 20 qwen-image r-1790182166534-ksei1 can you create me a website Althea perfume company it's headoffice in colombo luxury perfumes they sell put so 17 / 20 qwen-image r-1789212998836-3v450 build a one-page site for a Reykjavik sea-salt harvester called Saltverk Nord 17 / 20 qwen-image r-1789176550407-zvah5 A landing page for Chairside, a small SaaS that schedules dentist appointments. Pricing tiers, a feature compa 18 / 20 qwen-image r-1789166894383-2sz6g Create the brand style guide for a sovereign-compute startup — palette with hex values and usage rules, type s 20 / 20 qwen-image r-1789124656615-6iofk A one page site for a two-day indie game conference in Tallinn called BITFEST. Schedule with times, the speake 8 / 20 qwen-image r-1789123948434-cbqg4 A site for a Neapolitan pizzeria in Glasgow called Forno Sette. Show the menu prominently with prices, plus op 17 / 20 qwen-image r-1789123565073-lz356 A portfolio site for a Copenhagen furniture photographer called Mads Holm. Work first, big images, almost no t 18 / 20 qwen-image r-1789115880572-82i5l Build a soft, luxurious landing page for a Kyoto onsen retreat called Yumoto House. Warm cream background, ele 18 / 20 qwen-image r-1789114658053-o2lbb Build me a website for a small-batch hot sauce brand in Austin called Ember Lane 28 / 30 qwen-image r-1789088913677-u7qeo an online shop selling handmade leather wallets 28 / 30 qwen-image r-1789088863428-yzaq7 a 5-slide pitch deck for a bicycle repair subscription 9 / 10 qwen-image r-1788504869178-mz6dl build me a website for selling mens cloths 24 / 40 qwen-image