Design Arena Agentic Web Dev Elo leaderboard
1 ranked models · higher is better
View accessible chart data
| Model | Rank | Provider | Score |
|---|---|---|---|
| Inkling | #1 | Thinking Machines Lab | 1257 elo |
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Agents · Benchmark profile
A display-only Elo rating from blinded comparisons of multi-file web applications built by coding agents.
Data verified 21 Jul 2026 · Methodology 1.6.0
Visual analysis
Switch between model placement, score distribution and descriptive provider averages. Every view uses the same sourced leaderboard.
1 ranked models · higher is better
| Model | Rank | Provider | Score |
|---|---|---|---|
| Inkling | #1 | Thinking Machines Lab | 1257 elo |
One best score per model · higher is better
| Rank | Model | Provider | License | Evidence use | Score |
|---|---|---|---|---|---|
| #1 | Inkling inkling | Thinking Machines Lab | open | Reference only | 1257 elo |
About Design Arena Agentic Web Dev Elo
A display-only Elo rating from blinded comparisons of multi-file web applications built by coding agents. Results stay tied to the exact model variant and evaluation system. Multiple systems for the same model use the best published score on this page; overall Lumina scoring uses the median of ranking-eligible rows.
Open benchmark source ↗FAQ
A display-only Elo rating from blinded comparisons of multi-file web applications built by coding agents.
Inkling by Thinking Machines Lab currently leads with 1257 elo.
1 model in the LuminaBench cohort have a qualifying score on this benchmark.
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