Agents · Benchmark profile
A display-only Elo rating from blinded comparisons of multi-file web applications built by coding agents.
Data verified 27 Jul 2026 · Methodology 1.8.0
1 ranked models · higher is better · labels show rank and score
| 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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