Landing Page Arena
We show this table for reference; we do not rank on it.
Kaggle's Landing Page Arena has models build a one-page website for a small business from a client brief, and people vote for the better page.
Evaluation results published by Kaggle. How Kaggle Benchmarks reruns tests.
Arena rating on Landing Page Arena v1 — Latest evaluation November 12, 2026
We mirror the published arena rating view for Landing Page Arena v1. GPT-6.1 Sol has the highest reported value at 1691. A rating gap smaller than the two rows' intervals is not a reliable difference. We do not use these results to rank models overall.
GPT-6.1 Sol
Max Reasoning; 124 votes; ±113; Evaluated 2026-11-12
GPT-6 Astra
Max Reasoning; 129 votes; ±111; Evaluated 2026-11-12
Claude Opus 5.5
Max Reasoning; 85 votes; ±116; Evaluated 2026-11-12
14 source rowsCross-domainCurrentDisplay onlyUpdated Latest evaluation November 12, 2026
Arena rating table (14 source rows)
| Rank | Model / configuration | Score | Parameters (B) | Open / closed |
|---|---|---|---|---|
| 1 | GPT-6.1 SolCreator not reportedMax Reasoning; 124 votes; ±113; Evaluated 2026-11-12 | 1691 | Not reported | Unknown |
| 2 | GPT-6 AstraCreator not reportedMax Reasoning; 129 votes; ±111; Evaluated 2026-11-12 | 1668 | Not reported | Unknown |
| 3 | Claude Opus 5.5Creator not reportedMax Reasoning; 85 votes; ±116; Evaluated 2026-11-12 | 1574 | Not reported | Unknown |
| 4 | Qwen 3.8 MaxCreator not reportedXhigh Reasoning; 107 votes; ±111; Evaluated 2026-11-12 | 1563 | Not reported | Unknown |
| 5 | Kimi K3Creator not reportedMax Reasoning; 38 votes; ±138; Evaluated 2026-11-12 | 1560 | Not reported | Unknown |
| 6 | Claude Fable 5.1Creator not reportedMax Reasoning; 128 votes; ±108; Evaluated 2026-11-12 | 1551 | Not reported | Unknown |
| 7 | Deepseek V4.1 FlashCreator not reportedHigh Reasoning; 100 votes; ±112; Evaluated 2026-11-12 | 1479 | Not reported | Unknown |
| 8 | GLM-5.3Creator not reportedMax Reasoning; 132 votes; ±108; Evaluated 2026-11-12 | 1477 | Not reported | Unknown |
| 9 | Gemini 4 CarbonCreator not reportedHigh Reasoning; 73 votes; ±118; Evaluated 2026-11-12 | 1473 | Not reported | Unknown |
| 10 | Claude Sonnet 5Creator not reported126 votes; ±109; Evaluated 2026-11-12 | 1417 | Not reported | Unknown |
| 11 | Grok 4.7Creator not reportedXhigh Reasoning; 107 votes; ±112; Evaluated 2026-11-12 | 1411 | Not reported | Unknown |
| 12 | Grok 4.6Creator not reportedXhigh Reasoning; 120 votes; ±110; Evaluated 2026-11-12 | 1403 | Not reported | Unknown |
| 13 | Gemini 4 ArgonCreator not reportedHigh Reasoning; 119 votes; ±110; Evaluated 2026-11-12 | 1393 | Not reported | Unknown |
| 14 | Gemini 3.8 FlashCreator not reportedHigh Reasoning; 116 votes; ±112; Evaluated 2026-11-12 | 1340 | Not reported | Unknown |
How to read this leaderboard
Read the rating as a preference ranking for small-business landing pages among the models on this board, with its vote count and interval. It does not measure accuracy.
Operator receipt: 14 sourced rows are currently displayable on this page; the highest published score among these 14 source rows is GPT-6.1 Sol at 1691, which does not establish a market leader.
Honest limit: The rating moves as votes arrive, and Kaggle publishes no confidence level for its interval. Rows with few votes have wide intervals, so neighbouring models are often not separable. Voters are self-selected Kaggle visitors. The board declares no license; we keep published aggregates with attribution and no task or output contents.
How to read Landing Page Arena
A page qualifies only if it is self-contained, works on desktop and phone, and includes the information the brief requires. Kaggle shows two anonymous outputs for the same prompt and a person picks the better one. The Arena column is the relative rating Kaggle fits to those votes, published with an interval; it is not a percentage.
The rating moves as votes arrive, and Kaggle publishes no confidence level for its interval. Rows with few votes have wide intervals, so neighbouring models are often not separable. Voters are self-selected Kaggle visitors. The board declares no license; we keep published aggregates with attribution and no task or output contents.
Snapshot
A rating gap smaller than the two rows' intervals is not a reliable difference. The table retains each source configuration and its reported value.
14 source rows are shown for Landing Page Arena. The benchmark falls in the Cross-domain category. We keep external benchmark mirrors separate from the weighted global scoring system, so these results remain source-specific evidence. Landing Page Arena is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.
About Landing Page Arena
Year
2026
Tasks
12 client briefs for small-business landing pages, rated by human votes
Format
Relative rating fitted to human pairwise votes
Difficulty
Marketing page design and copy
A page qualifies only if it is self-contained, works on desktop and phone, and includes the information the brief requires. Kaggle shows two anonymous outputs for the same prompt and a person picks the better one. The Arena column is the relative rating Kaggle fits to those votes, published with an interval; it is not a percentage. These results are display-only and do not enter overall or category rankings.
Freshness and provenance
Version
Landing Page Arena 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does Landing Page Arena measure?
Kaggle's Landing Page Arena has models build a one-page website for a small business from a client brief, and people vote for the better page.
Which source row has the highest reported Landing Page Arena value?
GPT-6.1 Sol has the highest reported Landing Page Arena value at 1691. A rating gap smaller than the two rows' intervals is not a reliable difference. BenchLM shows this benchmark for display only and does not use it in overall rankings.
How many models are evaluated on Landing Page Arena?
The Latest evaluation November 12, 2026 snapshot contains 14 AI models.
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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