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multimodal benchmark

GroundUI-1K Leaderboard

GroundUI-1K is a multimodal benchmark for UI grounding using single-step instructions and screenshots across web, desktop, and mobile platforms.

Updated Sep 5, 2026

Models2
Model coverage2
MetricScore
EvidenceB

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  • Ranking
  • Highlights
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  • FAQ

GroundUI-1K Ranking

Higher score ranks better on this benchmark.

2 rows
Columns

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Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelAMNova ProAmazonScore81.40%Percentile100.00%Participants2EvidenceCEvaluatedSep 8, 2026
Rank02ModelAMNova LiteAmazonScore80.20%Percentile0.00%Participants2EvidenceCEvaluatedSep 8, 2026

GroundUI-1K Highlights

The leading models and scores on this benchmark.

Rank #1Nova Pro81.40%Rank #2Nova Lite80.20%

GroundUI-1K Score Distribution

A closer view of the leading scores on this benchmark.

GroundUI-1K

The Top AI Models for GroundUI-1K

The first five results on this benchmark, with official price and output speed added where the model identity can be matched.

What is GroundUI-1K?

What GroundUI-1K measures and how its scores work.

GroundUI-1K is a subset of GroundUI-18K for UI grounding evaluation.

It measures models' prediction of action coordinates on screenshots from single-step instructions across web, desktop, and mobile platforms, using the Score metric as a ratio.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
GroundUI-1K
Modality
multimodal
Primary category
multimodal
Score direction
higher
LLMBoard eligible
No
Evaluation key
overall

LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about GroundUI-1K.

Which model scores highest on GroundUI-1K?

Nova Pro is currently ranked first with 81.40%.

What are the top three models on GroundUI-1K?

The current leaders are Nova Pro (81.40%) and Nova Lite (80.20%).

Which GroundUI-1K model has the lowest official input price?

Nova Lite has the lowest matched official input price at $0.06 input / $0.24 output per 1M tokens.

Which models are fastest among GroundUI-1K results?

No matched runtime record is currently available.

Does the highest score result prove overall model quality?

No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.

What does GroundUI-1K measure?

It measures models' prediction of action coordinates on screenshots from single-step instructions across web, desktop, and mobile platforms, using the Score metric as a ratio.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

2 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.

Ranking basisThis groundui-1k AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    AM
    Nova ProAmazon
    Score
    81.40%
    Price
    $0.80 input / $3.2 output per 1M tokens

    Strengths

    • Ranks #1 of 2 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures GroundUI-1K, not total model capability
  2. 02
    AM
    Nova LiteAmazon
    Score
    80.20%
    Price
    $0.06 input / $0.24 output per 1M tokens

    Strengths

    • Ranks #2 of 2 compared models
    • 0th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures GroundUI-1K, not total model capability

Selection summary

Best AI Models for GroundUI-1K

Nova Pro currently leads GroundUI-1K with 81.40%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

Benchmark rank #1Nova Pro81.40% · $0.80 input / $3.2 output per 1M tokens
Benchmark rank #2Nova Lite80.20% · $0.06 input / $0.24 output per 1M tokens