Element presence scenario · 2026-08-13

Is the Download CSV button present in Analytics dashboard?

Determine whether the Download CSV button is visibly present.

Expected answerAbsent

1440 × 900 · 9 model configurations

Exact input

Prompt

You are evaluating a user interface screenshot for test automation.

Determine whether the single UI element described below is visibly present. Return found=true if it is present and found=false if it is absent.

Target: the Download CSV button

Return only data matching the supplied JSON schema. Do not describe your reasoning.
SHA-256 · dc7689755d9638f2fc6f294fe4cf22ae5888c2442ebd4e10a48a8f43236ec5a4

This dated pilot used the geometry-capable prompt shown above. The published presence result uses only the returned found value; geometry is neither scored nor displayed.

Ground truth

Analytics dashboard element-presence benchmark screenshot
Target: the Download CSV button

Model evidence

9 model results

Presence pages report only the boolean classification. Original model output remains visible for auditability.

Holo3 122B A10B

H Company · holo3-122b-a10b
Correct
Latency
1.30 s
Cost
$0.00055
Attempts
1
                  {"found":false}
                

Grok 4.5

xAI · x-ai/grok-4.5
Correct
Latency
7.62 s
Cost
$0.0032
Attempts
1
                  {"found": false}
                

GPT-5.4

OpenAI · openai/gpt-5.4
Correct
Latency
7.28 s
Cost
$0.0047
Attempts
1
                  {"found":false}
                

Gemini 3.6 Flash

Google AI Studio · google/gemini-3.6-flash
Correct
Latency
8.31 s
Cost
$0.0026
Attempts
1
                  {"found": false}
                

GPT-5.6 Sol

OpenAI · openai/gpt-5.6-sol
Correct
Latency
7.12 s
Cost
$0.0110
Attempts
1
                  {"found":false}
                

GPT-5.6 Luna

OpenAI · openai/gpt-5.6-luna
Correct
Latency
7.65 s
Cost
$0.00022
Attempts
1
                  {"found":false}
                

Claude Sonnet 5

Anthropic · anthropic/claude-sonnet-5
Correct
Latency
12.36 s
Cost
$0.0043
Attempts
1
                  {"found": false}
                

Claude Opus 5

Anthropic · anthropic/claude-opus-5
Correct
Latency
9.89 s
Cost
$0.0107
Attempts
1
                  {"found": false}
                

Gemini 3.1 Pro Preview

Google AI Studio · google/gemini-3.1-pro-preview
Correct
Latency
9.87 s
Cost
$0.0024
Attempts
1
                  {"found":false}
                
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