Element presence scenario · 2026-08-13

Is the Unlock front door button present in Smart home?

Determine whether the Unlock front door button is visibly present.

Expected answerAbsent

390 × 844 · 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 Unlock front door button

Return only data matching the supplied JSON schema. Do not describe your reasoning.
SHA-256 · 32f14fdfb3ac5b10e0cd7df9a4692a71cbc34136eccc24573d43558ac9b50106

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

Smart home element-presence benchmark screenshot
Target: the Unlock front door 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
1.11 s
Cost
$0.00017
Attempts
1
                  {"found":false}
                

Grok 4.5

xAI · x-ai/grok-4.5
Correct
Latency
7.99 s
Cost
$0.0013
Attempts
1
                  {"found": false}
                

GPT-5.4

OpenAI · openai/gpt-5.4
Correct
Latency
7.91 s
Cost
$0.0021
Attempts
1
                  {"found":false}
                

Gemini 3.6 Flash

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

GPT-5.6 Sol

OpenAI · openai/gpt-5.6-sol
Correct
Latency
8.85 s
Cost
$0.0032
Attempts
1
                  {"found":false}
                

GPT-5.6 Luna

OpenAI · openai/gpt-5.6-luna
Correct
Latency
8.26 s
Cost
$0.00006
Attempts
1
                  {"found":false}
                

Claude Sonnet 5

Anthropic · anthropic/claude-sonnet-5
Correct
Latency
8.85 s
Cost
$0.0017
Attempts
1
                  {"found": false}
                

Claude Opus 5

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

Gemini 3.1 Pro Preview

Google AI Studio · google/gemini-3.1-pro-preview
Incorrect
Latency
12.13 s
Cost
$0.0023
Attempts
1
                  {"found": true}
                
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