Element presence scenario · 2026-08-13

Is the Emergency stop button present in IoT control center?

Determine whether the Emergency stop 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 Emergency stop button

Return only data matching the supplied JSON schema. Do not describe your reasoning.
SHA-256 · 38163f7d04cd6c6a29a0026ed742bb9406525bb766805093dd84e6051c9d9007

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

IoT control center element-presence benchmark screenshot
Target: the Emergency stop 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
1.60 s
Cost
$0.00055
Attempts
1
                  {"found":false}
                

Grok 4.5

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

GPT-5.4

OpenAI · openai/gpt-5.4
Correct
Latency
6.93 s
Cost
$0.0049
Attempts
1
                  {"found":false}
                

Gemini 3.6 Flash

Google AI Studio · google/gemini-3.6-flash
Correct
Latency
6.31 s
Cost
$0.0025
Attempts
1
                  {"found": false}
                

GPT-5.6 Sol

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

GPT-5.6 Luna

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

Claude Sonnet 5

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

Claude Opus 5

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

Gemini 3.1 Pro Preview

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