Grounding scenario · 2026-08-13

Locate the Audience tab in Analytics dashboard

Every model received the same screenshot, prompt, and structured response contract.

Case IDaudience tab

1440 × 900 · normalized 0–1000 coordinates

Exact input

Prompt

You are evaluating a user interface screenshot for test automation.

Locate the single UI element described below. Return the best click point and the tight visible bounding box of the complete interactive target. Coordinates use a normalized 0 to 1000 grid, where (0, 0) is the top-left image corner and (1000, 1000) is the bottom-right image corner.

Target: the Audience tab

Return only data matching the supplied JSON schema. Do not describe your reasoning.
SHA-256 · abcba912d49274fcff97299f8dd267e38a3ec60b7440a1c212b33b76f988e943
Analytics dashboard UI with the the Audience tab target highlightedExpected
Ground truth: the Audience tab

Model evidence

9 responses

Blue marks the browser-derived target. Orange marks the model’s returned box and point. Format validity checks only the response contract; it does not mean the requested element was found.

Holo3 122B A10B

H Company · holo3-122b-a10b
Point hit
Format
Valid
Box IoU
0.412
Latency
1.76 s
Cost
$0.00072
Raw response
{"point": {"x": 78, "y": 185}, "box": {"x": 14, "y": 168, "width": 144, "height": 20}}

Grok 4.5

xAI · x-ai/grok-4.5
Point hit
Format
Valid
Box IoU
0.667
Latency
1.92 s
Cost
$0.0038
Raw response
{"point": {"x": 85, "y": 195}, "box": {"x": 20, "y": 175, "width": 130, "height": 40}}

GPT-5.4

OpenAI · openai/gpt-5.4
Point hit
Format
Valid
Box IoU
0.317
Latency
3.02 s
Cost
$0.0067
Raw response
{"point":{"x":54,"y":186},"box":{"x":23,"y":173,"width":75,"height":26}}

Gemini 3.6 Flash

Google AI Studio · google/gemini-3.6-flash
Point hit
Format
Valid
Box IoU
0.770
Latency
1.21 s
Cost
$0.0022
Raw response
{"point": {"x": 80, "y": 187}, "box": {"x": 14, "y": 169, "width": 132, "height": 36}}

GPT-5.6 Sol

OpenAI · openai/gpt-5.6-sol
Point hit
Format
Valid
Box IoU
0.926
Latency
4.20 s
Cost
$0.0167
Raw response
{"point":{"x":80,"y":188},"box":{"x":14,"y":162,"width":132,"height":48}}

GPT-5.6 Luna

OpenAI · openai/gpt-5.6-luna
Point hit
Format
Valid
Box IoU
0.898
Latency
2.94 s
Cost
$0.00035
Raw response
{"point":{"x":80,"y":188},"box":{"x":14,"y":168,"width":132,"height":42}}

Claude Sonnet 5

Anthropic · anthropic/claude-sonnet-5
Point hit
Format
Valid
Box IoU
0.184
Latency
3.71 s
Cost
$0.0054
Raw response
{"point":{"x":63,"y":168},"box":{"x":20,"y":157,"width":86,"height":22}}

Claude Opus 5

Anthropic · anthropic/claude-opus-5
Point hit
Format
Valid
Box IoU
0.830
Latency
4.20 s
Cost
$0.0135
Raw response
{"point":{"x":79,"y":187},"box":{"x":14,"y":168,"width":131,"height":39}}

Gemini 3.1 Pro Preview

Google AI Studio · google/gemini-3.1-pro-preview
Point hit
Format
Valid
Box IoU
0.960
Latency
3.55 s
Cost
$0.0030
Raw response
{"point": {"x": 79, "y": 188}, "box": {"x": 13, "y": 164, "width": 132, "height": 48}}
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