Grounding scenario · 2026-08-13

Locate the Compare period toggle in Analytics dashboard

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

Case IDcompare toggle

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 Compare period toggle

Return only data matching the supplied JSON schema. Do not describe your reasoning.
SHA-256 · 4680133fee557181ea2797083b34afd3a0f31d08493ee08847a3c98cc38500be
Analytics dashboard UI with the the Compare period toggle target highlightedExpected
Ground truth: the Compare period toggle

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 miss
Format
Invalid
Box IoU
0.000
Latency
1.70 s
Cost
$0.00072
Raw response
{"point": {"x": 453,  	"y": 429}, "box": {"x": 440, "y": 410, "width": 570, "height": 48}}

box must be positive and contained in normalized 0..1000 coordinates.

Grok 4.5

xAI · x-ai/grok-4.5
Point hit
Format
Valid
Box IoU
0.259
Latency
1.52 s
Cost
$0.0038
Raw response
{"point": {"x": 450, "y": 450}, "box": {"x": 420, "y": 435, "width": 175, "height": 30}}

GPT-5.4

OpenAI · openai/gpt-5.4
Point hit
Format
Valid
Box IoU
0.530
Latency
3.76 s
Cost
$0.0075
Raw response
{"point":{"x":454,"y":428},"box":{"x":447,"y":421,"width":124,"height":24}}

Gemini 3.6 Flash

Google AI Studio · google/gemini-3.6-flash
Point miss
Format
Invalid
Box IoU
0.000
Latency
3.31 s
Cost
$0.0047
Raw response
{"

SyntaxError

GPT-5.6 Sol

OpenAI · openai/gpt-5.6-sol
Point hit
Format
Valid
Box IoU
0.439
Latency
3.70 s
Cost
$0.0155
Raw response
{"point":{"x":454,"y":431},"box":{"x":448,"y":421,"width":122,"height":20}}

GPT-5.6 Luna

OpenAI · openai/gpt-5.6-luna
Point hit
Format
Valid
Box IoU
0.417
Latency
2.38 s
Cost
$0.00031
Raw response
{"point":{"x":509,"y":431},"box":{"x":448,"y":421,"width":122,"height":19}}

Claude Sonnet 5

Anthropic · anthropic/claude-sonnet-5
Point miss
Format
Valid
Box IoU
0.000
Latency
3.93 s
Cost
$0.0054
Raw response
{"point":{"x":653,"y":387},"box":{"x":645,"y":379,"width":16,"height":16}}

Claude Opus 5

Anthropic · anthropic/claude-opus-5
Point hit
Format
Valid
Box IoU
0.482
Latency
4.69 s
Cost
$0.0135
Raw response
{"point":{"x":453,"y":430},"box":{"x":448,"y":419,"width":123,"height":22}}

Gemini 3.1 Pro Preview

Google AI Studio · google/gemini-3.1-pro-preview
Point hit
Format
Valid
Box IoU
0.401
Latency
3.00 s
Cost
$0.0031
Raw response
{"point": {"x": 515, "y": 429}, "box": {"x": 448, "y": 421, "width": 134, "height": 19}}
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