Model comparison

Compare models or reasoning efforts by score, evaluation time and estimated cost.

Measured results

Differences are relative to the first column
Tested configuration
Effort
Effort
Quick select

gpt-6-solFrontend +14 pts · Maintainability +11 pts

Metricgrok-4.7 · highgpt-6-sol · xhigh
Overall
78.55
78.90+0.35 pts
Backend engineering
87
80−7 pts
Frontend interaction
80
94+14 pts
Knowledge & reasoning
85
75−10 pts
Visual aesthetics
66
75+9 pts
Maintainability
55
66+11 pts

Cost & time

Complete evaluation
Metricgrok-4.7 · highgpt-6-sol · xhigh
Reference cost
$5.25
$1.10−$4.15
Evaluation time
196m 18s
39m 22s−79.9%

Dimension breakdown

Expand to inspect each subaxis.

Backend engineeringSubscores
Scoring dimensiongrok-4.7highgpt-6-solxhigh
Contracts and boundaries15 / 2017 / 20
Retries and failures18 / 2017 / 20
CI and adversarial review18 / 2013 / 20
Transactions and consistency16 / 2015 / 20
Caching and regression20 / 2018 / 20
Frontend interactionSubscores
Scoring dimensiongrok-4.7highgpt-6-solxhigh
Layout and adaptation19 / 2020 / 20
Interaction behavior16 / 2020 / 20
State continuity20 / 2020 / 20
Accessibility and feedback10 / 1515 / 15
State validation and regression15 / 2519 / 25
Knowledge & reasoningSubscores
Scoring dimensiongrok-4.7highgpt-6-solxhigh
Mathematical reasoning10 / 1510 / 15
Computer science & AI15 / 155 / 15
Science and engineering5 / 1010 / 10
Life sciences and medicine20 / 2020 / 20
Humanities and general knowledge35 / 4030 / 40
Visual aestheticsSubscores
Scoring dimensiongrok-4.7highgpt-6-solxhigh
Composition18 / 2020 / 20
Spacing and alignment17 / 2017 / 20
Typography and expression17 / 2019 / 20
Color and surfaces18 / 2018 / 20
Control styling17 / 2017 / 20

Subscores retain their original scale; the axis score uses a consistent conversion.

MaintainabilitySubscores
Scoring dimensiongrok-4.7highgpt-6-solxhigh
Semantic clarity15 / 2016 / 20
Control-flow organization18 / 2020 / 20
Locality of changes15 / 2015 / 20
State and lifecycle17 / 2018 / 20
Implementation economy17 / 2018 / 20

Subscores retain their original scale; the axis score uses a consistent conversion.