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
Effortxhigh
Effort
Quick select

gpt-5.6-terraBackend +12 pts · Reasoning −5 pts

Metricclaude-haiku-5-5 · xhighgpt-5.6-terra · max
Overall
65.65
65.90+0.25 pts
Backend engineering
69
81+12 pts
Frontend interaction
78
76−2 pts
Knowledge & reasoning
60
55−5 pts
Visual aesthetics
59
61+2 pts
Maintainability
64
61−3 pts

Cost & time

Complete evaluation
Metricclaude-haiku-5-5 · xhighgpt-5.6-terra · max
Reference cost
$0.21
$1.94+$1.73
Evaluation time
27m 38s
133m 2s+381.5%

Dimension breakdown

Expand to inspect each subaxis.

Backend engineeringSubscores
Scoring dimensionclaude-haiku-5-5xhighgpt-5.6-terramax
Contracts and boundaries15 / 2017 / 20
Retries and failures15 / 2017 / 20
CI and adversarial review12 / 2012 / 20
Transactions and consistency12 / 2017 / 20
Caching and regression15 / 2018 / 20
Frontend interactionSubscores
Scoring dimensionclaude-haiku-5-5xhighgpt-5.6-terramax
Layout and adaptation18 / 2018 / 20
Interaction behavior20 / 2017 / 20
State continuity15 / 2010 / 20
Accessibility and feedback10 / 1512 / 15
State validation and regression15 / 2519 / 25
Knowledge & reasoningSubscores
Scoring dimensionclaude-haiku-5-5xhighgpt-5.6-terramax
Mathematical reasoning10 / 1510 / 15
Computer science & AI5 / 1510 / 15
Science and engineering5 / 100 / 10
Life sciences and medicine15 / 2015 / 20
Humanities and general knowledge25 / 4020 / 40
Visual aestheticsSubscores
Scoring dimensionclaude-haiku-5-5xhighgpt-5.6-terramax
Composition19 / 2018 / 20
Spacing and alignment16 / 2016 / 20
Typography and expression16 / 2017 / 20
Color and surfaces18 / 2018 / 20
Control styling15 / 2016 / 20

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

MaintainabilitySubscores
Scoring dimensionclaude-haiku-5-5xhighgpt-5.6-terramax
Semantic clarity15 / 2015 / 20
Control-flow organization20 / 2020 / 20
Locality of changes17 / 2016 / 20
State and lifecycle18 / 2018 / 20
Implementation economy16 / 2016 / 20

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