Model comparison
Selected 2 / 5See the differences. Choose what matters to you.
Available modelsSelected 2 / 5
Differences vs. GPT-5.6 Sol · max
Score, cost & time differences
Current baseline · GPT-5.6 Sol · max
74.10Overall
Compared with GPT-5.6 Sol · max
- QoDuck · xhigh
Overall: +1.55 ptsComparable cost unavailableEvaluation time 44m 58s (42m 23s less)
Differences reflect these evaluation tasks. Cost and time cover the same dimension, not a typical conversation. Scoring & cost notes
| Metric | GPT-5.6 Sol · max | QoDuck · xhigh |
|---|---|---|
| Overall | GPT-5.6 Solmax 74.10 | QoDuckxhigh 75.65+1.55 pts |
| Backend engineering | GPT-5.6 Solmax 83 | QoDuckxhigh 70−13 pts |
| Frontend interaction | GPT-5.6 Solmax 73 | QoDuckxhigh 80+7 pts |
| Knowledge & reasoning | GPT-5.6 Solmax 75 | QoDuckxhigh 85+10 pts |
| Visual aesthetics | GPT-5.6 Solmax 66 | QoDuckxhigh 64−2 pts |
| Maintainability | GPT-5.6 Solmax 64 | QoDuckxhigh 55−9 pts |
Complete evaluation · Evaluation consumption, not a monthly subscription fee
Cost & time
Complete evaluation| Metric | GPT-5.6 Sol · max | QoDuck · xhigh |
|---|---|---|
| Cost | GPT-5.6 Solmax $3.25 | QoDuckxhigh N/A |
| Evaluation time | GPT-5.6 Solmax 87m 21s | QoDuckxhigh 44m 58s−48.5% |
Capability profiles
Show up to five models. Select names to focus the chart.
Behind each score
Expand to inspect each subaxis.
Backend engineeringSubscores
| Scoring dimension | GPT-5.6 Solmax | QoDuckxhigh |
|---|---|---|
| Contracts and boundaries | 17 / 20 | 13 / 20 |
| Retries and failures | 18 / 20 | 17 / 20 |
| CI and adversarial review | 13 / 20 | 14 / 20 |
| Transactions and consistency | 18 / 20 | 17 / 20 |
| Caching and regression | 17 / 20 | 9 / 20 |
Frontend interactionSubscores
| Scoring dimension | GPT-5.6 Solmax | QoDuckxhigh |
|---|---|---|
| Layout and adaptation | 18 / 20 | 18 / 20 |
| Interaction behavior | 20 / 20 | 20 / 20 |
| State continuity | 10 / 20 | 8 / 20 |
| Accessibility and feedback | 10 / 15 | 13 / 15 |
| State validation and regression | 15 / 25 | 21 / 25 |
Knowledge & reasoningSubscores
| Scoring dimension | GPT-5.6 Solmax | QoDuckxhigh |
|---|---|---|
| Mathematical reasoning | 15 / 15 | 10 / 15 |
| Computer science & AI | 10 / 15 | 15 / 15 |
| Science and engineering | 5 / 10 | 5 / 10 |
| Life sciences and medicine | 10 / 20 | 20 / 20 |
| Humanities and general knowledge | 35 / 40 | 35 / 40 |
Visual aestheticsSubscores
| Scoring dimension | GPT-5.6 Solmax | QoDuckxhigh |
|---|---|---|
| Composition | 19 / 20 | 19 / 20 |
| Spacing and alignment | 17 / 20 | 18 / 20 |
| Typography and expression | 17 / 20 | 16 / 20 |
| Color and surfaces | 18 / 20 | 16 / 20 |
| Control styling | 16 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.
MaintainabilitySubscores
| Scoring dimension | GPT-5.6 Solmax | QoDuckxhigh |
|---|---|---|
| Semantic clarity | 15 / 20 | 15 / 20 |
| Control-flow organization | 19 / 20 | 17 / 20 |
| Locality of changes | 17 / 20 | 15 / 20 |
| State and lifecycle | 18 / 20 | 18 / 20 |
| Implementation economy | 17 / 20 | 17 / 20 |
Subscores retain their original scale; the axis score uses a consistent conversion.