Fit the tool to the work.
Start with the problem, the codebase, the cost of mistakes, and the way you work. A source-derived guide beats a universal answer.
Describe the task
These choices apply only the strengths named in the supplied guide.
Caveat: this matrix encodes the supplied post only. It does not verify current model availability, price, benchmarks, or superiority.
Explain a fit score without mistaking it for a benchmark
Read the explanation
The source score adds thirty for each model tag that appears among five selected input values. One matching tag produces thirty and two produce sixty. The bars use five pixels per score unit. These weights encode this page supplied guide, not measured accuracy, price, availability or a fresh benchmark. A zero score says no direct tag match, not that a model cannot do the task. The source top row lists hardest problems massive codebase and expensive mistakes as three tags. Selecting all three gives ninety; selecting only expensive mistakes gives thirty. The bars use five pixels per score unit. This additive rule does not model interactions or penalize weaknesses. The resulting ranking illustrates the saved page rule and is not a recommendation to purchase a currently available model. When expensive mistakes is selected but daily work is replaced by a problem choice with no daily tag, two entries can each score thirty. Both bars have equal one hundred fifty pixel length at five pixels per point. The sorted list keeps source order for equal scores, so its first entry wins the displayed title. Equal scores do not provide evidence of superiority. The export preserves selected inputs and displayed ranking with an explicit source caveat.