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Aider polyglot — well-formed responses — cost vs performance

Best current row per canonical model in the group “percent_cases_well_formed” (61 models) against context window (tokens). The dashed line is the Pareto frontier: no model is both better and cheaper than a point on it.

open / restricted weights closed Pareto frontier (2 models)

Frontier models 2

Pareto frontier
Modelpercent_cases_well_formed on Aider polyglot — well-formed responsesRankcontext window (tokens)ProviderTrust
GPT-4o-mini (2024-07-18)OpenAI100%1128KOfficial board
Qwen2.5 Coder 32B InstructQwen · Open weights99.6%1132.8KOfficial board

Methodology. Points are the best current row per canonical model in comparability group 'percent_cases_well_formed'. Price = cheapest current offer across providers (the provider shown). Pareto frontier maximises the score and minimises x; exact ties are all kept. memory_estimate is an estimate (see /methodology). Only the selected comparability group is plotted; points under other configurations are not mixed in. Price = cheapest current offer across providers at the time of the last crawl. Nothing is estimated except where marked.