Morph: Fast Apply

Morph: Fast Apply, provided by morph, is a specialized code-patching LLM designed to integrate AI-suggested edits into source files. The model demonstrates exceptional speed, consistently ranking among the fastest models with an "Infinityth percentile" across four benchmarks, indicating unparalleled processing velocity. Price data is currently unavailable, suggesting potential free-tier usage or a non-disclosed pricing structure. However, the model exhibits severe reliability issues, with a 0% success rate across all benchmarks due to frequent technical failures. This significantly impacts its usability, as it consistently fails to provide any usable response. Across all evaluated categories—General Knowledge, Ethics, Email Classification, and Coding—the model achieved a 0.0% accuracy. This complete lack of accuracy, coupled with the high duration for each benchmark (ranging from 122,820ms to 247,002ms for a 0% success rate), indicates that the model is currently non-functional for these tasks. Key strengths are limited to its theoretical speed in applying code patches, as its benchmark performance is entirely compromised by reliability issues. Its notable weakness is its complete inability to perform any of the evaluated tasks due to persistent technical failures, rendering it unusable for general knowledge, ethical reasoning, classification, or coding challenges.