Morph: Morph V3 Fast

Text input Text output
Author's Description

Morph's fastest apply model for code edits. ~10,500 tokens/sec with 96% accuracy for rapid code transformations. The model requires the prompt to be in the following format: <instruction>{instruction}</instruction> <code>{initial_code}</code> <update>{edit_snippet}</update>...

Key Specifications
Cost
$$$$
Context
81K
Released
Jul 07, 2025
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Temperature Stop Max Tokens
Performance Summary

Morph: Morph V3 Fast, released on July 7, 2025, is positioned as Morph's fastest model for code edits, boasting an impressive processing speed of approximately 10,500 tokens/sec with 96% accuracy for rapid code transformations. The model consistently ranks among the fastest available, achieving an Infinityth percentile across benchmarks for speed. While no cost data is available, suggesting potential free tier usage, its pricing competitiveness cannot be definitively assessed. A significant concern for Morph V3 Fast is its extremely low reliability, experiencing frequent technical failures that severely impact usability, reflected in a 0% success rate across benchmarks. This indicates that the model consistently fails to provide usable responses due to issues like network timeouts, API errors, or system errors. In benchmark testing, specifically the "Coding (Baseline)" category, the model achieved 0.0% accuracy over a duration of 131506ms. This result, combined with its reliability issues, suggests that despite its advertised speed for code transformations, the model is currently unable to deliver functional output. Its key strength lies in its theoretical speed for code edits, but this is entirely undermined by its critical reliability issues and complete lack of accuracy in evaluated benchmarks.

Model Pricing

Current Pricing

Feature Price (per 1M tokens)
Prompt $0.8
Completion $1.2

Price History

Available Endpoints
Provider Endpoint Name Context Length Pricing (Input) Pricing (Output)
Morph
Morph | morph/morph-v3-fast 81K $0.8 / 1M tokens $1.2 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Strategy Free Executions Accuracy Cost Duration
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