Mo
Morph V3 Fast
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>...
- Input
- text
- Output
- text
Providers
Available through 1 free provider. Use the model ID and API settings below to connect.
Vercel AI Gateway
VAVercel AI Gateway
* The provider match may differ from this model. Check its docs for details.
Benchmarks
Compare scores and explore results by category.
No benchmark results are available for this model yet.
Frequently asked questions
Free access, setup, and what to expect.
Free API access for Morph V3 Fast is listed through Vercel AI Gateway, but a specific request or token allowance isn’t available in the listed data. Check the Morph V3 Fast provider pricing and rate limits for what’s included and any account requirements.
To use Morph V3 Fast, choose one of the listed Morph V3 Fast API providers and follow the provider’s account and API-key setup guide. Copy the Morph V3 Fast model ID and connection settings for your chosen provider into your app or API client. Model IDs can differ between providers. API requests go directly to the provider; Free Models is a comparison site.
Morph V3 Fast accepts text as listed input formats. Listed output formats include text. Image or audio input support does not imply image or audio generation. Check the chosen provider’s Morph V3 Fast documentation for supported file types and request formats.
Morph V3 Fast has a listed context window of 82K tokens. Tokens are small pieces of content rather than a word count. Instructions, conversation history, and other inputs use context space, and the response also needs room. The maximum output length for Morph V3 Fast may be smaller than the context window and can vary by provider.
Neither reasoning nor tool calling support is listed for Morph V3 Fast. Reasoning enables additional processing for complex problems. Tool calling allows a model to request functions that your app executes. Check the chosen provider’s documentation for capability availability and setup.
No benchmark results are listed for Morph V3 Fast yet. Missing scores don’t establish poor performance. Compare scores within the same benchmark: coding indexes, Elo ratings, and win rates measure different things. The index comparison charts include only scored free models listed on Free Models. Evaluate Morph V3 Fast on examples from your own task alongside context size and provider limits.