Morph • LLM
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>...
Context Window
82K tokens
Input Price/1M
$0.80
Output Price/1M
$1.20
Parameters
—
Max Output
38K tokens
Morph: Morph V3 Fast is an AI model developed by Morph, classified as a large language model (LLM). It focuses on text processing and natural language generation. As a proprietary model, it is available via Morph's cloud API. With a context window of 82K tokens, it is suitable for processing medium-sized documents like articles, reports, and code sections.
Morph: Morph V3 Fast is usage-based, priced at $0.8/1M input tokens and $1.2/1M output tokens. For context: 1 million tokens is approximately 750,000 words, or about 10 average-length books. At this aggressive price point, it is one of the most cost-effective options on the market, ideal for high-volume applications like chatbots, bulk document analysis, and automation.
We don't have detailed benchmark results for Morph: Morph V3 Fast yet. Benchmarks are updated weekly as new data becomes available from sources like Artificial Analysis, LM Arena, and LiveBench.
It's important to note that benchmarks measure specific aspects and don't capture the full user experience. Factors like instruction adherence, behavior in long conversations, and real-world task quality vary significantly between models and aren't always reflected in standard scores.
Morph: Morph V3 Fast is suitable for a wide range of AI applications: high-volume chatbots and automated support, text generation, summarization, translation, and general assistance.
In the 2026 AI model ecosystem, Morph: Morph V3 Fast competes directly with similarly capable models. Morph competes in this segment against OpenAI, Anthropic, Google, and Meta. The choice between models depends on the specific use case, budget, latency requirements, and need for features like multimodality and tool calling.
For a detailed side-by-side comparison, use our comparison tool or check the overall model ranking.
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>...
Morph: Morph V3 Fast costs $0.8/1M input tokens and $1.2/1M output tokens. For heavy usage (e.g., a chatbot handling 100k messages/month), costs can range from $10 to $1,000 depending on volume.
We don't have detailed benchmarks for Morph: Morph V3 Fast yet. Check the main benchmark page to compare available models.
No, Morph: Morph V3 Fast is a proprietary model from Morph. It is available via cloud API. For open source alternatives, check our open source model ranking.
Morph: Morph V3 Fast excels at general-purpose language tasks.
Last updated: May 24, 2026 • View methodology →