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Morph V3 Fast

Verified

Fast closed LLM with 80k-token text context from Morph.

MorphLanguage ModelsClosed
Model page
Updated 2026-06-15

About Morph V3 Fast

Morph V3 Fast employs a transformer-based architecture optimized for rapid inference. Its closed-source design keeps model weights private while supporting a substantial context length of 81920 tokens. This setup enables coherent processing across lengthy documents without requiring parameter disclosures.

Strengths center on speed during text generation and the ability to maintain context over many thousands of tokens. The model avoids open-weight distribution, focusing instead on controlled access for consistent performance. Users benefit from reduced latency compared to slower alternatives in similar context ranges.

Typical usage includes summarization of long reports, multi-turn dialogue with extensive history, and analysis of detailed textual data. Developers integrate it into applications needing quick responses without exceeding the stated token limit. Its text-only modality suits straightforward language tasks where proprietary constraints are acceptable.

Capabilities

Long-context text processing
Fast text generation
General language understanding
Instruction following
Text summarization
Question answering

How Morph V3 Fast compares

Morph V3 Fast (striped bar) vs other language models on intelligence, speed and price.

Price

USD per 1M output tokens · Lower is better · Morph V3 Fast ranks #63 of 98

$1.0
MiniMax M2.7
$1.0
MiniMax M2
$1.1
Qwen3 Next 80B A3B Instruct
$1.1
INTELLECT-3
$1.2
KAT-Coder-Pro V2
$1.2
Virtuoso Large
$1.2
Morph V3 Fast
$1.2
MiniMax M2-her
$1.3
Relace Apply 3
$1.3
Cogito v2.1 671B
$1.4
Aion-1.0-Mini
$1.6
Aion-2.0
$1.6
Aion-RP 1.0

Sources: Artificial Analysis (intelligence, speed) · OpenRouter (price).

Best for

Long document summarization

Handles texts up to 81920 tokens to produce concise summaries while preserving key details from extensive sources.

Real-time question answering

Delivers fast text generation for interactive QA sessions that require quick, accurate responses based on provided context.

Instruction-driven workflows

Follows complex instructions effectively for tasks involving general language understanding and structured text processing.

Strengths & limitations

Strengths

  • +Efficient handling of large context windows
  • +Optimized for quick responses
  • +Versatile across text-based tasks
  • +Suitable for real-time applications

Limitations

  • Text-only modality with no vision support
  • Speed focus may trade off depth on complex reasoning
  • Fixed context limit of 81920 tokens

Cost calculator

Estimate what Morph V3 Fast would cost for your usage.

$0.00140
per request
$14
estimated / month

Based on Morph V3 Fast's $0.80/1M input · $1.20/1M output. Estimate only — actual cost varies by provider and caching.

Quick start

OpenRouter's API is OpenAI-compatible — most SDKs work by just swapping the base URL. Only the model slug changes between models.

JavaScript · openai
import OpenAI from "openai";

const client = new OpenAI({
  baseURL: "https://openrouter.ai/api/v1",
  apiKey: process.env.OPENROUTER_API_KEY,
});

const completion = await client.chat.completions.create({
  model: "morph/morph-v3-fast",
  messages: [{ role: "user", content: "Hello!" }],
});

console.log(completion.choices[0].message.content);

Model slug: morph/morph-v3-fast

Editor's verdict

Our take on Morph V3 Fast

Morph V3 Fast is Morph's proprietary language models with a 82K-token context window.

At $1.20 per 1M output tokens, it is mid-priced for its class.

It is available through Morph's API and aggregators like OpenRouter.

Best suited to efficient handling of large context windows and optimized for quick responses.

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Frequently asked questions

No specific pricing details are provided in the model specifications.

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Other Morph models

Sibling versions in the Morph family from Morph.

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