Atlas / Models / Morph / Morph: Morph V3 Fast

Morph: Morph V3 Fast✓ Catalog verified

morph/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> Zero Data Retention is enabled for Morph. Learn more about this model in their documentation

Input price
$0.80 /1M
Output price
$1.20 /1M
Context
82K
Modalities
text
Released
Jul 7, 2025
Tool calling
Atlas signal
77/100
01

Overview

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> Zero Data Retention is enabled for Morph. Learn more about this model in their documentation

Access: available through the official Morph API. Context window: 82K.

Pricing and metadata from the ModelsAtlas catalog.Last refreshed Aug 5, 2026
02

Specifications

API identifiermorph/morph-v3-fast
ProviderMorph
Model typeText LLM
Context window82K catalog
Input modalitiestext
Output modalitiestext
ReleasedJul 7, 2025
ModeratedNo
Architecture modalitytext->text
Supported parameters
max_tokensstoptemperature
Source: provider documentation + catalog feedMethodology →

API defaults

Default parameters
{
  "top_p": null,
  "temperature": null,
  "frequency_penalty": null
}
03

Pricing

Live pricing components for morph/morph-v3-fast as published in the catalog.

$0.80
Input /1M
$1.20
Output /1M
Per request
Per image
Pricing componentRaw unit priceNormalizedUnit
Prompt tokens$8e-7$0.80 / 1MPer input token
Completion tokens$0.0000012$1.20 / 1MPer output token
Request feeN/AN/APer request
Image feeN/AN/APer image unit
Web search feeN/AN/APer search request
Source: catalog pricing feedCompare all pricing →Cheapest models →
04

Cost calculator

Estimate monthly spend from your own token volumes.

Scale / Volume

Estimated Total Cost

$0.64Calculated from current list pricing in the ModelsAtlas catalog.
05

Capabilities

CapabilityStatusWhat it means
Visual UnderstandingNot advertisedImage and document analysis support
Audio ProcessingNot advertisedSpeech and voice aligned flows
Tool CallingNot advertisedSupports tools / function calling
Self-HostingNot advertisedDeploy outside managed APIs
Derived from catalog capability tags and supported parameters
06

Capability signals

Directional signals derived from model metadata and capability tags — not official benchmark submissions.

Morph: Morph V3 Fast
MMLU Signal (Reasoning)
74signal
Coding Signal (HumanEval proxy)
84signal
Math Signal (GSM8K proxy)
74signal
Science Signal (GPQA proxy)
74signal
Estimated from metadata — not an official benchmark runAll benchmarks →Methodology →
07

Quick start

Call Morph: Morph V3 Fast through an OpenAI-compatible client.

from openai import OpenAI

client = OpenAI(
    base_url="https://openrouter.ai/api/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="morph/morph-v3-fast",
    messages=[{"role": "user", "content": "Explain quantum physics."}]
)

print(response.choices[0].message.content)
08

Alternatives

Closest models by context window from a different provider.

09

Sources & attribution

Pricing and metadata are maintained in the ModelsAtlas catalog.

Capability bars use metadata tags — directional estimates onlyHow we source and verify data →
10

Frequently asked questions

How much does Morph: Morph V3 Fast cost?

$0.80 per 1M input tokens and $1.20 per 1M output tokens on the official Morph API.

What is the context window of Morph: Morph V3 Fast?

Morph: Morph V3 Fast supports up to 82K tokens of context.

Does Morph: Morph V3 Fast support tool / function calling?

Morph: Morph V3 Fast does not advertise first-class tool/function calling. Check vendor docs for the latest capabilities.

How do I access Morph: Morph V3 Fast?

Use the official Morph API with the model id `morph/morph-v3-fast`. See the Quick start section above for code examples.