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Morph V3 Large API262K context

by Morph · text->text · released 2025-07-07

Morph's high-accuracy apply model for complex code edits.

Get an API key Try in Chat https://api.datallmlab.com/v1
Input / 1M
$0.90
Output / 1M
$1.90
Context
262K
Providers
1
Cheaper than
47% of catalog

Pricing & specs mirror our live pricing as of July 2026 (pay-as-you-go).

What is Morph V3 Large?

Morph's high-accuracy apply model for complex code edits. ~4,500 tokens/sec with 98% accuracy for precise code transformations. The model requires the prompt to be in the following format: <instruction>{instruction}</instruction> <code>{initial_code}</code>...

Morph V3 Large pricing

Pay-as-you-go on DataLLM Lab — these are our live list prices (identical to the pricing page):

ModelInput / 1MOutput / 1MCache readCache writeContext
Morph V3 Large$0.90$1.90262K

On output price, Morph V3 Large is cheaper than 47% of the 309 models in the catalog.

What Morph V3 Large costs per month

WorkloadTokens in / out (monthly)Est. cost
Support chatbot40M / 12M$58.80
RAG / knowledge base200M / 20M$218
Coding agent80M / 25M$120
Batch extraction150M / 8M$150
Content generation20M / 40M$94.00

Estimate your own monthly cost

= input × $0.90 + output × $1.90 per 1M · pay-as-you-go, computed in your browser.

Cost = input price × input volume + output price × output volume. The same five workloads run on every model page, so any two compare directly.

Morph V3 Large vs alternatives

Pick Morph V3 Large when you want this provider’s capabilities. If price is the only priority, Morph V3 Fast is cheaper per token.
ModelInput / 1MOutput / 1MContextOur test
Morph V3 Large$0.90$1.90262K
Morph V3 Fast$0.80$1.2082K
GLM 5$0.60$1.92203K
Qwen3.6 Plus$0.33$1.951M
Qwen3 235B A22B$0.45$1.82131K

When not to use Morph V3 Large

Specs

Model IDmorph/morph-v3-large
Modalitytext->text (input: text)
Context window262,144 tokens
Max output131,072 tokens
Tool / function calling
Structured output (JSON)✅ Yes
Released2025-07-07
Open weights— (hosted API only)

How to call Morph V3 Large

from openai import OpenAI
client = OpenAI(base_url="https://api.datallmlab.com/v1", api_key="YOUR_DATALLM_LAB_KEY")
resp = client.chat.completions.create(
    model="morph/morph-v3-large",
    messages=[{"role": "user", "content": "Hello"}],
)
print(resp.choices[0].message.content)
curl https://api.datallmlab.com/v1/chat/completions \
  -H "Authorization: Bearer YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"morph/morph-v3-large","messages":[{"role":"user","content":"Hello"}]}'
import OpenAI from "openai";
const client = new OpenAI({ baseURL: "https://api.datallmlab.com/v1", apiKey: process.env.DATALLM_KEY });
const r = await client.chat.completions.create({
  model: "morph/morph-v3-large",
  messages: [{ role: "user", content: "Hello" }],
});
console.log(r.choices[0].message.content);

The same key routes Morph V3 Large and 300+ other models — switch models by changing one string. How OpenAI-compatible APIs work.

Prompting tips for Morph V3 Large

Tips are derived from Morph V3 Large's actual capabilities — context window, tool & JSON support, modality and price tier — not generic advice.

Open-source tools for Morph V3 Large

Popular open-source frameworks and agents to build with Morph V3 Large over the API — star counts pulled from GitHub (July 2026).

langgenius/dify★ 147.5K
Production-ready platform for agentic workflow development.
TypeScript
open-webui/open-webui★ 144.0K
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Python
langchain-ai/langchain★ 140.8K
The agent engineering platform.
Python
microsoft/autogen★ 59.5K
A programming framework for agentic AI
Python
crewAIInc/crewAI★ 54.8K
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewA
Python
BerriAI/litellm★ 52.5K
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking,
Python

Listed by GitHub stars; inclusion is by ecosystem relevance (agent frameworks, SDKs and gateways), not affiliation. Stars change — see each repo for current numbers.

Migrating to Morph V3 Large

Coming from OpenAI or another gateway? On an OpenAI-compatible setup the only changes are base_url → https://api.datallmlab.com/v1 and model → morph/morph-v3-large. Messages, streaming and the rest of your code stay the same. Routing & failover guide.

Rate limits & reliability

Rate limits here are the DataLLM Lab gateway's, not the upstream vendor's. On 429 (rate limited) or 503 (provider busy), retry with exponential backoff. See the error-code guide and failover setup.

Related reading

How OpenAI-Compatible APIs Work
DataLLM Lab Blog
We Benchmarked LLM Coding Cost & Quality
DataLLM Lab Blog
Best LLM API in 2026: A Buyer’s Guide
DataLLM Lab Blog

Call Morph V3 Large with one key

300+ models behind one OpenAI-compatible endpoint — better prices, better uptime, no subscriptions.

Get an API keyCompare pricing

Frequently asked questions

What is Morph V3 Large?

Morph's high-accuracy apply model for complex code edits. It accepts text input with a 262K-token context window and was released on 2025-07-07. On DataLLM Lab it is callable through one OpenAI-compatible endpoint.

How much does Morph V3 Large cost?

On DataLLM Lab it is $0.90 per 1M input tokens and $1.90 per 1M output tokens — cheaper than about 47% of the 309-model catalog on output price. Pay-as-you-go, no subscription.

What is the context window of Morph V3 Large?

262K tokens, with up to 131K max output tokens.

Is Morph V3 Large open source?

No open weights are published — it is available through hosted API access only.

How do I call the Morph V3 Large API?

Point any OpenAI SDK at https://api.datallmlab.com/v1 and set model to "morph/morph-v3-large". One DataLLM Lab key routes this model and 300+ others; no code changes beyond the base URL and model string.

What are good alternatives to Morph V3 Large?

Close options by price and capability include Morph V3 Fast, GLM 5, Qwen3.6 Plus — all callable with the same DataLLM Lab key.