Apply your own routing policies, reduce token costs automatically, and see every routing decision in real time with Merge Gateway.

1$ pip install merge-gateway-sdk1from merge_gateway import MergeGateway
2
3client = MergeGateway(api_key="YOUR_API_KEY")
4
5response = client.responses.create(
6 model="openai/gpt-5.2",
7 input=[
8 {"type": "message", "role": "system", "content": "You are a helpful programming tutor. Explain the concepts clearly with practical examples."},
9 {"type": "message", "role": "user", "content": "Explain the concept of recursion in programming with a simple set of examples."},
10 ],
11)
12
13print(response.output[0].content[0].text)1response = client.responses.create(
2 model="anthropic/claude-sonnet-4-20250514",
3 input=[
4 {"type": "message", "role": "system", "content": "You are a helpful programming tutor. Explain the concepts clearly with practical examples."},
5 {"type": "message", "role": "user", "content": "Explain the concept of recursion in programming with a simple set of examples."},
6 ],
7)1from openai import OpenAI
2
3client = OpenAI(
4 api_key="YOUR_API_KEY",
5 base_url="https://api-gateway.merge.dev/v1/openai",
6)1response = client.chat.completions.create(
2 model="gpt-5.2",
3 messages=[
4 {"role": "system", "content": "You are a helpful programming tutor. Explain the concepts clearly with practical examples."},
5 {"role": "user", "content": "Explain the concept of recursion in programming with a simple set of examples."},
6 ],
7)
8
9print(response.choices[0].message.content)1npm install merge-gateway-ai-sdk-provider ai1import { createMergeGateway } from "merge-gateway-ai-sdk-provider";
2
3const gateway = createMergeGateway({
4 apiKey: "YOUR_API_KEY",
5});1import { generateText } from "ai";
2
3const { text } = await generateText({
4 model: gateway("openai/gpt-4o"),
5 prompt: "Explain the concept of recursion in programming with a simple set of examples.",
6});
7
8console.log(text);1import { createOpenAI } from "@ai-sdk/openai";
2
3const gateway = createOpenAI({
4 apiKey: "YOUR_API_KEY",
5 baseURL: "https://api-gateway.merge.dev/v1/ai-sdk",
6});
7
8// All generateText/streamText calls work unchanged1from anthropic import Anthropic
2
3client = Anthropic(
4 api_key="YOUR_API_KEY",
5 base_url="https://api-gateway.merge.dev/v1/anthropic",
6)
7
8message = client.messages.create(
9 model="claude-sonnet-4-20250514",
10 max_tokens=1024,
11 messages=[
12 {"role": "user", "content": "Explain the concept of recursion in programming with a simple set of examples."},
13 ],
14)
15
16print(message.content[0].text)Qwen3.5 Plus is one API tier in Alibaba's Qwen lineup, which spans lightweight flash models, large-scale open-weight reasoning models, coding specialists, and multimodal offerings. Here are some other models Alibaba supports:
Qwen3.5 Plus is the larger of the two Qwen3.5 API tiers, running on the underlying Qwen3.5 397B A17B open-weight MoE model, and is positioned as the high-capability option in the Qwen3.5 generation before the proprietary Qwen3.6 and Qwen3.7 tiers.
Qwen3.5 Plus is the right choice when teams need a reasoning-capable model with strong benchmark performance and open-weight transparency at a cost tier well below the Qwen3.6 and Qwen3.7 proprietary flagships. It's worth noting that "Plus" is the API product name and the underlying weights are Qwen3.5 397B A17B, which can be self-hosted under Apache 2.0.
No single model is optimal for every task. Here are models worth pairing with Qwen3.5 Plus depending on what your product needs:
Like any production LLM, Qwen3.5 Plus comes with tradeoffs worth planning for:
Using Qwen3.5 Plus through Merge Gateway gives you access to the model itself and the infrastructure layer around it:
Getting Qwen3.5 Plus running through Merge Gateway takes a few minutes:
1. Create an account and get your API key from the dashboard.
2. Install the Merge Gateway SDK: run pip install merge-gateway-sdk (Python) or npm install merge-gateway-sdk (Node). Alternatively, if you're already using the OpenAI SDK, set base_url = "https://api-gateway.merge.dev/v1/openai" and your existing code works as-is.
3. Make your first request using the provider/model format. For Qwen3.5 Plus, the model string is alibaba/qwen3.5-plus. Swap the model string to route to any other provider without changing anything else.
4. Configure a routing policy in the dashboard to set failover behavior, cost limits, and optimization strategy. Your first policy can be as simple as naming Qwen3.5 Plus as primary with one fallback.
Full setup instructions and SDK references are in the Merge Gateway docs.
Route, observe, and control AI requests across providers from one API.
