Why Use BazaarLink for DeepSeek? Direct vs Routed
DeepSeek V4 Pro, V4 Flash and R1: which to pick? Call it direct or via BazaarLink, with a free variant, auto failover and TWD invoices for Taiwan teams.
In brief
- DeepSeek is currently one of the most aggressive model families in terms of "unit cost × capability". V4 Flash brings the cost of everyday tasks such as customer service and summarization down to the level of a few hundred NT dollars per month.
- BazaarLink carries the full DeepSeek lineup: V4 Pro (strong reasoning), V4 Flash (fast main model), R1 (thinking model), and the $0 V4 Flash free variant.
- One API key calls DeepSeek, GPT, Claude and Gemini. It is OpenAI-compatible, so you only change the base URL in your code.
- When an upstream provider misbehaves, automatic failover and circuit breaking take over, and your code sees the same endpoint and the same model ID.
- The most practical part for Taiwan companies: a TWD budget view and unified invoices (personal or company tax ID), so you do not have to handle overseas payments and currency conversion for expense claims.
- To be honest: if your traffic is stable, you only use DeepSeek, and you do not need expense claims, calling the official API directly is simpler. The last section of this article explains how to decide.
How to choose within the DeepSeek model family
DeepSeek is a series of open-weight mixture-of-experts (MoE) models with strong reasoning and tool-use ability. Its output prices are close to its input prices, so output-heavy tasks (writing, code generation) are structurally a particularly good deal.
| Model | Positioning | Input / Output (USD per MTok) | When to use |
|---|---|---|---|
| deepseek-v4-pro | Flagship reasoning | $2.40 / $4.80 | Complex reasoning, coding, agent workflows |
| deepseek-v4-flash | Fast main model | $0.20 / $0.40 | Customer service, summarization, translation, batch processing |
| deepseek-v4.1-flash | Image-input version | $0.30 / $1.20 | When you need to see images, or stronger reasoning |
| deepseek-r1 | Thinking model | $0.70 / $2.50 | Multi-step reasoning, math, when you need to see the thinking process |
| deepseek-v4-flash:free | Free variant | $0 / $0 | Development testing, prompt tuning, low-traffic tools |
The rule is simple: start with V4 Flash, move up to V4 Pro if quality is not enough. Use R1 when you need an explicit chain of thought. In the development stage, use the :free variant directly, and switch to the paid version after passing acceptance. For the full TWD estimate, see DeepSeek API TWD cost estimate 2026.
One endpoint, three interfaces
BazaarLink is more than "OpenAI-compatible" in one sentence. The same key supports three mainstream calling styles, so most of your existing code needs little or no rewriting:
| Interface | Endpoint | Best for |
|---|---|---|
| Chat Completions | POST /api/v1/chat/completions | Most applications, LangChain, various frameworks |
| Messages (Anthropic style) | POST /api/v1/messages | Code migrated from the Claude SDK |
| Responses API | POST /api/v1/responses | Applications using OpenAI's newer Responses interface |
The model ID is a string such as deepseek-v4-flash. Want to switch from DeepSeek to GPT or Claude to compare quality? Change one string and leave everything else alone.
Stability: failover and circuit breaking work in the background
Any single upstream fluctuates: peak-hour congestion, transient 5xx errors, regional outages. The BazaarLink forwarding layer has built in:
- Automatic failover: when the upstream returns a retryable error, the request automatically moves to a backup path, and your code only sees a successful response.
- Circuit breaker: a path with continuous errors is temporarily isolated, traffic is routed around it automatically, and it is gradually brought back after recovery.
- The same model ID stays unchanged: switching happens inside the platform, so you do not need to write fallback logic in your code.
For agent-style workloads where one task chains dozens of requests, a single failure in the middle can force the whole task to restart. Leaving retries and failover to the platform layer is much cleaner than wrapping try/retry around every call site yourself.
When to call DeepSeek directly and when to go through BazaarLink
An honest decision table:
| Your situation | Recommendation |
|---|---|
| Personal project, only DeepSeek, no expense claims | Call the official API directly. Fewer forwarding layers, simplest option |
| You need unified invoices or company tax ID for expense claims | BazaarLink. Overseas receipts are troublesome to claim in Taiwan |
| You use DeepSeek plus GPT, Claude or Gemini at the same time | BazaarLink: one key, one bill, one SDK |
| Agents or production services that cannot go down | BazaarLink: automatic failover and circuit breaking |
| You want to verify DeepSeek quality at zero cost first | BazaarLink: test directly with the :free variant |
| Extremely latency-sensitive, stable traffic on a single provider | Test both for a week and decide on the data |
Connect in 5 minutes
Using the official OpenAI SDK, change only two strings:
from openai import OpenAI
client = OpenAI(
base_url="https://bazaarlink.ai/api/v1",
api_key="sk-bl-...", # Create in the BazaarLink dashboard
)
resp = client.chat.completions.create(
model="deepseek-v4-flash", # or deepseek/deepseek-v4-flash:free for free testing
messages=[{"role": "user", "content": "Briefly explain Taiwan's unified invoice system in one sentence"}],
)
print(resp.choices[0].message.content)
TypeScript works the same way:
import OpenAI from "openai";
const client = new OpenAI({
baseURL: "https://bazaarlink.ai/api/v1",
apiKey: process.env.BAZAARLINK_API_KEY,
});
const resp = await client.chat.completions.create({
model: "deepseek-v4-flash",
messages: [{ role: "user", content: "Hello!" }],
});
Or use curl directly:
curl https://bazaarlink.ai/api/v1/chat/completions \
-H "Authorization: Bearer $BAZAARLINK_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model": "deepseek-v4-flash", "messages": [{"role": "user", "content": "hi"}]}'
Register for free (no credit card required), create an API key, paste it in, and it runs. Beyond DeepSeek, the same key can also call image, video, speech and embedding models. See One API key for all modalities.
FAQ
Can I use DeepSeek for free?
Yes. The deepseek/deepseek-v4-flash:free variant has $0 input and $0 output (with rate limits), which suits development, testing and low-traffic applications. Register a free BazaarLink account and you can call it directly, with no credit card required.
Do I need a Chinese mobile number or RMB payment to call DeepSeek through BazaarLink?
No. Registration works from Taiwan, billing is viewed in a TWD budget, unified invoices are available (personal or company tax ID), and payment goes through local channels you already know.
DeepSeek's official versions change quickly. Does my code have to keep up?
No. Model IDs stay stable on BazaarLink (for example deepseek-v4-flash). When a new version is listed, you only change one model string to switch, without touching your SDK or account settings.
Does R1's reasoning process count toward the bill?
Yes. R1 is a reasoning model, and its thinking process (reasoning) is counted as output tokens. In practice output length is often 2 to 4 times that of a regular model, so include this when budgeting. See the DeepSeek TWD cost estimate for details.
When should I call the DeepSeek official API directly?
If your traffic is stable, you only use DeepSeek, and you are comfortable handling overseas payments and expense claims yourself, going direct is a reasonable choice. BazaarLink's value lies in mixing multiple models, automatic failover and the Taiwan expense-claim process. If you do not need these, going direct is simpler.
How much code do I need to change to switch from the OpenAI SDK?
Only two strings: base_url and model. BazaarLink is an OpenAI-compatible endpoint, so the official openai Python and TypeScript SDKs work directly. It also supports Anthropic-style /v1/messages and the OpenAI Responses API.
TWD billing · Taiwan invoices · leading AI models · OpenAI-compatible API