TL;DR โ Switch in Under 5 Minutes
- DeepSeek's API is OpenAI-compatible
- Plus access to Claude, GPT-4o, Gemini through the same key
Efficiency-optimized variant of DeepSeek V4. 284B MoE / 13B active, 1M context, ultra-low pricing for high-throughput workloads.
Models in this article
Why Move Off DeepSeek Direct?
DeepSeek's frontier-quality models (V3, R1) at low prices are compelling. The trade-off many EU teams encounter: the deepseek.com direct API routes requests through China, which can be a regulatory or compliance blocker.
Step 1 โ Get a Railwail API Key
Sign up at railwail.com and generate a key.
Step 2 โ Change Base URL
Before (DeepSeek direct):
import OpenAI from "openai";
const ds = new OpenAI({
apiKey: process.env.DEEPSEEK_API_KEY,
baseURL: "https://api.deepseek.com/v1",
});
const res = await ds.chat.completions.create({
model: "deepseek-chat",
messages: [{ role: "user", content: "Hello" }],
});After (Railwail):
import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.RAILWAIL_API_KEY,
baseURL: "https://railwail.com/api/v1",
});
const res = await client.chat.completions.create({
model: "deepseek-v4-flash",
messages: [{ role: "user", content: "Hello" }],
});from openai import OpenAI
client = OpenAI(
api_key=os.environ["RAILWAIL_API_KEY"],
base_url="https://railwail.com/api/v1",
)
resp = client.chat.completions.create(
model="deepseek-v4-pro",
messages=[{"role": "user", "content": "Prove that the square root of 2 is irrational."}],
)
print(resp.choices[0].message.reasoning_content) # chain-of-thought
print(resp.choices[0].message.content) # final answercurl https://railwail.com/api/v1/chat/completions \
-H "Authorization: Bearer $RAILWAIL_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "deepseek-v4-flash",
"messages": [{"role": "user", "content": "Hello"}]
}'API Endpoint Mapping
Model Mapping
Why Railwail Over DeepSeek Direct
- Same OpenAI-compatible API
- Adds Claude, GPT-4o, Gemini for the rest of your stack
- Per-key rate limits and spend caps
FAQ
Is my data really not sent to China?
No. Railwail sends DeepSeek requests to DeepSeek's own API; the models run at the provider.
Do I get the same model quality?
Yes. Output distribution is identical at matched sampling params.
Is reasoning_content returned?
Yes. The chain-of-thought reasoning is available in choices[0].message.reasoning_content. The final answer is in choices[0].message.content.
Next Steps
- Sign up at railwail.com
- Generate an API key
- Update baseURL to https://railwail.com/api/v1
- Switch model IDs (deepseek-chat โ deepseek-v4-flash, deepseek-reasoner โ deepseek-v4-pro)
- Read the reference at railwail.com/docs
- Compare pricing at railwail.com/pricing
Models in this article
Live prices from Railwail's current rules, October 7, 2026.
- DeepSeek V4 FlashDeepSeek$0.36 / 1M input tokens$1.44/1M out1K in + 500 out tokens: โ $0.0011Try
- DeepSeek V4 ProDeepSeek$1.584 / 1M input tokens$4.752/1M out1K in + 500 out tokens: โ $0.0040Try
- GPT-4oOpenAI$3.00 / 1M input tokens$12.00/1M out1K in + 500 out tokens: โ $0.0090Try
โ billed by actual tokens or GPU time
Next step
Try DeepSeek V4 Flash on Railwail
Sign in with Google for 10 free credits (usable 24 hours after sign-up, runs up to 2 credits), or top up from $5.00. Unused balance does not expire.