Migrate from xAI Grok Console to Railwail
Migration Guides

Migrate from xAI Grok Console to Railwail

Switch from xAI Grok Console to Railwail. Grok 2, Grok 3, Grok Vision via the OpenAI-compatible API. EU hosting, EUR billing, 275+ models on one key.

Railwail Teamยท Developer Relations7 min readMay 16, 2026

TL;DR โ€” Switch in Under 5 Minutes

  • xAI's API is already OpenAI-compatible โ€” change baseURL only
  • Grok 2, Grok 3, Grok 3 Mini, Grok Vision all available on Railwail
  • EU-hosted, EUR billing
  • Plus access to Claude, GPT-4o, Gemini, Llama through the same key
  • Same streaming, tool calling, vision behaviour

Why Move Off xAI Grok Console?

xAI's Grok models are competitive on reasoning and have unique X/Twitter integration. The constraints: US-only routing, USD billing, narrow catalog (Grok only), and no closed-source alternatives in the same account. Railwail mirrors Grok via the OpenAI-compatible schema and adds the rest of the market.

Step 1 โ€” Get a Railwail API Key

Sign up at railwail.com and generate a key.

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GPT-4o, Claude, Gemini, Llama, Flux, DALL-E and more โ€” all through a single, OpenAI-compatible endpoint. No more juggling multiple providers.

Step 2 โ€” Change Base URL

TypeScript / JavaScript

Before (xAI):

import OpenAI from "openai";

const xai = new OpenAI({
  apiKey: process.env.XAI_API_KEY,
  baseURL: "https://api.x.ai/v1",
});

const res = await xai.chat.completions.create({
  model: "grok-3",
  messages: [{ role: "user", content: "Hello" }],
});
After (Railwail):
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.RAILWAIL_API_KEY,
  baseURL: "https://api.railwail.com/v1",
});

const res = await client.chat.completions.create({
  model: "grok-3",
  messages: [{ role: "user", content: "Hello" }],
});

Python

from openai import OpenAI

client = OpenAI(
    api_key=os.environ["RAILWAIL_API_KEY"],
    base_url="https://api.railwail.com/v1",
)

resp = client.chat.completions.create(
    model="grok-3",
    messages=[{"role": "user", "content": "Hello"}],
)
print(resp.choices[0].message.content)

cURL

curl https://api.railwail.com/v1/chat/completions \
  -H "Authorization: Bearer $RAILWAIL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "grok-3",
    "messages": [{"role": "user", "content": "Hello"}]
  }'

API Endpoint Mapping

xAI endpoint โ†’ Railwail equivalent

xAI ConsoleRailwailNotes
POST /v1/chat/completionsPOST /v1/chat/completionsIdentical
POST /v1/completions (legacy)POST /v1/completionsLegacy
POST /v1/images/generations (Grok image)POST /v1/images/generationsGrok-Image
GET /v1/modelsGET /v1/models275+ models

Model Mapping

xAI model โ†’ Railwail

xAI ConsoleRailwailNotes
grok-2grok-2Same
grok-2-visiongrok-2-visionVision
grok-2-minigrok-2-miniSmaller
grok-3grok-3Frontier
grok-3-minigrok-3-miniSmaller frontier
grok-3-fastgrok-3-fastLatency-optimised
grok-3-mini-fastgrok-3-mini-fastCheapest
grok-3-visiongrok-3-visionFrontier vision
grok-image-1grok-image-1Image generation

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Pricing Comparison (per 1M tokens, May 2026)

Same Grok model, Railwail in EUR

ModelxAI direct (USD)Railwail (EUR)Notes
grok-3 input$3.00EUR 2.76Identical
grok-3 output$15.00EUR 13.80Identical
grok-3-mini input$0.30EUR 0.28Identical
grok-3-mini output$0.50EUR 0.46Identical
grok-3-fast input$5.00EUR 4.60Identical
grok-3-fast output$25.00EUR 23.00Identical
grok-2-vision input$2.00EUR 1.84Identical

Why Railwail Over xAI Console

  • EU hosting and EUR billing
  • Same OpenAI-compatible API โ€” no SDK to change
  • Adds Claude, GPT-4o, Gemini, Llama, DeepSeek
  • Built-in playground for A/B testing Grok vs alternatives
  • Per-key rate limits and spend caps
  • Unified VAT invoice

FAQ

Does Grok's live X/Twitter search work?

The live X-data retrieval mode is xAI-internal and not exposed via Railwail. For grounded responses, use Perplexity Sonar models on Railwail (perplexity-sonar-pro) for general web search grounding.

What about Grok's reasoning_effort parameter?

reasoning_effort (low / high) is forwarded to grok-3 models. Higher effort spends more tokens internally but produces better reasoning.

Is vision (image input) supported?

Yes. Pass content as an array with text and image_url blocks (OpenAI vision schema) to grok-2-vision or grok-3-vision.

Does Grok-Image (image generation) work?

Yes. POST /v1/images/generations with model=grok-image-1 returns generated images.

What about tool calling?

Standard OpenAI tools array works on Grok 3. tool_choice (auto / none / specific) is supported.

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Next Steps

  • Sign up at railwail.com
  • Generate an API key
  • Update baseURL to https://api.railwail.com/v1
  • Keep model strings unchanged
  • Read the reference at railwail.com/docs
  • Compare pricing at railwail.com/pricing

Railwail Team

Developer Relations

The Railwail team writes integration guides for developers migrating from single-provider AI APIs to a unified multi-model platform.

Tags:
xAI
Grok
Migration
Vision
Reasoning