Key Differences
| Feature | Anthropic Direct | Inworld Router |
|---|---|---|
| Base URL | https://api.anthropic.com | https://api.inworld.ai |
| Auth | Anthropic API key | Inworld API Key (Authorization: Bearer) |
| Model Names | claude-opus-4-6 | anthropic/claude-opus-4-6 or auto |
| Routing | Single provider | Multi-provider with failover, cost optimization |
| Observability | Anthropic Console | Inworld Portal (unified across all providers) |
Migration Steps
1. Update Base URL and API Key
Python:2. Update Model Names
Add theanthropic/ prefix to model names:
claude-opus-4-6→anthropic/claude-opus-4-6claude-opus-4-20250514→anthropic/claude-opus-4-20250514claude-3-5-haiku-20241022→anthropic/claude-3-5-haiku-20241022
3. Enable Intelligent Routing (Optional)
Instead of hardcoding a model, use Inworld Router’s intelligent routing:What Stays the Same
- Message format:
messagesarray withroleandcontent— identical. - Streaming:
stream=Trueworks the same way with Anthropic SSE events (message_start,content_block_delta, etc.). - System messages: Top-level
systemparameter works identically. - Tool use: Tool definitions,
tool_usecontent blocks, andtool_resultmessages work identically. max_tokens: Required parameter, same behavior.temperature,top_p: Same behavior.- Multi-turn conversations: Same format, context is preserved correctly.
What You Gain
- Multi-Provider Failover: If Anthropic is down or rate-limited, Inworld Router automatically retries on OpenAI, Google, or other providers — and still returns the response in the Anthropic format.
- Cost Optimization: Route simple queries to cheaper models, reserve Claude for complex tasks.
- Cross-Provider Access: Use
openai/gpt-5orgoogle-ai-studio/gemini-2.5-flashthrough the same Anthropic SDK — Inworld Router translates the request and returns an Anthropic-format response. - Unified Observability: See all your LLM requests — across Anthropic, OpenAI, Google — in one dashboard.
- Custom Routing: Build routers with conditional logic, A/B testing, and weighted variants.