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Switching Between Claude and GPT on Your Deployed OpenClaw Agent

One-click model switching on RunTheAgent. Use Claude for complex reasoning, GPT for fast execution. Your 24/7 OpenClaw agent supports both — switch anytime without redeploying.

One Agent, Multiple AI Brains

OpenClaw (previously known as MoltBot and ClawdBot) deployed on RunTheAgent supports multiple AI models — Claude from Anthropic and GPT from OpenAI. You're not locked into one provider. Switch models from the RunTheAgent dashboard with one click, and your 24/7 agent immediately starts using the new model for all tasks including browser automation.

This flexibility exists because RunTheAgent uses a BYOK (Bring Your Own Key) model. You bring API keys from both providers, and your deployed OpenClaw instance uses whichever model you select. Switch at any time — no redeployment, no configuration changes, no downtime.

This matters because Claude and GPT have different strengths. Using the right model for the right task improves results and can reduce API costs. Your 24/7 agent on RunTheAgent becomes more effective when you match models to workloads.

Claude vs GPT: When to Use Which

Claude (Anthropic)

  • Stronger at complex reasoning and analysis
  • Better for nuanced research tasks
  • Excels at long-form content creation
  • More careful with sensitive topics
  • Longer context windows for big tasks
  • Better at following complex instructions

GPT (OpenAI)

  • Faster response times for simple tasks
  • Strong at structured data extraction
  • Good for code generation and technical tasks
  • Well-suited for quick browser automation checks
  • Broad general knowledge
  • Consistent performance on routine tasks

How Model Switching Works on RunTheAgent

Switching models on your deployed OpenClaw instance is a one-click operation:

1. Open the RunTheAgent dashboard. 2. Navigate to your OpenClaw instance settings. 3. Select your preferred model (Claude or GPT variant). 4. Click save.

Your 24/7 agent immediately starts using the new model. Browser automation tasks, research, monitoring, email triage — everything uses the selected model. No redeployment. No downtime. No SSH or Docker commands.

You can switch models as often as you want. Use Claude for a deep research task in the morning, switch to GPT for fast monitoring checks in the afternoon, and back to Claude for overnight analysis. The flexibility is built into RunTheAgent hosting.

Model Switching in Practice

The Strategic Switcher

Elena uses Claude for OpenClaw's overnight research — competitive analysis, market research, long-form report compilation via browser automation across 10+ sites. Claude's strong reasoning produces better synthesis of complex data. During the day, she switches to GPT for quick tasks: price checks, screenshot captures, form filling. GPT responds faster for simple browser automation tasks. One agent, two brains, optimized for every situation.

The Cost Optimizer

Dev runs a lean startup and watches every dollar. He uses GPT for OpenClaw's daily monitoring tasks — quick browser automation checks that don't need deep reasoning. For his weekly strategic research sessions, he switches to Claude for 24 hours to get better analysis quality. By matching models to task complexity, Dev reduces his BYOK API costs by roughly 30% while getting better results on complex tasks.

BYOK: Full Control Over Your AI Providers

RunTheAgent' BYOK model gives you complete control over AI provider relationships:

Bring API keys from both Anthropic (Claude) and OpenAI (GPT). Use your own accounts with your own billing. You see exactly what you're charged by each provider. Switch between providers based on pricing changes or model updates. When new models are released (Claude 4, GPT-5, etc.), add your new API key and switch instantly.

Your API keys are encrypted at rest on RunTheAgent. They're never exposed or shared. Because RunTheAgent doesn't proxy your AI requests through a shared account, you get direct access to the latest models at your provider's pricing.

At $32.50/month for RunTheAgent managed hosting, plus your BYOK API usage, you have a flexible 24/7 agent that adapts to the rapidly evolving AI landscape.

Tips for Effective Model Selection

Match Complexity to Model

Simple browser automation tasks (price checks, screenshot captures) work well with faster, cheaper models. Complex research, analysis, and multi-step reasoning benefit from more capable models like Claude.

Test Both Models on Your Key Tasks

Run your most common tasks on both Claude and GPT. Compare quality, speed, and cost. Some tasks work equally well on either — choose the cheaper option for those.

Use Scheduling to Your Advantage

Run complex overnight research on Claude (where speed doesn't matter but quality does). Switch to GPT during the day for fast, responsive interactions on simple browser automation tasks.

Monitor API Costs Per Model

Check your Anthropic and OpenAI dashboards to understand cost per model. RunTheAgent makes switching free — only your provider API costs change. Optimize based on actual spending data.

Future-Proof Your Agent Setup

The AI model landscape evolves rapidly. New models from Anthropic, OpenAI, and other providers are released regularly. RunTheAgent' BYOK approach ensures your deployed OpenClaw agent stays current:

When Anthropic releases a new Claude model, add your updated API key and switch. When OpenAI launches GPT-5, update your key and activate it. As new providers emerge, RunTheAgent adds support — your agent gains new options without redeployment.

This future-proofing is a core advantage of deploying on RunTheAgent vs self-hosting. On a self-hosted VPS, updating model support requires code changes, Docker rebuilds, and redeployment. On RunTheAgent, it's one click.

Your 24/7 agent with browser automation stays on the cutting edge — not because you manage infrastructure, but because RunTheAgent does it for you.

Frequently Asked Questions

Related Pages

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