Compare AI Models Side by Side with BYOK Multi Studio
Compare AI models side by side using your own OpenAI, Gemini, and Claude API keys. Evaluate text, image, and video outputs. Start your free trial today.
About AI Multi Studio (BYOK)
AI Multi Studio lets you connect your OpenAI, Gemini, and Claude API keys in one unified workspace. Instead of toggling between disparate dashboards, submit prompts across multiple foundational models simultaneously to evaluate their responses side by side.
Built for developers, prompt engineers, and production teams, this cloud application helps you benchmark output quality, latency, and response styles. Your session data and custom parameters remain saved to your account, giving you an organized environment to make informed decisions about your model stack.
Key features
- Bring your own OpenAI, Gemini, and Claude API keys
- Side-by-side prompt execution and real-time response evaluation
- Multi-modal workspace supporting text, image, and video generation
- Cloud-saved chat sessions and prompt revision tracking
- Granular controls for temperature, max tokens, and system instructions
- Encrypted credential storage ensuring your keys remain private
How to use AI Multi Studio (BYOK)
- Sign in to your Doffl account to start your free trial.
- Navigate to settings and input your OpenAI, Gemini, or Claude API keys.
- Select two or more models you want to benchmark simultaneously.
- Enter your prompt and configure parameter settings like temperature.
- Run the request to compare generated responses side by side in real time.
Who is it for?
- Prompt engineers benchmarking variations across different model versions
- Software engineers validating model consistency prior to API integration
- Content teams assessing creative quality between Anthropic, Google, and OpenAI
- Technical leads looking to optimize third-party API spend using direct BYOK billing
Frequently asked questions
What does BYOK mean in AI Multi Studio?
BYOK stands for Bring Your Own Key. You provide your direct API keys from providers like OpenAI, Anthropic, and Google, ensuring you pay vendor costs directly with no per-token platform markups.
Are my API keys stored securely?
Yes. All API credentials are encrypted at rest and during transit. Keys are only used by the server to route prompt requests directly to the respective model providers on your behalf.
Is AI Multi Studio completely free?
No, AI Multi Studio is a paid subscription tool that includes a free trial. In addition to a Doffl subscription, you need active API accounts with available credits from OpenAI, Google, or Anthropic.
Can I compare image and video generation models?
Yes. AI Multi Studio supports text, image, and video endpoints offered by your connected API accounts, allowing direct multimodal comparisons in a single screen.
Are my past comparisons saved automatically?
Yes. Because this is cloud-based software tied to your account, your prompt history, comparison tables, and workspace settings are automatically preserved across sessions.