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Prompt Octopus

Prompt Octopus

Model evaluation in codebase.

Prompt Octopus

About

Prompt Octopus offers a seamless solution for developers to evaluate large language models (LLMs) within their codebase. By integrating directly with VSCode, users can highlight prompts and select from over 40 models to compare responses side by side, thereby identifying the best model for specific tasks. The tool supports popular models such as OpenAI, Anthropic, DeepSeek, Mistral, and Grok among others, providing a comprehensive platform for model testing and evaluation. Users benefit from unlimited usage by bringing their own API keys, which are stored locally, ensuring privacy and security. The tool is especially popular among engineers and is used by notable companies such as Microsoft Teams and Monsters Inc. Prompt Octopus facilitates effortless comparison and model preference saving, and offers a free trial period for new users.

Competitive Advantage

Supports extensive model variety with seamless integration in popular code editor.

Use Cases

LLM testing
Model output comparison
Prompt management
API key integration

Pros

  • Supports 40+ models
  • Integrates with VSCode
  • Local API key storage
  • Compare responses side-by-side

Cons

  • Requires VSCode
  • Initial learning curve
  • Limited to text models
  • Paid subscription needed

Tags

LLM evaluationModel comparisonVSCode extensionAPI integrationOpenAI

Pricing

Freemium

Features and Benefits

VSCode Integration

Allows users to evaluate and compare models directly in their codebase.

4/5 uniqueness

Side-by-Side Model Comparison

Facilitates direct comparison of responses from different models.

4/5 uniqueness

Local API Key Storage

Ensures privacy and security by storing user API keys locally.

3/5 uniqueness

Wide Model Support

Supports over 40 models, including major names like OpenAI and Anthropic.

3/5 uniqueness

Integrations

VSCode

Target Audience

Software Engineers and Data Scientists

Frequently Asked Questions

A tool for evaluating large language models within a codebase using VSCode.

Supports over 40 different models.

Yes, API keys are stored locally for security.

Yes, free for the first 10 comparisons.

$10 per month to use Prompt Octopus Servers.

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