Prompt Octopus

Prompt Octopus
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Prompt Octopus is a powerful tool designed for engineers who want to evaluate and compare responses from a wide range of LLMs (Language Learning Models) right within their codebase. By highlighting prompts and selecting various models, users can compare responses side by side. The tool supports many models, including OpenAI, Anthropic, DeepSeek, Mistral, and Grok. Users can save their prompt and model preferences and use their API keys for free, unlimited usage. Additionally, Prompt Octopus offers a free trial for the first 10 comparisons and provides an optional upgrade plan for $10 per month for access to Prompt Octopus Servers. The tool is loved by engineers from companies like Monsters Inc, Stuxnet, Web3 and Sons, Microsoft Teams, Blockchain Disruption Innovation Co.

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Key Features

LLM Comparison
VSCode Extension
Codebase Integration
API Key Usage
Response Evaluation

Pros

  • Allows comparison of over 40 LLMs
  • Integrates with VSCode for ease of use
  • Supports free, unlimited usage with personal API keys
  • Offers a side-by-side model response comparison
  • Trial available for first 10 comparisons

Cons

  • Upgrade required for extensive usage
  • Primarily targets engineers with VSCode knowledge
  • Limited functionality without correct model selection
  • Requires entering and managing own API keys
  • Initial setup needed for integration

Frequently Asked Questions

What is the main purpose of Prompt Octopus?

Prompt Octopus allows engineers to evaluate and compare responses from over 40 different LLMs directly in their codebase.

How does Prompt Octopus integrate with a user's workflow?

Prompt Octopus integrates with VSCode to allow users to highlight prompts, select models, and compare their responses side by side.

What types of models are supported by Prompt Octopus?

Prompt Octopus supports a wide range of models including OpenAI, Anthropic, DeepSeek, Mistral, and Grok among others.

Are there any costs associated with using Prompt Octopus?

Prompt Octopus offers a free trial for the first 10 comparisons. After that, users can upgrade for $10/mo to access Prompt Octopus Servers.

What companies use Prompt Octopus?

Prompt Octopus is used by engineers at companies such as Monsters Inc, Stuxnet, Web3 and Sons, Microsoft Teams, and Blockchain Disruption Innovation Co.

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