eWEEK content material and product suggestions are editorially unbiased. We could generate income once you click on on hyperlinks to our companions. Learn More.
Prompt engineering instruments have gotten more and more necessary as extra customers search for methods to enhance how they work together with AI fashions. These instruments aid you craft, refine, and optimize prompts to coax higher responses from AI techniques. With a rising variety of prompting instruments out there, understanding which stand out by way of performance, supported AI fashions, and pricing choices can assist you determine the most effective device in your personal explicit wants. I evaluated probably the most generally used platforms to see how they in contrast. Here are my picks for the six finest immediate engineering instruments for 2024:
Featured Partners: AI Software
Best Prompt Engineering Tools Comparison
The desk under summarizes the important thing particulars of the immediate engineering instruments on my listing and presents a transparent snapshot of every device’s choices, their general rankings, supported AI fashions, output sorts, and beginning costs.
| Prompt Engineering Tool | Overall Rating | Supported AI Models | Supported Output Types | Starting Price |
|---|---|---|---|---|
| PromptLayer | 4.6/5 | • Anthropic • Anthropic Bedrock • Azure OpenAI • Cohere • Cloudflare • Gemini • Hugging Face • Mistral • OpenAI GPT |
Text solely | $50 per person, monthly |
| Helicone | 4.4/5 | • Anthropic • Azure OpenAI • OpenAI GPT |
Text solely | $20 per person, monthly |
| PromptGood | 4.3/5 | • Anthropic • Baidu ERNIE 4 • ChatGLM Turbo • Cohere • Hugging Face • Meta • Midjourney • Mistral • OpenAI DALL-E • OpenAI GPT • Stable Diffusion |
Text and Image | $19.99 monthly, with 500 every day requests |
| OpenAI Playground | 4.1/5 | • OpenAI GPT | Text solely | Starts at $0.150 per a million enter tokens for gpt-4o-mini |
| LangChain | 4.1/5 | • Amazon Bedrock • Anthropic • Azure OpenAI • Fireworks • Gemini • Groq • Mistral • OpenAI GPT • Vertex |
Text solely | $39 per person, monthly |
| Promptmetheus | 4/5 | • AI21 Labs • Anthropic • Cohere • Deep Infra • Gemini • Groq • Mistral • OpenAI GPT • Perplexity |
Text solely | $29 per person, monthly |
PromptLayer
Best Overall
Overall Rating: 4.6/5
- Core Features: 4.5/5
- Cost: 4.7/5
- Model Compatibility and Multi-Modal Support: 4.2/5
- Customer Support: 5/5
- Ease of Use: 5/5
PromptLayer is my finest general immediate engineering device due to highly effective built-in options that improve immediate administration, testing, and deployment for giant language fashions (LLMs). Some of PromptLayer’s strongest options embrace immediate versioning, which simplifies iterations and immediate comparisons, and superior logging to tracks API requests and metadata for thorough immediate efficiency evaluation.
Aside from its strong capabilities, the device has aggressive pricing, wonderful buyer help, user-friendly interface, and compatibility with numerous synthetic intelligence (AI) fashions. Its visible dashboard streamlines collaboration and allows understanding, even for non-technical crew members. Despite what PromptLayer gives, it’s price noting that it largely focuses on prompts for textual content technology instruments, limiting its utility if you might want to craft prompts for AI picture technology options. Consider PromptGood for creating well-structured prompts for AI picture turbines.
Product Design
PromptLayer options an intuitive, well-organized interface that shows a wealth of choices for monitoring totally different elements of immediate engineering. It has tabs for analysis, analytics, and a Playground, permitting you to trace metrics and efficiency indicators effectively. But the most effective factor about PromptLayer’s interface is that it enables you to conceal sure sections and components so you’ll be able to give attention to probably the most related…
