Last week, Claude.ai was updated and released to the world. It's the first real competitor to GPT-4 to date. I'm sure that will change 😉as this AI world continues to evolve! After doing a lot of testing and research...here are my thoughts:
SPEED
- Claude 2 appears to be faster than GPT-4 in generating responses based on early user testing. Its architecture may be optimized for speed.
PRICING
- Claude 2 is significantly cheaper to use than GPT-4, with prompt tokens costing $0.011 per 1 million vs. $60 per 1 million for GPT-4. This makes Claude 2 the clear winner on pricing.
SECURITY
- Both models have undergone security reviews, but GPT-4 may have a slight edge as OpenAI has more resources to audit for vulnerabilities. However, this is difficult to definitively compare.
ACCURACY OF RESPONSE
- For certain tasks like legal writing and math problems, Claude 2 matches or exceeds GPT-4. But GPT-4 still appears stronger for general natural language processing accuracy.
FEATURES
- GPT-4 has more features like image processing and multimodal inputs. Claude 2 does not currently have these capabilities.
COMEDY
- Neither model appears specifically optimized for humor generation BUT based on my testing, I think Claude 2 has a better sense of humor.
DATA HANDLING - THIS IS A BIGGEE!
- Claude 2 can handle significantly larger context at 100,000 tokens versus 8,192 for GPT-4. This allows it to process more data at once.
AVAILABILITY
- GPT-4 access is limited to paying customers, while Claude 2 is publicly available. Claude 2 wins for availability. BUT, Claude 2 is only available in US and UK as of now.
CONSTITUTIONAL AI
- Claude 2 was built with Constitutional AI for improved ethics. GPT-4 does not have this.
MATHMATICAL CALCULATIONS
- In tests, Claude 2 matched or exceeded GPT-4 on math assessments. It appears stronger for mathematical reasoning.
FACTUALY ACCURACY
- Neither model has high factual accuracy without being prompted to focus on truthfulness. GPT-4 may be slightly better.
CODE COMPREHENSION/GENERATION
- Claude 2 scores very high on code generation tests, much higher than GPT-4. It is superior for coding applications.
In summary, Claude 2 shines for specific applications like legal, mathematical, and coding tasks, while being much more affordable. GPT-4 still beats it for general conversational ability and open domain question answering. However, Claude 2's focus on safety, low cost, and large context handling make it a formidable challenger to GPT-4's capabilities.