Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

OpenAI

GPT-4

OpenAI

GPT-4 is a multimodal language model developed by OpenAI. It achieves strong performance with an average score of 77.7% across 12 benchmarks. It excels particularly in AI2 Reasoning Challenge (ARC) (96.3%), HellaSwag (95.3%), Uniform Bar Exam (90.0%). The model shows particular specialization in reasoning tasks with an average performance of 93.0%. The model is available through 2 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly.

OpenAI

o1-preview

OpenAI

o1-preview is a language model developed by OpenAI. It achieves strong performance with an average score of 64.8% across 8 benchmarks. It excels particularly in MGSM (90.8%), MMLU (90.8%), MATH (85.5%). The model shows particular specialization in math tasks with an average performance of 88.1%. It supports a 161K token context window for handling large documents. The model is available through 2 API providers. Released in 2024, it represents OpenAI's latest advancement in AI technology.

OpenAI

GPT-4

OpenAI

2023-06-13

OpenAI

o1-preview

OpenAI

2024-09-12

1 year newer

Pricing Comparison

Cost per million tokens (USD)

OpenAI

GPT-4

Input:$30.00
Output:$60.00
OpenAI

o1-preview

$15.00 cheaper
Input:$15.00
Output:$60.00

Performance Metrics

Context window and performance specifications

OpenAI

GPT-4

Max Context:65.5K
OpenAI

o1-preview

Larger context
Max Context:160.8K

Average performance across 4 common benchmarks

OpenAI

GPT-4

Average Score:59.6%
OpenAI

o1-preview

+25.5%
Average Score:85.1%

Performance comparison across key benchmark categories

OpenAI

GPT-4

math
68.5%
general
+18.2%
76.2%
OpenAI

o1-preview

math
+19.6%
88.1%
general
58.0%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

GPT-4

2022-12-31

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

OpenAI

GPT-4

2 providers

Azure

Throughput: 104 tok/s
Latency: 0.3ms

OpenAI

Throughput: 100 tok/s
Latency: 0.5ms
OpenAI

o1-preview

2 providers

Azure

Throughput: 16 tok/s
Latency: 0.54ms

OpenAI

Throughput: 66 tok/s
Latency: 16.2ms
OpenAI

GPT-4

Avg Score:59.6%
Providers:2
OpenAI

o1-preview

+25.5%
Avg Score:85.1%
Providers:2