	GPT-4o	Claude 2.1
Provider The entity that provides this model.	OpenAI	Anthropic
Input Context Window The number of tokens supported by the input context window.	128K tokens	200K tokens
Maximum Output Tokens The number of tokens that can be generated by the model in a single request.	2,048 tokens	Not specified.
Release Date When the model was first released.	May 13th, 2024 7 months ago 2024-05-13	November 23rd, 2023 about 1 year ago 2023-11-23
Knowledge Cutoff Limit on the knowledge base used by the model.	October 2023 October 2023	Early 2023 Early 2023
Open Source	No	No
API Providers The providers that offer this model. (This is not an exhaustive list.)	OpenAI	Anthropic, AWS Bedrock, Google Cloud Vertex AI Model Garden

	GPT-4o	Claude 2.1
Input Cost of input data provided to the model.	$5.00 per million tokens	$8.00 per million tokens
Output Cost of output tokens generated by the model.	$15.00 per million tokens	$24.00 per million tokens

	GPT-4o	Claude 2.1
MMLU Evaluating LLM knowledge acquisition in zero-shot and few-shot settings.	88.7 (5-shot) Source	Benchmark not available.
MMMU A wide ranging multi-discipline and multimodal benchmark.	69.1 Source	Benchmark not available.
HellaSwag A challenging sentence completion benchmark.	Benchmark not available.	Benchmark not available.
GSM8K Grade-school math problems benchmark.	Benchmark not available.	Benchmark not available.
HumanEval A benchmark to measure functional correctness for synthesizing programs from docstrings.	Benchmark not available.	Benchmark not available.
MATH Benchmark performance on Math problems ranging across 5 levels of difficulty and 7 sub-disciplines.	76.6 (0-shot) Source	Benchmark not available.