Author

Affiliation

Dr. Benjamin Soltoff

Cornell University
INFO 4940/5940 - Fall 2025

OpenAI

table_provider(c("openai", "openai_o1"))

Warning: The value for `scale_by` cannot be changed if `suffixing` is anything other than `FALSE`.
• The value provided to `scale_by` will be ignored.

Model	Speed	Intelligence	Context
GPT-4			8K
GPT-4 Turbo			127K
GPT-4.1			1M	Vision
GPT-4.1 mini			1M	Vision
GPT-4.1 nano			1M	Vision
GPT-4o			127K	Vision
GPT-4o mini			127K	Vision
GPT-5			400K	Vision
GPT-5 Reasoning			400K	Vision	Reasoning
GPT-5 mini			400K	Vision
GPT-5 nano			400K	Vision
o1			200K	Vision	Reasoning
o3			200K	Vision	Reasoning
o3-mini			200K		Reasoning
o4-mini			200K	Vision	Reasoning

Anthropic

table_provider("anthropic")

Warning: The value for `scale_by` cannot be changed if `suffixing` is anything other than `FALSE`.
• The value provided to `scale_by` will be ignored.

Model	Speed	Intelligence	Context
Claude 3.5 Haiku			200K	Vision
Claude 3.5 Sonnet			200K	Vision
Claude 3.7 Sonnet			200K	Vision
Claude 3.7 Sonnet (Reasoning)			200K	Vision	Reasoning
Claude 4 Opus			200K	Vision
Claude 4 Opus (Reasoning)			200K	Vision	Reasoning
Claude 4 Sonnet			200K	Vision
Claude 4 Sonnet (Reasoning)			200K	Vision	Reasoning
Claude 4.1 Opus			200K	Vision
Claude 4.1 Opus (Reasoning)			200K	Vision	Reasoning

Gemini

table_provider("google")

Warning: The value for `scale_by` cannot be changed if `suffixing` is anything other than `FALSE`.
• The value provided to `scale_by` will be ignored.

Model	Speed	Intelligence	Context
Gemini 2.0 Flash			1M	Vision
Gemini 2.5 Flash			1M	Vision	Reasoning
Gemini 2.5 Flash Lite			1M	Vision
Gemini 2.5 Pro			1M	Vision	Reasoning

Perplexity

table_provider("perplexity")

Warning: The value for `scale_by` cannot be changed if `suffixing` is anything other than `FALSE`.
• The value provided to `scale_by` will be ignored.

Model	Speed	Intelligence	Context
Sonar			127K	Vision
Sonar Pro			200K	Vision
Sonar Reasoning			127K	Vision	Reasoning
Sonar Reasoning Pro			127K	Vision	Reasoning

Mistral

table_provider("mistral")

Warning: The value for `scale_by` cannot be changed if `suffixing` is anything other than `FALSE`.
• The value provided to `scale_by` will be ignored.

Model	Speed	Intelligence	Context
Codestral			256K
Mistral Large			128K
Mistral Medium			128K
Mistral Nemo			128K
Mistral Small 3			32K

• OpenAI: Widest adoption, most popular models, excellent API and tooling. Industry leader.
• Anthropic: Focus on safety and alignment, strong coding capabilities, excellent at complex analysis and creative tasks.
• Gemini: Google’s offering, large context windows, cheap and integrates with all things Google.
• Perplexity: Real-time information, focus on reducing hallucinations, strong at fact-based tasks.
• Mistral: Open-source models, GDPR compliant in Europe, transparent training.