Reference

LLM Navigation

Compare specs, pricing, and capabilities of major language models. Find the right model for your use case.

Last updated: December 2024

9

Models Tracked

4

Providers

2M

Max Context

$0.07

Lowest Cost/1M

Model Comparison

ModelProviderContextInput $/1MOutput $/1MBest For
GPT-4oFRONTIER
OpenAI128K$2.5$10.0
General reasoningCode generation
GPT-4o-miniFAST
OpenAI128K$0.15$0.60
Simple tasksHigh volume
Claude 3.5 SonnetFRONTIER
Anthropic200K$3.0$15.0
Code generationLong context
Claude 3.5 HaikuFAST
Anthropic200K$0.80$4.0
Fast responsesSimple tasks
Gemini 2.0 FlashFAST
Google1.0M$0.07$0.30
Ultra-long contextMulti-modal
Gemini 1.5 ProFRONTIER
Google2.0M$1.3$5.0
1M+ contextVideo understanding
DeepSeek V3
DeepSeek128K$0.27$1.1
Code generationMath
o1FRONTIER
OpenAI200K$15.0$60.0
Complex reasoningMath
o1-mini
OpenAI128K$3.0$12.0
STEM reasoningCode

Quick Reference

Best for Reasoning

  • GPT-4o
  • Claude 3.5 Sonnet
  • Gemini 1.5 Pro

Best for Speed

  • GPT-4o-mini
  • Claude 3.5 Haiku
  • Gemini 2.0 Flash

Best Value

  • Gemini 2.0 Flash$0.07/M
  • GPT-4o-mini$0.15/M
  • DeepSeek V3$0.27/M

Want weekly updates and deeper analysis? Get LM Frontier Pro.

Get Pro Access