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AI Models with Advanced Reasoning Support

This page lists Large Language Models that offer Advanced Reasoning. Compare models, see how they implement this feature, and find the best option for projects requiring robust Advanced Reasoning.

Providers

Anthropic
OpenAI
Google

Models with this Capability

Claude 3.5 Sonnet

Anthropic · Claude

ID: claude-3-5-sonnet-20241022

outdated

Input

200K tokens

Output

8.2K tokens

Input Cost

$3.00/1M

Output Cost

$15.00/1M

Claude Sonnet 3.5

Anthropic · Claude 3.5

ID: claude-3-5-sonnet-20240620

outdated

Input

200K tokens

Output

8.2K tokens

Input Cost

$3.00/1M

Output Cost

$15.00/1M

Claude Sonnet 3

Anthropic · Claude 3

ID: claude-3-sonnet-20240229

outdated

Input

200K tokens

Output

4.1K tokens

Input Cost

$3.00/1M

Output Cost

$15.00/1M

Exceptional at:

reasoning
human-like interactions

GPT-4

OpenAI · GPT-4

ID: gpt-4-0314

outdated

Input

8.2K tokens

Output

4.1K tokens

Input Cost

$30.00/1M

Output Cost

$60.00/1M

Exceptional at:

general reasoning
complex problem solving

GPT-4o

OpenAI · GPT-4o

ID: gpt-4o-2024-11-20

Current

Input

128K tokens

Output

16.4K tokens

Input Cost

$2.50/1M

Output Cost

$10.00/1M

Exceptional at:

general reasoning
multimodal understanding
+1

o1-pro

OpenAI · o1

ID: o1-pro

Current

Input

200K tokens

Output

100K tokens

Input Cost

$150.00/1M

Output Cost

$600.00/1M

Exceptional at:

complex reasoning
multi turn interactions

GPT-4o Audio Preview

OpenAI · GPT-4o

ID: gpt-4o-audio-preview-2024-10-01

outdated

Input

0 tokens

Output

0 tokens

Input Cost

$40.00/1M

Output Cost

$80.00/1M

Exceptional at:

audio input processing
audio output generation
+1

o3-2025-04-16

OpenAI · o3

ID: o3-2025-04-16

Current

Input

200K tokens

Output

100K tokens

Input Cost

$10.00/1M

Output Cost

$40.00/1M

Exceptional at:

math
science
+6

o3

OpenAI · OpenAI

ID: o3

Current

Input

200K tokens

Output

100K tokens

Input Cost

$10.00/1M

Output Cost

$40.00/1M

Exceptional at:

complex reasoning
math
+6

Claude Opus 4

Anthropic · Claude

ID: claude-opus-4-20250514

Current

Input

200K tokens

Output

32K tokens

Input Cost

$15.00/1M

Output Cost

$75.00/1M

Exceptional at:

highest intelligence
complex reasoning
+5

GPT-4o

OpenAI · GPT-4o

ID: gpt-4o

Current

Input

128K tokens

Output

16.4K tokens

Input Cost

$2.50/1M

Output Cost

$10.00/1M

Exceptional at:

multimodal understanding
complex reasoning
+2

Claude Opus 3

Anthropic · Claude 3

ID: claude-3-opus-20240229

outdated

Input

200K tokens

Output

4.1K tokens

Input Cost

$15.00/1M

Output Cost

$75.00/1M

Exceptional at:

complex reasoning
advanced coding
+4

Claude 3.5 Sonnet

Anthropic · Claude

ID: claude-3-5-sonnet-latest

Current

Input

200K tokens

Output

8.2K tokens

Input Cost

$3.00/1M

Output Cost

$15.00/1M

Gemini 2.5 Pro Preview

Google · Gemini

ID: google-gemini-2.5-pro-preview

preview

Input

1M tokens

Output

0 tokens

Input Cost

$1.25/1M

Output Cost

$10.00/1M

Exceptional at:

complex reasoning
coding
+7

Claude 3.7 Sonnet

Anthropic · Claude 3

ID: anthropic-claude-3-7-sonnet

Current

Input

200K tokens

Output

4.1K tokens

Input Cost

$3.00/1M

Output Cost

$15.00/1M

Exceptional at:

agentic coding
web development tasks
+1

GPT-4o

OpenAI · GPT-4o

ID: gpt-4o-2024-08-06

outdated

Input

128K tokens

Output

16.4K tokens

Input Cost

$2.50/1M

Output Cost

$10.00/1M

Exceptional at:

general reasoning
multimodal understanding
+2

Claude Opus 3

Anthropic · Claude 3

ID: anthropic-claude-3-opus

outdated

Input

200K tokens

Output

4.1K tokens

Input Cost

$15.00/1M

Output Cost

$75.00/1M

Exceptional at:

complex reasoning
multimodal understanding
+1

Claude Sonnet 4

Anthropic · Claude 4

ID: claude-sonnet-4-20250514

Current

Input

200K tokens

Output

64K tokens

Input Cost

$3.00/1M

Output Cost

$15.00/1M

Exceptional at:

reasoning
coding
+3

Claude Opus 4

Anthropic · Claude 4

ID: claude-opus-4-0

Current

Input

200K tokens

Output

32K tokens

Input Cost

$15.00/1M

Output Cost

$75.00/1M

Exceptional at:

complex reasoning
advanced coding
+4

Claude Opus 3

Anthropic · Claude 3

ID: claude-3-opus-latest

outdated

Input

200K tokens

Output

4.1K tokens

Input Cost

$15.00/1M

Output Cost

$75.00/1M

Exceptional at:

top level intelligence
fluency
+1

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