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Best LLM for Reasoning

8 models ranked for reasoning tasks. Sorted by benchmark quality score, with price as a secondary factor.

Best Quality
GPT-5.4
OpenAI
ELO 1420
Cheapest Option
DeepSeek V3.2 (Reasoner)
DeepSeek
$0.28/1M/1M input

All Models for Reasoning

#ModelProviderInput / 1MOutput / 1MELOFlags
🥇GPT-5.4OpenAI$2.50/1M$15.00/1M1420
🥈Claude Opus 4.7Anthropic$5.00/1M$25.00/1M1415
🥉Gemini 3.1 ProGoogle$2.00/1M$12.00/1M1410
4o3OpenAI$2.00/1M$8.00/1M1395
5Gemini 2.5 ProGoogle$1.25/1M$10.00/1M1385
6DeepSeek V3.2 (Reasoner)DeepSeek$0.28/1M$0.42/1M1385
OSS
7Grok 4.20xAI$2.00/1M$6.00/1M1380
8o4-miniOpenAI$1.10/1M$4.40/1M1350

Why We Picked These Models

GPT-5.4
$2.50/1M/1MELO 1420

GPT-5. OpenAI flagship — top-tier reasoning, coding, and multimodal.

Claude Opus 4.7
$5.00/1M/1MELO 1415

Claude Opus 4. Step-change improvement in agentic coding over Opus 4.6.

Gemini 3.1 Pro
$2.00/1M/1MELO 1410

Gemini 3. Google's latest flagship with major reasoning improvements.

Compare Top Models

GPT-5.4 vs Claude Opus 4.7GPT-5.4 vs Gemini 3.1 ProGPT-5.4 vs o3GPT-5.4 vs Gemini 2.5 Pro

Frequently Asked Questions

What is the best LLM for reasoning?

GPT-5.4 by OpenAI is rated as the best model for reasoning with an ELO score of 1420. OpenAI flagship — top-tier reasoning, coding, and multimodal.

What is the cheapest LLM for reasoning?

DeepSeek V3.2 (Reasoner) is the most affordable option for reasoning at $0.28/1M per 1M input tokens.

Is there a free LLM for reasoning?

No completely free models are listed for reasoning, but DeepSeek V3.2 (Reasoner) start at very low prices.