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Best AI Models for Math & Reasoning

Explore the top-performing AI models for mathematical problem-solving, logic, and advanced reasoning.

All ModelsRoleplayCodingMath & LogicLong ContextCheapestOpen SourceDaily Use
sakanaSA

Fugu Ultra

sakana

Vision
Function Call
Reasoning
$5.00 in / $30.00 out
/M Tokens
Zhipu

GLM 5.2

z-ai

Function Call
Reasoning
LLM
$1.40 in / $4.40 out
/M Tokens
moonshot-aiMA

Kimi K2.7 Code

moonshot-ai

Vision
Function Call
Reasoning
$0.95 in / $4.00 out
/M Tokens
Anthropic

Claude Fable 5

anthropic

Vision
Function Call
Reasoning
$10.00 in / $50.00 out
/M Tokens
AlibabaCloud

Qwen 3.7 Plus

qwen

Vision
Function Call
Reasoning
$0.42 in / $1.68 out
/M Tokens
Stepfun

Step 3.7 Flash

stepfun

Vision
Function Call
Reasoning
$0.20 in / $1.15 out
/M Tokens
Anthropic

Claude Opus 4.8

anthropic

Vision
Function Call
Reasoning
5% off
$4.75 in / $23.75 out
/M Tokens
AlibabaCloud

Qwen 3.7 Max

qwen

Vision
Function Call
Reasoning
$2.38 in / $7.13 out
/M Tokens
Google

Gemini 3.5 Flash

google

Vision
Function Call
Reasoning
5% off
$1.42 in / $8.55 out
/M Tokens
Grok

Grok 4.3

xai

Vision
Function Call
Reasoning
$1.19 in / $2.38 out
/M Tokens
DeepSeek

DeepSeek V4 Flash

deepseek-ai

Function Call
Reasoning
LLM
$0.12 in / $0.25 out
/M Tokens
DeepSeek

DeepSeek V4 Pro

deepseek-ai

Function Call
Reasoning
LLM
$1.57 in / $3.13 out
/M Tokens
DeepSeek

DeepSeek V4 Pro (Routed)

deepseek-ai

Function Call
Reasoning
LLM
$0.44 in / $0.87 out
/M Tokens
OpenAI

GPT 5.5

openai

Vision
Function Call
Reasoning
5% off
$4.75 in / $28.50 out
/M Tokens
xiaomi provider icon

MiMo V2.5

xiaomi

Vision
Function Call
Reasoning
$0.14 in / $0.28 out
/M Tokens
xiaomi provider icon

MiMo V2.5 Pro

xiaomi

Vision
Function Call
Reasoning
$0.43 in / $0.87 out
/M Tokens
Anthropic

Claude Opus 4.7

anthropic

Vision
Function Call
Reasoning
5% off
$4.75 in / $23.75 out
/M Tokens
MoonshotAI

Kimi K2.6

moonshotai

Vision
Function Call
Reasoning
$0.57 in / $2.85 out
/M Tokens
Zhipu

GLM 5.1

z-ai

Function Call
Reasoning
LLM
$0.83 in / $2.48 out
/M Tokens
OpenAI

GPT 5.4 Mini

openai

Vision
Function Call
Reasoning
5% off
$0.71 in / $4.28 out
/M Tokens
OpenAI

GPT 5.4 Nano

openai

Vision
Function Call
Reasoning
5% off
$0.19 in / $1.19 out
/M Tokens
OpenAI

GPT 5.4

openai

Vision
Function Call
Reasoning
5% off
$2.38 in / $14.25 out
/M Tokens
Google

Gemini 3.1 Pro (Preview)

google

Vision
Function Call
Reasoning
5% off
$1.90 in / $11.40 out
/M Tokens
Anthropic

Claude Sonnet 4.6

anthropic

Vision
Function Call
LLM
5% off
$2.85 in / $14.25 out
/M Tokens
Zhipu

GLM 5

z-ai

Function Call
Reasoning
LLM
$0.30 in / $2.55 out
/M Tokens
Anthropic

Claude Opus 4.6

anthropic

Vision
Function Call
LLM
5% off
$4.50 in / $22.50 out
/M Tokens
MoonshotAI

Kimi K2.5

moonshotai

Vision
Function Call
Reasoning
$0.34 in / $2.17 out
/M Tokens
Zhipu

GLM 4.7

z-ai

Function Call
Reasoning
LLM
$0.15 in / $0.80 out
/M Tokens
DeepSeek

DeepSeek V3.2

deepseek-ai

Function Call
LLM
$0.25 in / $0.39 out
/M Tokens
Zhipu

GLM 4.6

z-ai

Function Call
Reasoning
LLM
$0.43 in / $1.75 out
/M Tokens
Anthropic

Claude Opus 4

anthropic

Vision
Function Call
LLM
5% off
$13.50 in / $67.50 out
/M Tokens
Anthropic

Claude Opus 4.1

anthropic

Vision
Function Call
LLM
5% off
$13.50 in / $67.50 out
/M Tokens
Zhipu

GLM 4.5 Air

z-ai

Function Call
Reasoning
LLM
$0.10 in / $0.10 out
/M Tokens
Google

Gemini 2.5 Flash

google

Vision
Function Call
LLM
5% off
$0.27 in / $2.25 out
/M Tokens
Google

Gemini 2.5 Pro

google

Vision
Function Call
LLM
5% off
$2.25 in / $9.00 out
/M Tokens
Inception

Mercury 2

inceptionlabs

Function Call
Reasoning
LLM
$0.23 in / $0.69 out
/M Tokens

Best AI Models for Math, Science & Reasoning 2026

Find the strongest models for mathematical reasoning, physics, and complex problem solving.

Compare top-tier reasoning models with advanced chain-of-thought and tool-use capabilities. Perfect for students, researchers, and professionals tackling advanced math, science, and logical problems.

Frequently Asked Questions

Which AI models are best at math and science in 2026?

DeepSeek V4-Pro, OpenAI o-series (GPT-5.5 reasoning), and Claude Opus 4.8 currently dominate math and scientific reasoning benchmarks. DeepSeek V4 offers exceptional performance at very competitive pricing.

Can these models generate and run code for math problems?

Yes. Leading models excel at converting mathematical problems into executable Python, MATLAB, or Julia code for numerical solutions and verification.

What is chain-of-thought reasoning?

Chain-of-thought allows models to break down complex problems step-by-step before giving a final answer, dramatically improving accuracy on math, logic, and science tasks.