AgentRadar

AI Model Capabilities Radar · Choose the Right Tool

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Selected 2/4

OpenAI

Anthropic

Google

xAI

DeepSeek

Meta

Alibaba

Mistral

Capabilities Radar

Please select at least one model to compare

Model Details

All Models

GPT-5.2

OpenAI

OpenAI latest flagship, GPQA 92.4%, AIME 100%, First ARC-AGI 90%+

Strengths

Math 100Reasoning 98Coding 95

Best For

Complex ReasoningMath ProofLong Context

Avoid

Budget SensitiveSimple Tasks
400K Context$1.75/1M input, $14/1M output

GPT-5.2 Pro

OpenAI

Extended reasoning version with deeper thinking capabilities

Strengths

Math 100Reasoning 99Coding 96

Best For

Extreme ReasoningScientific ResearchComplex Planning

Avoid

Real-time ChatCost Sensitive
400K ContextHigher (xhigh reasoning tier)

GPT-5.1

OpenAI

Previous flagship, still powerful with better cost-performance

Strengths

Math 94Reasoning 92Multimodal 92

Best For

General PurposeDaily CodingMultimodal

Avoid

Cutting-edge Reasoning
256K Context$1.25/1M input, $10/1M output

Claude Opus 4.5

Anthropic

First to reach SWE-bench 80%+, top-tier coding and reasoning

Strengths

Coding 99Reasoning 98Math 96

Best For

Complex CodingSystem ArchitectureDeep Reasoning

Avoid

Simple TasksHigh Frequency
200K Context$15/1M input, $75/1M output

Claude Sonnet 4.5

Anthropic

Best coding model, SWE-bench 77.2%, Top choice for Agents and Computer Use

Strengths

Coding 98Reasoning 95Math 94

Best For

Coding TasksAgent DevelopmentComputer Use

Avoid

Extremely Budget Sensitive
200K Context$3/1M input, $15/1M output

Claude Sonnet 4

Anthropic

Reliable coding model with excellent cost-performance

Strengths

Coding 94Reasoning 92Creativity 90

Best For

Daily CodingDocument ProcessingStability Priority

Avoid

Cutting-edge Capability Needs
200K Context$3/1M input, $15/1M output

Gemini 3 Pro

Google

Google strongest model, leading multimodal and reasoning, 1M context

Strengths

Context 100Multimodal 98Reasoning 96

Best For

Multimodal TasksVideo UnderstandingLong Documents

Avoid

Low Latency Scenarios
1M Context$1.25/1M input, $5/1M output

Gemini 2.5 Flash

Google

Ultra-fast response, super high cost-performance, 1M context

Strengths

Context 100Speed 98Value 95

Best For

High ConcurrencyReal-time AppsBatch Processing

Avoid

Deep ReasoningComplex Coding
1M Context$0.075/1M input, $0.3/1M output

Grok 4

xAI

xAI latest flagship, GPQA 87.5%, real-time information

Strengths

Reasoning 92Creativity 92Math 90

Best For

Real-time InfoCreative ChatSocial Analysis

Avoid

Enterprise ComplianceCost Sensitive
128K Context$5/1M input, $15/1M output

DeepSeek V3

DeepSeek

King of open source, coding capability near top-tier, extremely low cost

Strengths

Value 98Coding 92Math 90

Best For

Budget SensitiveCoding TasksMath

Avoid

MultimodalCreative Writing
128K Context$0.27/1M input, $1.1/1M output

DeepSeek R1

DeepSeek

Open source reasoning model with strong chain-of-thought

Strengths

Math 94Reasoning 92Value 92

Best For

Complex ReasoningMath ProofCoding Problems

Avoid

MultimodalCreative Tasks
128K Context$0.55/1M input, $2.2/1M output

GPT-4o

OpenAI

Multimodal flagship, strong audio/video understanding

Strengths

Multimodal 95Creativity 88Speed 88

Best For

Multimodal TasksReal-time ChatImage Understanding

Avoid

Text-only Deep ReasoningCutting-edge Coding
128K Context$2.5/1M input, $10/1M output

GPT-4o Mini

OpenAI

Lightweight and fast, high value for simple tasks

Strengths

Speed 95Value 92Multimodal 82

Best For

Simple TasksHigh ConcurrencyClassification/Extraction

Avoid

Complex ReasoningProfessional Coding
128K Context$0.15/1M input, $0.6/1M output

Claude 3.5 Sonnet

Anthropic

Classic value choice, stable and reliable

Strengths

Context 90Coding 88Reasoning 85

Best For

Daily CodingDocument ProcessingHigh Stability Requirements

Avoid

Cutting-edge Capability Needs
200K Context$3/1M input, $15/1M output

Llama 4 Maverick

Meta

Meta latest open source, significant multimodal improvements

Strengths

Value 100Multimodal 88Coding 86

Best For

Local DeploymentPrivacy SensitiveMultimodal

Avoid

Cutting-edge Performance Needs
128K ContextFree Open Source

Qwen 3 235B

Alibaba

Alibaba latest flagship, strongest Chinese and coding capabilities

Strengths

Value 98Coding 92Math 92

Best For

Chinese ScenariosCodingMath

Avoid

English Creative Writing
128K ContextFree Open Source

Mistral Large 3

Mistral

European open source flagship, strong multilingual and compliance

Strengths

Reasoning 86Coding 85Math 84

Best For

European ComplianceMultilingualLocal Deployment

Avoid

Ultra-long ContextChinese Scenarios
128K Context$2/1M input, $6/1M output