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AI Models

Model Comparison

Compare AI models to find the best one for your needs

1 min read
Documentation

With 40+ models available, choosing the right one can feel overwhelming. This guide helps you compare models and pick the best one for each task.

At a Glance

Best for Everyday Tasks

ModelSpeedQualityCostBest For
GPT-4oFastExcellent5 creditsGeneral tasks
Claude 4 SonnetFastExcellent5 creditsWriting, analysis
Gemini 2.5 FlashVery FastGood5 creditsQuick answers

Best for Complex Tasks

ModelSpeedQualityCostBest For
GPT-5MediumOutstanding20 creditsComplex reasoning
Claude 4 OpusMediumOutstanding20 creditsLong documents
o3SlowOutstanding20 creditsDeep reasoning

Best for Budget

ModelSpeedQualityCostBest For
GPT-4o MiniVery FastGood1 creditSimple tasks
Claude HaikuVery FastGood1 creditQuick responses
Llama 4 ScoutFastGood1 creditGeneral use

Detailed Comparisons

Writing & Content

Best: Claude 4 Opus

Why: Most natural, creative, and nuanced writing style. Great for stories, scripts, and creative content.

Runner-up: GPT-4o

Good creative abilities, faster than Opus.

Best: Claude 4 Sonnet

Why: Professional tone, good at adapting to different contexts, efficient.

Runner-up: GPT-4o

Solid business writing, slightly faster.

Best: Claude 4 Sonnet or GPT-4o

Why: Clear explanations, accurate terminology, good structure.

For code docs: GPT-4.1 (understands code context better)

Coding & Development

ModelStrengthWeakness
GPT-4.1Excellent code generationSlower than GPT-4o
Claude 4 SonnetGreat explanations, debuggingSlightly less code fluent
Qwen3 CoderSpecialized for codeLess general capability
DeepSeek V3.1Strong reasoning, good codeSlower responses

Recommendation: Start with GPT-4.1 for coding tasks. Switch to Claude if you need better explanations.

Research & Analysis

ModelStrengthWeakness
Gemini 2.5 ProWeb search integrationCan be verbose
Claude 4 OpusDeep analysis, long contextSlower, higher cost
GPT-5Comprehensive analysisPremium pricing

Recommendation: Use Gemini for research that needs web info. Use Claude Opus for analyzing documents you've uploaded.

Reasoning & Problem-Solving

ModelStrengthWeakness
o3Shows reasoning stepsSlowest model
DeepSeek R1Open reasoning modelVariable quality
Claude 4 OpusStrong logical analysisNot always step-by-step

Recommendation: Use o3 when you need to see the reasoning process. Use GPT-5 for faster complex reasoning.

Speed vs. Quality

FAST ←――――――――――――――――――――――――――――――→ SLOW

GPT-4o Mini  |  GPT-4o  |  GPT-5  |  o3
Claude Haiku | C. Sonnet| C. Opus |
Gemini Flash |  Gemini  | Gemini  |
             |   Pro    |  Ultra  |
BUDGET ←―――――――――――――――――――――――――――→ PREMIUM

1 credit     |  5 credits  |  20 credits
─────────────┼─────────────┼────────────
GPT-4o Mini  | GPT-4o      | GPT-5
Claude Haiku | Claude Son. | Claude Opus
Llama 4      | Gemini Pro  | o3

Specialized Tasks

Image Understanding

  1. Gemini 2.5 Pro - Best overall vision
  2. GPT-4o - Strong image analysis
  3. Claude 4 Sonnet - Good with diagrams

Image Generation

  1. GPT Image 1 - OpenAI's DALL-E
  2. Imagen 4 - Google's image model
  3. Flux Schnell - Fast open-source option

Long Documents (100K+ tokens)

  1. Claude 4 Opus - 200K context
  2. Gemini 2.5 Pro - Large context
  3. GPT-5 - Good context handling

Real-time Information

  1. Grok 3 - Built-in real-time
  2. Gemini + Search - Web search integration
  3. Any model + Search tool - Manual web search

Making Your Choice

Quick Decision Tree

Start Here

    ├─ Simple question? → GPT-4o Mini or Claude Haiku

    ├─ Writing task?
    │   ├─ Creative → Claude 4 Opus
    │   └─ Business → Claude 4 Sonnet

    ├─ Coding task? → GPT-4.1 or Claude 4 Sonnet

    ├─ Research? → Gemini 2.5 Pro

    ├─ Complex reasoning? → o3 or GPT-5

    └─ Long document? → Claude 4 Opus

When to Upgrade Models

Switch to a more powerful model when:

  • You're not getting satisfactory results
  • The task requires nuanced understanding
  • You need more accurate reasoning
  • You're working with long documents

Switch to a cheaper model when:

  • The task is simple and straightforward
  • Speed matters more than perfection
  • You're doing high-volume work
  • You're exploring or brainstorming

Common Questions

Next Steps

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