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AI Context Window Comparison (2026): GPT, Claude, Gemini Token Limits by Model

Compare context windows and token limits across GPT, Claude, Gemini, and other major AI models. Practical reference table for developers choosing long-context APIs.

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Crazyrouter Team
April 18, 2026 / 2299 views
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AI Context Window Comparison (2026): GPT, Claude, Gemini Token Limits by Model

AI Context Window Comparison (2026): GPT, Claude, Gemini Token Limits by Model#

When developers search for context window limits, they usually want one thing: a clear comparison table. This guide shows the practical token limits for major models in 2026.

Context Window Comparison Table#

ModelContext WindowBest For
GPT-5.4128KGeneral app workflows
Claude Opus 4.7200KComplex reasoning, long documents
Claude Sonnet 4.5200KCoding, writing, large context
Claude Haiku 4.5200KFast extraction, classification
Gemini Pro1M+Extremely long documents, multimodal context
Gemini Flash1M+Fast long-context processing
Kimi K2128K+Chinese reasoning
Qwen 2.5128KBudget-friendly long context
DeepSeek V3128KCost-efficient long docs

What Does Context Window Actually Mean?#

The context window is the maximum amount of text (measured in tokens) a model can process at once. Larger context windows matter when you are working with:

  • Full codebases
  • Long contracts or reports
  • Multi-document RAG workflows
  • Large chat histories
  • PDF analysis

Which Model Should You Choose?#

NeedRecommended Model
Best balance of quality and long contextClaude Sonnet
Strongest reasoning over long docsClaude Opus
Largest context possibleGemini Pro
Cheapest long-context optionDeepSeek / Qwen
Chinese long-context workKimi K2

Access Through Crazyrouter#

All major long-context models are available through Crazyrouter.

python
from openai import OpenAI

client = OpenAI(
    api_key="sk-your-crazyrouter-key",
    base_url="https://crazyrouter.com/v1"
)

response = client.chat.completions.create(
    model="claude-sonnet-4-5-20250929",
    messages=[
        {"role": "user", "content": "Summarize this 100-page document..."}
    ]
)

FAQ#

Does larger context always mean better performance?#

No. A larger context window lets you send more text, but model quality still matters. Gemini has the largest context, but Claude often performs better on reasoning quality.

How many words is 200K tokens?#

Roughly 150,000 words in English, depending on formatting and language.

Which model is best for codebase analysis?#

Claude Opus and Sonnet are usually the best balance of context size and code quality.

Implementation Guides

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