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AI Model Comparisons

Objective, architectural comparisons of frontier LLMs with verified specifications, context lengths, and trade-offs.

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SpecificationClaude 1Claude 2
LicenseProprietary APIProprietary API
Context Window9K tokens100K tokens
MultimodalText onlyText only
Input Formatstexttext
Release DateMar 14, 2023Jul 11, 2023
Key Capabilities
  • helpful assistant
  • long context
  • long context
  • coding

In-Depth Editorial Comparisons

Detailed benchmarks, qualitative breakdowns, architectural shifts, and direct head-to-head analysis.

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OpenAI o1 vs GPT-5

o1 was the first dedicated reasoning model; GPT-5 folds that reasoning into a general-purpose model that is faster, cheaper and stronger almost everywhere.

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Claude Sonnet 4.5 vs GPT-4o

A 2025 coding-focused model against the 2024 fast multimodal workhorse: Sonnet 4.5 is far stronger on software work, GPT-4o is cheaper and quicker for everyday chat.

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Llama 4 vs DeepSeek V3

The two most-deployed open-weight families of 2025: Llama 4 offers an enormous context window and a broad ecosystem, DeepSeek V3 delivers strong reasoning per dollar.

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Mistral 7B vs Llama 3

The small open-weight models that made local AI practical: Mistral 7B punches above its size, Llama 3 brings a bigger ecosystem and better instruction tuning.

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DeepSeek R1 vs OpenAI o1

Two reasoning models with the same basic idea and very different licences: DeepSeek R1 ships open weights you can self-host, while OpenAI o1 is API-only but stronger on the hardest multi-step problems.

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Grok 4 vs GPT-5

Grok 4 leans on live data from X and aggressive reasoning benchmarks; GPT-5 is the more dependable general-purpose engine for products.

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GPT-4o vs Claude 3.5 Sonnet

The two workhorse assistant models of 2024: GPT-4o is faster and natively multimodal, Claude 3.5 Sonnet writes and codes with more care over longer context.

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GPT-5 vs Gemini 2.5 Pro

GPT-5 leads on general reasoning and coding; Gemini 2.5 Pro wins on raw context size and tight integration with Google's stack.

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Llama 3 vs Llama 4

Comparing Meta's two most recent open-weight releases.

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GPT-4 vs GPT-5

Generational comparison between GPT-4 (2023) and GPT-5 (2025).

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GPT-5 vs Claude Sonnet 4.5

GPT-5 and Claude Sonnet 4.5 target similar frontier assistant workloads but differ on context length, coding posture and agentic tooling.