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GPT-4o vs Nova 2 Lite
Comprehensive side-by-side LLM comparison
Nova 2 Lite leads with 17.4% higher average benchmark score. Nova 2 Lite offers 860.7K more tokens in context window than GPT-4o. Nova 2 Lite is $12.10 cheaper per million tokens. Overall, Nova 2 Lite is the stronger choice for coding tasks.
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OpenAI
GPT-4o, released by OpenAI in May 2024, is a multimodal large language model from the GPT-4 family that natively processes text, image, and audio inputs in a single end-to-end model. It features a 128K token context window and demonstrated competitive performance across coding, reasoning, and vision benchmarks at its release. GPT-4o targets general-purpose assistant applications, vision-enabled workflows, and use cases requiring low-latency multimodal understanding.
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Amazon
Amazon Nova 2 Lite, released by Amazon Web Services on December 2, 2025, is a fast, cost-efficient reasoning model available on Amazon Bedrock with a 1M token context window enabling extended document, video, and image analysis. It features three extended thinking intensity levels, built-in code interpreter, web grounding tools, and native support for text, image, video, and document input. Nova 2 Lite targets cost-sensitive agentic applications, document analysis pipelines, and real-time workloads requiring multimodal reasoning.
1 year newer
GPT-4o
OpenAI
2024-05-13
Nova 2 Lite
Amazon
2025-12-02
Pricing Comparison
Cost per million tokens (USD)
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GPT-4o
Input:$2.50
Output:$10.00
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Nova 2 Lite
Input:$0.08
Output:$0.32($12.10 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 1 common benchmarks
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GPT-4o
Average Score:7.2%
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Nova 2 Lite
Average Score:24.6%(+17.4%)
Performance comparison across key benchmark categories
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GPT-4o
Tool Use7.2%
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Nova 2 Lite
Tool Use24.6%(+17.4%)
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Knowledge Cutoff
Training data recency comparison
GPT-4o
2024-04
More recent knowledge cutoff means awareness of newer technologies and frameworks
Provider Availability & Performance
Available providers and their performance metrics
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GPT-4o
1 providers
OpenAI
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Nova 2 Lite
1 providers
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GPT-4o
Avg Score:7.2%
Providers:1
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Nova 2 Lite
Avg Score:24.6%(+17.4%)
Providers:1