Model Comparison

GPT-4 vs Nova Lite

Nova Lite has a slight edge in benchmark performance. Nova Lite is 357.1x cheaper per token.

Want to compare interactively?Try the playground

Performance Benchmarks

Comparative analysis across standard metrics

5 benchmarks

GPT-4 outperforms in 2 benchmarks (DROP, MMLU), while Nova Lite is better at 3 benchmarks (GPQA, HumanEval, MATH).

Nova Lite has a slight edge in benchmark performance.

Wed Apr 08 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Nova Lite costs less

For input processing, GPT-4 ($30.00/1M tokens) is 500.0x more expensive than Nova Lite ($0.06/1M tokens).

For output processing, GPT-4 ($60.00/1M tokens) is 250.0x more expensive than Nova Lite ($0.24/1M tokens).

In conclusion, GPT-4 is more expensive than Nova Lite.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Wed Apr 08 2026 • llm-stats.com
OpenAI
GPT-4
Input tokens$30.00
Output tokens$60.00
Best providerAzure
Amazon
Nova Lite
Input tokens$0.06
Output tokens$0.24
Best providerAWS Bedrock
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Nova Lite accepts 300,000 input tokens compared to GPT-4's 32,768 tokens. GPT-4 can generate longer responses up to 32,768 tokens, while Nova Lite is limited to 2,048 tokens.

OpenAI
GPT-4
Input32,768 tokens
Output32,768 tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Wed Apr 08 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-4 and Nova Lite support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GPT-4

Text
Images
Audio
Video

Nova Lite

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

GPT-4

Proprietary

Closed source

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-4 was released on 2023-06-13, while Nova Lite was released on 2024-11-20.

Nova Lite is 18 months newer than GPT-4.

GPT-4

Jun 13, 2023

2.8 years ago

Nova Lite

Nov 20, 2024

1.4 years ago

1.4yr newer

Knowledge Cutoff

When training data ends

GPT-4 has a documented knowledge cutoff of 2022-12-31, while Nova Lite's cutoff date is not specified.

We can confirm GPT-4's training data extends to 2022-12-31, but cannot make a direct comparison without Nova Lite's cutoff date.

GPT-4

Dec 2022

Nova Lite

—

Provider Availability

GPT-4 is available from Azure, OpenAI. Nova Lite is available from Bedrock.

GPT-4

azure logo
Azure
Input Price:Input: $30.00/1MOutput Price:Output: $60.00/1M
openai logo
OpenAI
Input Price:Input: $30.00/1MOutput Price:Output: $60.00/1M

Nova Lite

bedrock logo
AWS Bedrock
Input Price:Input: $0.06/1MOutput Price:Output: $0.24/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

OpenAI
Higher DROP score (80.9% vs 80.2%)
Higher MMLU score (86.4% vs 80.5%)
Amazon
Larger context window (300,000 tokens)
Less expensive input tokens
Less expensive output tokens
Higher GPQA score (42.0% vs 35.7%)
Higher HumanEval score (85.4% vs 67.0%)
Higher MATH score (73.3% vs 42.0%)

Detailed Comparison

AI Model Comparison Table
Feature
OpenAI
GPT-4
Amazon
Nova Lite

FAQ

Common questions about GPT-4 vs Nova Lite

Nova Lite has a slight edge in benchmark performance. GPT-4 is made by OpenAI and Nova Lite is made by Amazon. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.
GPT-4 scores AI2 Reasoning Challenge (ARC): 96.3%, HellaSwag: 95.3%, Uniform Bar Exam: 90.0%, SAT Math: 89.0%, LSAT: 88.0%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.
Nova Lite is 500.0x cheaper for input tokens. GPT-4 costs $30.00/M input and $60.00/M output via azure. Nova Lite costs $0.06/M input and $0.24/M output via bedrock.
GPT-4 supports 33K tokens and Nova Lite supports 300K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.
Key differences include context window (33K vs 300K), input pricing ($30.00 vs $0.06/M). See the full comparison above for benchmark-by-benchmark results.
GPT-4 is developed by OpenAI and Nova Lite is developed by Amazon.