GPT-4o vs Nova Pro Comparison

Comparing GPT-4o and Nova Pro across benchmarks, pricing, and capabilities.

Performance Benchmarks

Comparative analysis across standard metrics

5 benchmarks

GPT-4o outperforms in 3 benchmarks (GPQA, HumanEval, MMLU), while Nova Pro is better at 1 benchmark (DROP).

GPT-4o has a slight edge in benchmark performance.

Sat Mar 14 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Nova Pro costs less

For input processing, GPT-4o ($2.50/1M tokens) is 3.1x more expensive than Nova Pro ($0.80/1M tokens).

For output processing, GPT-4o ($10.00/1M tokens) is 3.1x more expensive than Nova Pro ($3.20/1M tokens).

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

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

Lowest available price from all providers
Sat Mar 14 2026 • llm-stats.com
OpenAI
GPT-4o
Input tokens$2.50
Output tokens$10.00
Best providerAzure
Amazon
Nova Pro
Input tokens$0.80
Output tokens$3.20
Best providerAWS Bedrock
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Nova Pro accepts 300,000 input tokens compared to GPT-4o's 128,000 tokens. Nova Pro can generate longer responses up to 300,000 tokens, while GPT-4o is limited to 4,096 tokens.

OpenAI
GPT-4o
Input128,000 tokens
Output4,096 tokens
Amazon
Nova Pro
Input300,000 tokens
Output300,000 tokens
Sat Mar 14 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-4o and Nova Pro support multimodal inputs.

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

GPT-4o

Text
Images
Audio
Video

Nova Pro

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-4o

Proprietary

Closed source

Nova Pro

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-4o was released on 2024-05-13, while Nova Pro was released on 2024-11-20.

Nova Pro is 6 months newer than GPT-4o.

GPT-4o

May 13, 2024

1.8 years ago

Nova Pro

Nov 20, 2024

1.3 years ago

6mo newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

GPT-4o is available from Azure, OpenAI. Nova Pro is available from Bedrock. The availability of providers can affect quality of the model and reliability.

GPT-4o

azure logo
Azure
Input Price:Input: $2.50/1MOutput Price:Output: $10.00/1M
openai logo
OpenAI
Input Price:Input: $2.50/1MOutput Price:Output: $10.00/1M

Nova Pro

bedrock logo
AWS Bedrock
Input Price:Input: $0.80/1MOutput Price:Output: $3.20/1M
* Prices shown are per million tokens

Outputs Comparison

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Key Takeaways

Higher GPQA score (53.6% vs 46.9%)
Higher HumanEval score (90.2% vs 89.0%)
Higher MMLU score (88.7% vs 85.9%)
Larger context window (300,000 tokens)
Less expensive input tokens
Less expensive output tokens
Higher DROP score (85.4% vs 83.4%)
OpenAIGPT-4o
AmazonNova Pro

Detailed Comparison

AI Model Comparison Table
Feature
OpenAI
GPT-4o
Amazon
Nova Pro