Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

Amazon

Nova Lite

Amazon

Nova Lite is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 70.7% across 27 benchmarks. It excels particularly in GSM8k (94.5%), ARC-C (92.4%), DocVQA (92.4%). It supports a 302K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Amazon's latest advancement in AI technology.

OpenAI

o3

OpenAI

o3 is a multimodal language model developed by OpenAI. It achieves strong performance with an average score of 65.3% across 19 benchmarks. It excels particularly in AIME 2024 (91.6%), ARC-AGI (88.0%), MathVista (86.8%). The model shows particular specialization in vision tasks with an average performance of 76.7%. It supports a 300K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2025, it represents OpenAI's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

2024-11-20

OpenAI

o3

OpenAI

2025-04-16

4 months newer

Pricing Comparison

Cost per million tokens (USD)

Amazon

Nova Lite

$9.70 cheaper
Input:$0.06
Output:$0.24
OpenAI

o3

Input:$2.00
Output:$8.00

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
OpenAI

o3

Max Context:300.0K

Average performance across 2 common benchmarks

Amazon

Nova Lite

Average Score:49.1%
OpenAI

o3

+34.0%
Average Score:83.1%

Performance comparison across key benchmark categories

Amazon

Nova Lite

reasoning
+45.2%
92.4%
math
+32.6%
83.9%
vision
76.6%
general
64.9%
OpenAI

o3

reasoning
47.3%
math
51.3%
vision
+0.0%
76.7%
general
+2.6%
67.5%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

o3

2024-05-31

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
OpenAI

o3

1 providers

OpenAI

Throughput: 50 tok/s
Latency: 20ms
Amazon

Nova Lite

Avg Score:49.1%
Providers:1
OpenAI

o3

+34.0%
Avg Score:83.1%
Providers:1