Model Comparison

GPT-5.2 Pro vs Nova Lite

GPT-5.2 Pro significantly outperforms across most benchmarks. Nova Lite is 550.0x cheaper per token.

Want to compare interactively?Try the playground

Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

GPT-5.2 Pro outperforms in 1 benchmarks (GPQA), while Nova Lite is better at 0 benchmarks.

GPT-5.2 Pro significantly outperforms across most benchmarks.

Sun Apr 19 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Nova Lite costs less

For input processing, GPT-5.2 Pro ($21.00/1M tokens) is 350.0x more expensive than Nova Lite ($0.06/1M tokens).

For output processing, GPT-5.2 Pro ($168.00/1M tokens) is 700.0x more expensive than Nova Lite ($0.24/1M tokens).

In conclusion, GPT-5.2 Pro is more expensive than Nova Lite.*

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

Lowest available price from all providers
Sun Apr 19 2026 • llm-stats.com
OpenAI
GPT-5.2 Pro
Input tokens$21.00
Output tokens$168.00
Best providerOpenAI
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

GPT-5.2 Pro accepts 400,000 input tokens compared to Nova Lite's 300,000 tokens. GPT-5.2 Pro can generate longer responses up to 128,000 tokens, while Nova Lite is limited to 2,048 tokens.

OpenAI
GPT-5.2 Pro
Input400,000 tokens
Output128,000 tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Sun Apr 19 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-5.2 Pro and Nova Lite support multimodal inputs.

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

GPT-5.2 Pro

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-5.2 Pro

Proprietary

Closed source

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5.2 Pro was released on 2025-12-11, while Nova Lite was released on 2024-11-20.

GPT-5.2 Pro is 13 months newer than Nova Lite.

GPT-5.2 Pro

Dec 11, 2025

4 months ago

1.1yr newer
Nova Lite

Nov 20, 2024

1.4 years ago

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-5.2 Pro is available from OpenAI. Nova Lite is available from Bedrock.

GPT-5.2 Pro

openai logo
OpenAI
Input Price:Input: $21.00/1MOutput Price:Output: $168.00/1M

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
Larger context window (400,000 tokens)
Higher GPQA score (93.2% vs 42.0%)
Amazon
Less expensive input tokens
Less expensive output tokens

Detailed Comparison

AI Model Comparison Table
Feature
OpenAI
GPT-5.2 Pro
Amazon
Nova Lite

FAQ

Common questions about GPT-5.2 Pro vs Nova Lite

GPT-5.2 Pro significantly outperforms across most benchmarks. GPT-5.2 Pro 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-5.2 Pro scores AIME 2025: 100.0%, HMMT 2025: 100.0%, GPQA: 93.2%, ARC-AGI: 90.5%, BrowseComp: 77.9%. 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 350.0x cheaper for input tokens. GPT-5.2 Pro costs $21.00/M input and $168.00/M output via openai. Nova Lite costs $0.06/M input and $0.24/M output via bedrock.
GPT-5.2 Pro supports 400K 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 (400K vs 300K), input pricing ($21.00 vs $0.06/M). See the full comparison above for benchmark-by-benchmark results.
GPT-5.2 Pro is developed by OpenAI and Nova Lite is developed by Amazon.