LLM Comparison
GPT-5.4 Pro vs Nova Lite 1.0
Side-by-side specs, pricing & capabilities · Updated October 2026
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2/6 modelsSame tier:
| Organization | ||
| OpenTools Score | 82 0.8 | |
| Family | GPT | Nova |
| Status | Current | Current |
| Release Date | Mar 2026 | Dec 2024 |
| Context Window | 1.1M tokens | 300K tokens |
| Input Price | $30.00/M tokens | $0.06/M tokens |
| Output Price | $180.00/M tokens | $0.24/M tokens |
| Pricing Notes | OpenAI's GPT-5.4 Pro model page lists $30 input and $180 output per 1M tokens. Prompts over 272K input tokens cost 2x input and 1.5x output for the full session (standard, batch and flex). Regional processing adds 10%. | — |
| Capabilities | textvisioncode | textvisioncode |
| Training Cutoff | Aug 31, 2025 | — |
| Max Output | 128K tokens | 10K tokens |
| API Identifier | openai/gpt-5.4-pro | amazon/nova-lite-v1 |
| Benchmarks | ||
| GPQA Diamond | 93openai | — |
| SWE-bench Pro | 57.7openai | — |
| MATH-500 | 94.6openai | — |
| MMLU | — | 72openrouter |
| View GPT-5.4 Pro | View Nova Lite 1.0 | |
Cost Calculator
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| Model | Input | Output | Total / mo | vs Best |
|---|---|---|---|---|
| Nova Lite 1.0Cheapest | $0.06 | $0.12 | $0.18 | — |
| GPT-5.4 Pro | $30.00 | $90.00 | $120.00 | +66567% |
OpenAI
GPT-5.4 Pro
GPT-5.4 Pro is a multimodal llm from OpenAI. Supports up to 1,050,000 token context window. Available from $30.00/M input tokens.
Amazon
Nova Lite 1.0
Nova Lite 1.0 is a multimodal llm from Amazon. Supports up to 300,000 token context window. Achieves 72.0% on MMLU. Available from $0.06/M input tokens.
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