Gemini 2.5 Pro vs Amazon Nova Lite
A complete head-to-head: pricing, context window, benchmarks, modality coverage, and openness, with a programmatic verdict synthesized from the underlying data.
- PriceAmazon Nova Lite
Amazon Nova Lite is roughly 41.7× cheaper on output tokens ($0.24 vs $10.00 per 1M).
- Context windowGemini 2.5 Pro
Gemini 2.5 Pro accepts 2.1M tokens vs 300K, 7.0× the room for long documents and codebases.
- BenchmarksTie
No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores.
- ModalitiesGemini 2.5 Pro
Gemini 2.5 Pro supports 4 modalities (text, vision, audio, video) vs 2 for Amazon Nova Lite.
- OpennessTie
Both are closed-weight, API-only.
On balance Gemini 2.5 Pro edges ahead, winning 2 of 5 categories against Amazon Nova Lite's 1. Amazon Nova Lite is roughly 41.7× cheaper on output tokens ($0.24 vs $10.00 per 1M). Gemini 2.5 Pro accepts 2.1M tokens vs 300K, 7.0× the room for long documents and codebases.
No directly comparable public benchmarks are available for both models, check the spec sheets for individual scores. They differ in modality coverage, Gemini 2.5 Pro handles text, vision, audio, video while Amazon Nova Lite handles text, vision, which can be the deciding factor before you even look at benchmarks. Both are closed-weight, API-only.
Gemini 2.5 Pro is the newer of the two, released 4 months after Amazon Nova Lite, which usually means a more recent knowledge cutoff and updated safety post-training. Gemini 2.5 Pro is usually picked for long context and rag workloads, while Amazon Nova Lite sees more deployments in customer support and cheapest llm. If pricing matters more than every last benchmark point, run the numbers in the calculator below before committing.
Side-by-side specs
| Spec | Gemini 2.5 Pro | Amazon Nova Lite |
|---|---|---|
| Provider | Other | |
| Released | Mar 2025 | Dec 2024 |
| Modalities | text, vision, audio, video | text, vision |
| Context window | 2.1M tokens | 300K tokens |
| Max output | , | , |
| Input · 1M | $1.25 / 1M tokens | $0.060 / 1M tokens |
| Output · 1M | $10.00 / 1M tokens | $0.24 / 1M tokens |
| Knowledge cutoff | 2025-01 | , |
| Open weights | No | No |
| API available | Yes | Yes |
Pricing at scale
What you'd actually pay at typical workloads. Numbers come from each model's published per-million-token rates.
- Light usage, 100k in / 50k out per day$18.75 vs $0.540
- Heavy usage, 1M in / 500k out per day$188 vs $5.40
- RAG workload, 5M in / 200k out per day$248 vs $10.44
Light usage, 100k in / 50k out per day: $18.75 vs $0.540 per month, model B comes out ahead. Heavy usage, 1M in / 500k out per day: $188 vs $5.40 per month, model B comes out ahead. RAG workload, 5M in / 200k out per day: $248 vs $10.44 per month, model B comes out ahead.
Estimated spend for the listed models at your usage. Numbers are derived from each model's published per-million-token rates.
- Gemini 2.5 Pro$0.625
- Amazon Nova Lite$0.018
Benchmarks compared
Only sourced numbers. Where a benchmark is missing for one model we show the available value rather than fabricating the other.
- MMLU86.0
- GPQA84.0
Gemini 2.5 Pro fits when…
- 2M-token context window
- Strong on long-document tasks
- Native multimodal handling
- Long-context tasks, handles 2.1M tokens vs 300K for Amazon Nova Lite.
- Multimodal needs covering audio, video.
Amazon Nova Lite fits when…
- Very cheap
- AWS-native
- Multimodal
- Cost-sensitive workloads, 41.7× cheaper than Gemini 2.5 Pro on output tokens.
Consider Gemini 3 Pro
Google's late-2025 flagship, set new benchmarks on long-context, vision, and reasoning at competitive pricing.
Frequently asked
Is Gemini 2.5 Pro or Amazon Nova Lite cheaper?
Amazon Nova Lite is cheaper at $0.24 / 1M tokens per million output tokens, vs $10.00 / 1M tokens for Gemini 2.5 Pro.Which has the larger context window?
Gemini 2.5 Pro accepts 2.1M tokens vs 300K for Amazon Nova Lite.Is Gemini 2.5 Pro or Amazon Nova Lite better for coding?
Both Gemini 2.5 Pro and Amazon Nova Lite are competitive on coding benchmarks. See each model's individual spec page for HumanEval and SWE-bench scores where published. For an opinionated pick, consult our Best LLM for Coding ranking.Are either of these models open source?
Neither model ships open weights, both are accessible only via their respective providers' APIs.When were Gemini 2.5 Pro and Amazon Nova Lite released?
Gemini 2.5 Pro was released by Google on 2025-03-25. Amazon Nova Lite was released by Other on 2024-12-03.
The week's AI launches, in your inbox.
One short email every Friday, new models, leaks, and quietly-shipped APIs you missed.