Ministral 8B 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.
Updated
Ministral 8B specs · Amazon Nova Lite specs- PriceAmazon Nova Lite
Amazon Nova Lite publishes pricing ($0.24 / 1M output tokens) while Ministral 8B does not.
- Context windowAmazon Nova Lite
Amazon Nova Lite accepts 300K tokens vs 128K, 2.3× 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.
- ModalitiesAmazon Nova Lite
Amazon Nova Lite supports 2 modalities (text, vision) vs 1 for Ministral 8B.
- OpennessMinistral 8B
Ministral 8B ships open weights (Mistral Research License); Amazon Nova Lite is API-only.
On balance Amazon Nova Lite edges ahead, winning 3 of 5 categories against Ministral 8B's 1. Amazon Nova Lite publishes pricing ($0.24 / 1M output tokens) while Ministral 8B does not. Amazon Nova Lite accepts 300K tokens vs 128K, 2.3× 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, Ministral 8B handles text while Amazon Nova Lite handles text, vision, which can be the deciding factor before you even look at benchmarks. Ministral 8B ships open weights (Mistral Research License); Amazon Nova Lite is API-only.
Amazon Nova Lite is the newer of the two, released 2 months after Ministral 8B, which usually means a more recent knowledge cutoff and updated safety post-training. Ministral 8B is usually picked for edge deployment and on device 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 | Ministral 8B | Amazon Nova Lite |
|---|---|---|
| Provider | Mistral | Other |
| Released | Oct 2024 | Dec 2024 |
| Modalities | text | text, vision |
| Context window | 128K tokens | 300K tokens |
| Max output | , | , |
| Input · 1M | Pricing not published | $0.060 / 1M tokens |
| Output · 1M | Pricing not published | $0.24 / 1M tokens |
| Knowledge cutoff | , | , |
| Open weights | Yes (Mistral Research License) | 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, vs $0.540
- Heavy usage, 1M in / 500k out per day, vs $5.40
- RAG workload, 5M in / 200k out per day, vs $10.44
Light usage, 100k in / 50k out per day: pricing not directly comparable (one or both models are missing public per-token rates). Heavy usage, 1M in / 500k out per day: pricing not directly comparable (one or both models are missing public per-token rates). RAG workload, 5M in / 200k out per day: pricing not directly comparable (one or both models are missing public per-token rates).
Estimated spend for the listed models at your usage. Numbers are derived from each model's published per-million-token rates.
- Ministral 8BPricing unavailable
- 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.
Ministral 8B fits when…
- Edge-optimized
- Strong 8B-class quality
- Self-hosting and on-prem requirements, open weights (Mistral Research License).
Amazon Nova Lite fits when…
- Very cheap
- AWS-native
- Multimodal
- Long-context tasks, handles 300K tokens vs 128K for Ministral 8B.
- Multimodal needs covering vision.
Consider Mistral Large 2
Mistral's flagship API model, strong on code and reasoning, EU-friendly hosting.
Frequently asked
Is Ministral 8B or Amazon Nova Lite cheaper?
Per-token pricing isn't published for at least one of these models, check each model's spec page for current rates.Which has the larger context window?
Amazon Nova Lite accepts 300K tokens vs 128K for Ministral 8B.Is Ministral 8B or Amazon Nova Lite better for coding?
Both Ministral 8B 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?
Ministral 8B ships open weights (Mistral Research License). Amazon Nova Lite is API-only.When were Ministral 8B and Amazon Nova Lite released?
Ministral 8B was released by Mistral on 2024-10-16. 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.