// head_to_head
Nova 2 Lite vs MiniMax M3.1 Flash
Published LiveBench scores across all seven categories, live list pricing, context windows, and the measured cost of a point of capability — for both models, side by side.
MiniMax M3.1 Flash is the cheaper of the two; neither can be ranked on quality here.
Nova 2 Lite does not have a published LiveBench run, so this comparison covers price, context and declared capabilities only. A missing score means "not evaluated", not "worse" — the right way to separate these two is an eval on your own workload.
amazon
Nova 2 Lite
- Blended / 1M
- $0.850
- Context
- 1M
- Released
- Dec 2, 2025
- Overall score
- Not evaluated
minimax
MiniMax M3.1 Flash
- Blended / 1M
- $0.262
- Context
- 1.0M
- Released
- Oct 19, 2026
- Overall score
- 66.9
Specs and pricing
| Metric | Nova 2 Lite | MiniMax M3.1 Flash |
|---|---|---|
| LiveBench overall Weighted mean of the seven LiveBench category scores, 0–100. Higher is better. | — | 66.9 |
| Cost per point Measured benchmark spend divided by overall score — dollars per point of capability. | — | $0.0015 |
| Blended price / 1M 3:1 input:output mix, the usual shape of production traffic. | $0.850 | $0.262win |
| Input price / 1M | $0.300 | $0.150win |
| Output price / 1M | $2.50 | $0.600win |
| Cached input / 1M Price of an input token served from the prompt cache, where the provider publishes one. | — | $0.015 |
| Context window | 1M | 1.0M |
| Max output tokens | 66K | 524Kwin |
Benchmarks by category
An overall score averages away the thing you probably care about. These are the seven LiveBench categories scored separately — Nova 2 Lite on top, MiniMax M3.1 Flash below, both out of 100.
What each one costs to run
Per-token prices are hard to feel. These are monthly list costs for both models across five workload shapes, using each provider's published cached-input rate where there is one.
| Workload | Nova 2 Lite | MiniMax M3.1 Flash |
|---|---|---|
| Support chatbot 1.2K in / 400 out × 200K requests | $272.00/mo | $74.28/mo |
| RAG assistant 8K in / 600 out × 100K requests | $390.00/mo | $102.00/mo |
| Coding agent 40K in / 4K out × 20K requests | $440.00/mo | $92.40/mo |
| Document extraction 20K in / 1.5K out × 50K requests | $487.50/mo | $188.25/mo |
| Bulk classification 500 in / 20 out × 5M requests | $1,000/mo | $367.50/mo |
Which should you pick?
You are cost-constrained
MiniMax M3.1 Flash
Cheaper on blended list price at $0.262 per million tokens.
Nova 2 Lite vs MiniMax M3.1 Flash FAQ
Which is better, Nova 2 Lite or MiniMax M3.1 Flash?
MiniMax M3.1 Flash is the cheaper of the two; neither can be ranked on quality here. Nova 2 Lite does not have a published LiveBench run, so this comparison covers price, context and declared capabilities only. A missing score means "not evaluated", not "worse" — the right way to separate these two is an eval on your own workload.
Is Nova 2 Lite cheaper than MiniMax M3.1 Flash?
MiniMax M3.1 Flash is cheaper. On a 3:1 input:output blend, Nova 2 Lite lists at $0.850 per million tokens and MiniMax M3.1 Flash at $0.262 — MiniMax M3.1 Flash is 3.2× cheaper. Input and output are priced separately — Nova 2 Lite charges $0.300 in and $2.50 out, MiniMax M3.1 Flash charges $0.150 and $0.600 — so the model that looks cheaper flips depending on how output-heavy your workload is.
Does Nova 2 Lite or MiniMax M3.1 Flash have a bigger context window?
They are effectively the same — 1M for Nova 2 Lite and 1.0M for MiniMax M3.1 Flash.
Do Nova 2 Lite and MiniMax M3.1 Flash support prompt caching?
MiniMax M3.1 Flash publishes a cached-input rate of $0.015 per million tokens against a full input rate of $0.150. The catalogue lists no separate cached rate for Nova 2 Lite, which means the provider does not price it separately here — not that caching is unavailable.
Related comparisons
How these numbers are produced
- Price — provider list price from OpenRouter, refreshed every 15 minutes. “Blended” is a 3:1 input:output mix.
- Scores — LiveBench release 2026-10-25, using their own category map. Each model shows its strongest published run. A blank means “not evaluated”, never “bad”.
- Cost per point — the measured dollars LiveBench spent on the run, divided by the score it earned.
- “Win” — awarded only past a threshold: one full point on a benchmark score, 10% on a price, 25% on a context window. Anything tighter reports as a tie, because effort settings alone move a LiveBench score by more than that.
Published benchmarks rank models on someone else's tasks. Before committing, see LLM & agent evaluation for building an eval on your own.