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  5. Ling 3.0 Flash VL (free)vsAmazon Nova 2 Lite
Updated Sep 2026

Ling 3.0 Flash VL (free)vsAmazon Nova 2 Lite

Ling 3.0 Flash VL (free) is cheaper than Amazon Nova 2 Lite at $0/M vs $0.5/M input tokens.

Ling 3.0 Flash VL (free) and Amazon Nova 2 Lite compared across 2 shared prompts
SpecLing 3.0 Flash VL (free)Amazon Nova 2 Lite
Input priceFree$0.5/M tokens
Output priceFree$1.5/M tokens
Context window262K tokens1.0M tokens
Weights—Closed
Free API (OpenRouter)Yes (1 provider)No
ReleasedSep 2026Dec 2025
Side by side

Same prompt, both answers

Opening lines from every prompt both answered. Formatting stripped, words untouched.

Simple 7-Ingredient Recipe

Create a simple recipe for a delicious dish (sweet or savory) using only 7 common pantry ingredients. Include a creative name for the dish…

Ling 3.0 Flash VL (free)234 words
✨ Midnight Stardust Pasta ✨ A silky, golden garlic butter pasta that tastes far more magical than its humble ingredients suggest. ⏱ Time Prep: 5 minutes Cook: 12 minutes Total: 17 minutes 🛒 Ingredients (7 Pantry Staples) Spaghetti (8 oz) Butter (4 tbsp) Olive oil (2 tbsp) Garlic (4 cloves, minced) Parmesan cheese (½…
Read the full answer
Amazon Nova 2 Lite350 words
Sunshine Tomato Rice Bowl A vibrant, comforting mix of fluffy rice, tangy tomatoes, and a hint of smoky spice—ready in 30 minutes! Ingredients (7 pantry staples) 1 cup basmati or jasmine rice (or any long-grain rice) 1 can (14 oz) diced tomatoes (drained) 1 small onion, finely chopped 2 garlic cloves, minced 2 tbsp…
Read the full answer

Beginner's Longevity Plan

Outline a simple, actionable 1-month plan for someone starting their journey towards better health and longevity. Focus on 3 key areas…

Ling 3.0 Flash VL (free)493 words
🌱 Your 1-Month Health & Longevity Starter Plan 🥗 Key Area 1: Diet — Nourish Your Body Week 1: Add one extra serving of vegetables to your day (e.g., a handful of spinach in your morning eggs or a side salad at dinner). Week 2: Swap one sugary drink (soda, juice, sweetened coffee) per day for water or herbal tea.
Read the full answer
Amazon Nova 2 Lite756 words
1-Month Health & Longevity Plan Focus: Diet, Exercise, Sleep Goal: Build sustainable, beginner-friendly habits for long-term well-being. Key Principle: Small, consistent steps > drastic changes. Track progress weekly and celebrate wins! Week 1: Foundation Building 1.
Read the full answer
Our Verdict
Ling 3.0 Flash VL (free)
Ling 3.0 Flash VL (free)
Amazon Nova 2 Lite
Amazon Nova 2 LiteRunner-up

Not enough votes to call it. On the specs, Ling 3.0 Flash VL (free) has the edge: bigger model tier, newer.

Too close to call
API pricing

Cost per 1M tokens

Ling 3.0 Flash VL (free)
Input
$0.000
Output
$0.000
Amazon Nova 2 Lite
Input
$0.50
Output
$1.50
Where to run it

2 hosts

Ling 3.0 Flash VL (free)1 host
HostInOutContextUptime
NNovitabf16$0 in·$0 out·262k·100% up
Amazon Nova 2 Lite1 host
HostInOutContextUptime
Amazon Bedrock$0.30 in·$2.50 out·1M·99.4% up

Per million tokens. Prices and uptime via OpenRouter, checked 22 Sep 2026.

Research

What we learned reading every model

FAQ

Common questions

Ling 3.0 Flash VL (free) is developed by inclusionAI while Amazon Nova 2 Lite is developed by Amazon. Ling 3.0 Flash VL (free) has a 262K token context window vs Amazon Nova 2 Lite's 1.0M. You can compare their actual outputs across 2 challenges on Rival to see how they differ in practice.

It depends on your use case. Ling 3.0 Flash VL (free) and Amazon Nova 2 Lite each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 2 challenges so you can judge which fits your needs best.

Ling 3.0 Flash VL (free) costs $0/M input tokens and Amazon Nova 2 Lite costs $0.5/M input tokens. Ling 3.0 Flash VL (free) is $0.50/M cheaper per input. Check their side-by-side outputs on Rival to see if the price difference is justified by quality.

This page shows a side-by-side comparison of Ling 3.0 Flash VL (free) and Amazon Nova 2 Lite across shared challenges. You can vote on which model produced the better output in a blind duel. Browsing and voting are free. No account is needed to look; signing in only saves your votes and likes.

Keep exploring

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Same lab, same size, long tail

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Ling 3.0 Flash VL (free) vs Nex-N2.5-Mini (free)Same size
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Ling 3.0 Flash VL (free) logoNova Premier 1.0 logo
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Model pages

Ling 3.0 Flash VL (free) logo
Ling 3.0 Flash VL (free)18 outputs, specs and price
Amazon Nova 2 Lite logo
Amazon Nova 2 Lite35 outputs, specs and price
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