What is the difference between Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash?

Gemini 2.5 Flash Preview (thinking) is developed by Google AI while Ling 3.0 Flash is developed by inclusionAI. Gemini 2.5 Flash Preview (thinking) has a 1.0M token context window vs Ling 3.0 Flash's 262K. You can compare their actual outputs across 2 challenges on Rival to see how they differ in practice.

Which is better, Gemini 2.5 Flash Preview (thinking) or Ling 3.0 Flash?

It depends on your use case. Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash 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.

How much does Gemini 2.5 Flash Preview (thinking) cost compared to Ling 3.0 Flash?

Gemini 2.5 Flash Preview (thinking) costs $0.175/M input tokens and Ling 3.0 Flash costs $0.021/M input tokens. Ling 3.0 Flash is $0.15/M cheaper per input. Check their side-by-side outputs on Rival to see if the price difference is justified by quality.

How can I compare Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash on Rival?

This page shows a side-by-side comparison of Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash 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.

Updated Jul 2026

Gemini 2.5 Flash Preview (thinking)vsLing 3.0 Flash

Ling 3.0 Flash is cheaper than Gemini 2.5 Flash Preview (thinking) at $0.021/M vs $0.175/M input tokens.

Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash compared across 2 shared prompts
Spec	Gemini 2.5 Flash Preview (thinking)	Ling 3.0 Flash
Input price	$0.175/M tokens	$0.021/M tokens
Output price	$3.5/M tokens	$0.063/M tokens
Context window	1.0M tokens	262K tokens
Weights	—	Open
Free API (OpenRouter)	No	No
Released	Apr 2025	Jul 2026

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…

Gemini 2.5 Flash Preview (thinking)272 words

Okay, here is a simple, delicious savory recipe using only 7 common pantry ingredients. Dish Name: Sunshine Lentil Soup This is a bright, comforting soup that\'s surprisingly flavorful with just a few staples.

Read the full answer

Ling 3.0 Flash248 words

🍝 Honey Fire Twirls A sticky-sweet, spicy, savory pasta that comes together in minutes. 🧺 Ingredients (7 pantry staples) Spaghetti (or penne) — 8 oz Olive oil — 2 tablespoons Garlic, minced — 4 cloves Honey — 3 tablespoons Soy sauce — 2 tablespoons Red pepper flakes — ½ teaspoon (adjust to taste) Parmesan cheese…

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…

Gemini 2.5 Flash Preview (thinking)867 words

Okay, here is a simple, actionable 1-month plan for a beginner focusing on Diet, Exercise, and Sleep for better health and longevity. Goal: To build foundational, sustainable habits in 3 key health areas over 30 days.

Read the full answer

Ling 3.0 Flash568 words

🌱 Your 1-Month Health & Longevity Starter Plan 🥦 1. Diet — Nourish, Don't Deprive Week 1: Awareness Keep a food journal — just track what you eat (no judgment). This alone builds mindful eating habits. Add, don't subtract — introduce one extra serving of vegetables per meal.

Read the full answer

Our Verdict

Gemini 2.5 Flash Preview (thinking)

Ling 3.0 Flash

Not enough votes to call it. On the specs, nothing separates them.

Ling 3.0 Flash costs 56x less per token.

Too close to call

API pricing

Cost per 1M tokens

Gemini 2.5 Flash Preview (thinking)

Input

$0.17

Output

$3.50

Ling 3.0 Flash

Input

$0.02

8.3× cheaper

Output

$0.06

56× cheaper

Ling 3.0 Flash is cheaper on both: 8.3× input, 56× output.

Where to run it

2 hosts, cheapest first

Gemini 2.5 Flash Preview (thinking)

No hosts listed on OpenRouter.

Ling 3.0 Flash2 hosts

HostInOutContextUptime

Novita$0.02 in$0.06 out262k100% up DeepInfrabf16$0.06 in$0.18 out131k99.7% up

Per million tokens. Prices and uptime via OpenRouter, checked 23 Sep 2026.

Research

What we learned reading every model

FAQ

Common questions

Keep exploring

More comparisons

Same prompt, both answers

Simple 7-Ingredient Recipe

Beginner's Longevity Plan

Cost per 1M tokens

2 hosts, cheapest first

What we learned reading every model

Common questions

What is the difference between Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash?

Which is better, Gemini 2.5 Flash Preview (thinking) or Ling 3.0 Flash?

How much does Gemini 2.5 Flash Preview (thinking) cost compared to Ling 3.0 Flash?

How can I compare Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash on Rival?

More comparisons

Against the newest arrivals

Same lab, same size, long tail

Model pages

Same prompt, both answers

Simple 7-Ingredient Recipe

Beginner's Longevity Plan

Cost per 1M tokens

2 hosts, cheapest first

What we learned reading every model

Common questions

What is the difference between Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash?

Which is better, Gemini 2.5 Flash Preview (thinking) or Ling 3.0 Flash?

How much does Gemini 2.5 Flash Preview (thinking) cost compared to Ling 3.0 Flash?

How can I compare Gemini 2.5 Flash Preview (thinking) and Ling 3.0 Flash on Rival?

More comparisons

Against the newest arrivals

Same lab, same size, long tail

Model pages