What is the difference between GPT-5.2 and Ling 3.0 Flash?

GPT-5.2 is developed by OpenAI while Ling 3.0 Flash is developed by inclusionAI. GPT-5.2 has a 400K token context window vs Ling 3.0 Flash's 262K. You can compare their actual outputs across 16 challenges on Rival to see how they differ in practice.

Which is better, GPT-5.2 or Ling 3.0 Flash?

It depends on your use case. GPT-5.2 and Ling 3.0 Flash each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 16 challenges so you can judge which fits your needs best.

How much does GPT-5.2 cost compared to Ling 3.0 Flash?

GPT-5.2 costs $1.75/M input tokens and Ling 3.0 Flash costs $0.021/M input tokens. Ling 3.0 Flash is $1.73/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 GPT-5.2 and Ling 3.0 Flash on Rival?

This page shows a side-by-side comparison of GPT-5.2 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

GPT-5.2vsLing 3.0 Flash

Ling 3.0 Flash is cheaper than GPT-5.2 at $0.021/M vs $1.75/M input tokens.

GPT-5.2 and Ling 3.0 Flash compared across 16 shared prompts
Spec	GPT-5.2	Ling 3.0 Flash
Input price	$1.75/M tokens	$0.021/M tokens
Output price	$14/M tokens	$0.063/M tokens
Context window	400K tokens	262K tokens
Weights	Closed	Open
Free API (OpenRouter)	No	No
Released	Dec 2025	Jul 2026

Side by side

Same prompt, both answers

Opening lines from 2 of the 16 prompts both answered. Formatting stripped, words untouched.

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…

GPT-5.2807 words

Below is a simple, beginner-friendly 1‑month plan built around 3 pillars: Nutrition, Movement, and Recovery (Sleep + Stress). It’s designed to be practical, low-friction, and sustainable.

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

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…

GPT-5.2211 words

Pantry “Golden Garlic Butter Pasta” (7-Ingredient Comfort Bowl) A rich, glossy pasta with garlicky butter and a pop of chili—made entirely from common pantry 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

Our Verdict

GPT-5.2

Ling 3.0 Flash

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

Ling 3.0 Flash costs 222x less per token.

Too close to call

Reviewing agent-written code?See a Brief PR report

API pricing

Cost per 1M tokens

GPT-5.2

Input

$1.75

Output

$14.00

Ling 3.0 Flash

Input

$0.02

83× cheaper

Output

$0.06

222× cheaper

Ling 3.0 Flash is cheaper on both: 83× input, 222× output.

Where to run it

4 hosts, cheapest first

GPT-5.22 hosts

HostInOutContextUptime

Azure AI Foundry$1.75 in$14.00 out400k100% up OpenAI$1.75 in$14.00 out400k99.6% up

Ling 3.0 Flash2 hosts

HostInOutContextUptime

Novita$0.02 in$0.06 out262k100% up DeepInfrabf16$0.06 in$0.18 out131k99.6% up

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

Research

What we learned reading every model

FAQ

Common questions

Keep exploring

More comparisons

Same prompt, both answers

Beginner's Longevity Plan

Simple 7-Ingredient Recipe

Cost per 1M tokens

4 hosts, cheapest first

What we learned reading every model

Common questions

What is the difference between GPT-5.2 and Ling 3.0 Flash?

Which is better, GPT-5.2 or Ling 3.0 Flash?

How much does GPT-5.2 cost compared to Ling 3.0 Flash?

How can I compare GPT-5.2 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

Beginner's Longevity Plan

Simple 7-Ingredient Recipe

Cost per 1M tokens

4 hosts, cheapest first

What we learned reading every model

Common questions

What is the difference between GPT-5.2 and Ling 3.0 Flash?

Which is better, GPT-5.2 or Ling 3.0 Flash?

How much does GPT-5.2 cost compared to Ling 3.0 Flash?

How can I compare GPT-5.2 and Ling 3.0 Flash on Rival?

More comparisons

Against the newest arrivals

Same lab, same size, long tail

Model pages