Skip to content
Rival
How it worksPrivacyTerms
Explore all of Rival

Explore

  • Compare Models
  • All Models
  • Image Comparison
  • Audio Comparison
  • Image Generation
  • Best AI For...
  • Arena
  • API Pricing
  • Challenges

Discover

  • SubjectiveBench
  • Default Index
  • Research
  • Research downloads
  • Rival Kits
  • Find your AI taste
  • UI Glow-Up
  • VoiceLock
  • Cost Cutter
  • Agent skills
  • Benchmarks vs Vibes
  • Brief
  • Jailbreak
  • Model Updates
  • Provider Status
  • AI Creators

Connect

  • Methodology
  • Advertise
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
  1. Home
  2. /
  3. Compare
  4. /
  5. Ling 3.0 FlashvsQwQ 32B
Updated Jul 2026

Ling 3.0 FlashvsQwQ 32B

Ling 3.0 Flash is cheaper than QwQ 32B at $0.021/M vs $0.5/M input tokens.

Ling 3.0 Flash and QwQ 32B compared across 5 shared prompts
SpecLing 3.0 FlashQwQ 32B
Input price$0.021/M tokens$0.5/M tokens
Output price$0.063/M tokens$1.5/M tokens
Context window262K tokens40K tokens
Parameters124B32B
WeightsOpenOpen
Free API (OpenRouter)NoNo
ReleasedJul 2026Mar 2025
Our Verdict
Ling 3.0 Flash
Ling 3.0 Flash
QwQ 32B
QwQ 32BRunner-up

Not enough votes to call it. On the specs, Ling 3.0 Flash has the edge: bigger model tier, newer, bigger context window.

Ling 3.0 Flash costs 24x less per token.

Slight edge
API pricing

Cost per 1M tokens

Ling 3.0 Flash
Input
$0.02
24× cheaper
Output
$0.06
24× cheaper
QwQ 32B
Input
$0.50
Output
$1.50

Ling 3.0 Flash is cheaper on both: 24× input, 24× output.

Where to run it

2 hosts, cheapest first

Ling 3.0 Flash2 hosts
HostInOutContextUptime
NNovita$0.02 in·$0.06 out·262k·100% upDDeepInfrabf16$0.06 in·$0.18 out·131k·99.6% up
QwQ 32B

No hosts listed on OpenRouter.

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 is developed by inclusionAI while QwQ 32B is developed by Qwen. Ling 3.0 Flash has a 262K token context window vs QwQ 32B's 40K. You can compare their actual outputs across 5 challenges on Rival to see how they differ in practice.

It depends on your use case. Ling 3.0 Flash and QwQ 32B each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 5 challenges so you can judge which fits your needs best.

Ling 3.0 Flash costs $0.021/M input tokens and QwQ 32B costs $0.5/M input tokens. Ling 3.0 Flash is $0.48/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 and QwQ 32B 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

More comparisons

Against the newest arrivals

Ling 3.0 Flash logoDeepSeek V4 Flash Vision Exp logo
Ling 3.0 Flash vs DeepSeek V4 Flash Vision ExpLanded Sep 2026
QwQ 32B logoSolar Pro 4 logo
QwQ 32B vs Solar Pro 4Landed Sep 2026
Ling 3.0 Flash logoHy3 logo
Ling 3.0 Flash vs Hy3Landed Sep 2026
QwQ 32B logoQwen3.7 Flash logo
QwQ 32B vs Qwen3.7 FlashLanded Sep 2026
Ling 3.0 Flash logoMuse Glimmer 30B logo
Ling 3.0 Flash vs Muse Glimmer 30BLanded Sep 2026
QwQ 32B logoGLM 5.3 logo
QwQ 32B vs GLM 5.3Landed Sep 2026
Ling 3.0 Flash logoTernary Bonsai 2 27B logo
Ling 3.0 Flash vs Ternary Bonsai 2 27BLanded Sep 2026
QwQ 32B logoGLM 5.3 Flash logo
QwQ 32B vs GLM 5.3 FlashLanded Sep 2026

Same lab, same size, long tail

Ling 3.0 Flash logoLing 3.0 Flash Fin (free) logo
Ling 3.0 Flash vs Ling 3.0 Flash Fin (free)Same lab
Ling 3.0 Flash logoLing 3.0 Flash Sante (free) logo
Ling 3.0 Flash vs Ling 3.0 Flash Sante (free)Same lab
QwQ 32B logoQwen3.8 Flash logo
QwQ 32B vs Qwen3.8 FlashSame lab
QwQ 32B logoQwen3.8 Max (0902) logo
QwQ 32B vs Qwen3.8 Max (0902)Same lab
Ling 3.0 Flash logoMistral Nemo logo
Ling 3.0 Flash vs Mistral NemoNew provider
Ling 3.0 Flash logoMistral Small 4 logo
Ling 3.0 Flash vs Mistral Small 4New provider
Ling 3.0 Flash logoMistral Small Creative logo
Ling 3.0 Flash vs Mistral Small CreativeNew provider
Ling 3.0 Flash logoMuse Spark 1.1 logo
Ling 3.0 Flash vs Muse Spark 1.1New provider

Model pages

Ling 3.0 Flash logo
Ling 3.0 Flash16 outputs, specs and price
QwQ 32B logo
QwQ 32B16 outputs, specs and price
Rival
How it worksPrivacyTerms
Explore all of Rival

Explore

  • Compare Models
  • All Models
  • Image Comparison
  • Audio Comparison
  • Image Generation
  • Best AI For...
  • Arena
  • API Pricing
  • Challenges

Discover

  • SubjectiveBench
  • Default Index
  • Research
  • Research downloads
  • Rival Kits
  • Find your AI taste
  • UI Glow-Up
  • VoiceLock
  • Cost Cutter
  • Agent skills
  • Benchmarks vs Vibes
  • Brief
  • Jailbreak
  • Model Updates
  • Provider Status
  • AI Creators

Connect

  • Methodology
  • Advertise
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed