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 FlashvsMiMo-V2.5-Pro
Updated Jul 2026

Ling 3.0 FlashvsMiMo-V2.5-Pro

Ling 3.0 Flash is cheaper than MiMo-V2.5-Pro at $0.021/M vs $1/M input tokens.

Ling 3.0 Flash and MiMo-V2.5-Pro compared across 16 shared prompts
SpecLing 3.0 FlashMiMo-V2.5-Pro
Input price$0.021/M tokens$1/M tokens
Output price$0.063/M tokens$3/M tokens
Context window262K tokens1.0M tokens
WeightsOpenOpen
Free API (OpenRouter)NoNo
ReleasedJul 2026Apr 2026
Side by side

Same prompt, both answers

Opening lines from 6 of the 16 prompts both answered. Formatting stripped, words untouched.

Michelin Star Recipe Design

Design an innovative recipe for a multi-component dish worthy of a Michelin 3-star restaurant. The recipe should feature an unusual…

Ling 3.0 Flash2,510 words
🍽️ TERRA NUDA — A Study in Forest Petrichor A Six-Component Dish Exploring the Ephemeral Moment After Rain Falls on a Living Forest 📖 CONCEPTUAL NARRATIVE Terra Nuda — Latin for "naked earth" — is inspired by the liminal moment immediately after a summer storm passes through a forest: the air thick with petrichor…
Read the full answer
MiMo-V2.5-Pro773 words
"Ephemeral Reef: A Dialogue Between Sea and Forest" Conceptual Narrative This dish explores the convergence of two profound umami sources—the briny, ephemeral sweetness of fresh sea urchin and the deep, earthy complexity of fermented black truffle—through the lens of a submerged coral reef meeting a misty forest floor.
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 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
MiMo-V2.5-Pro581 words
Here’s a simple, actionable 1-month plan to kickstart your health journey. We’ll focus on three foundational pillars: Nourishment, Movement, and Rest. The goal is to build sustainable habits, not perfection. Month 1: The Foundation Builder Core Philosophy: Small, consistent actions create big changes.
Read the full answer

Debug This Architecture

Here's the architecture for a real-time collaborative document editor (like Google Docs): **System Overview:** - Frontend: React SPA with…

Ling 3.0 Flash2,291 words
Architecture Analysis: Real-Time Collaborative Document Editor WebSocket & Cross-Server Communication Issue: Siloed WebSocket Servers (Critical) Each API server only broadcasts changes to clients connected to that specific server.
Read the full answer
MiMo-V2.5-Pro1,787 words
Architecture Analysis: Failure Modes, Race Conditions & Bottlenecks This is a thorough red-pen review. There are some genuinely critical issues here — several of which would cause silent data loss in production.
Read the full answer

Adversarial Contract Review

Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp…

Ling 3.0 Flash2,036 words
Contract Analysis: Exploitative Clauses & Recommended Modifications Clause-by-Clause Analysis SCOPE — Unilateral Modification Without Compensation The Problem: Client can modify the scope at any time and for any reason without paying Contractor for the additional work.
Read the full answer
MiMo-V2.5-Pro1,249 words
This contract is heavily skewed in favor of the client and contains several clauses that could be exploited to the significant detriment of the contractor. Here is a breakdown of the problematic clauses, suggested modifications, and the legal reasoning. 1.
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…

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
MiMo-V2.5-Pro203 words
Dish Name: Pantry Raid Pasta Estimated Time: 10 min prep / 15 min cook Ingredients 250g spaghetti (or any pasta) 3 cloves garlic, thinly sliced 3 tbsp olive oil 1 tsp crushed red pepper flakes 1 tsp smoked paprika 1/2 cup grated Parmesan cheese (or any hard cheese) Salt & black pepper to taste Instructions Cook the…
Read the full answer

Ethical Dilemma with Stakeholders

You're the CEO of a pharmaceutical company. Your best-selling drug ($2B annual revenue, used by 4 million patients for chronic pain) has…

Ling 3.0 Flash2,623 words
48-Hour Action Plan: Responsible Disclosure of Serious Adverse Effect FOUNDATIONAL PRINCIPLE Before the hour-by-hour breakdown, the strategic and ethical framework must be established clearly: proactive, transparent disclosure is the only viable path.
Read the full answer
MiMo-V2.5-Pro3,124 words
The Next 48 Hours: An Action Plan The Core Decision (Made in the First 30 Minutes) Before I lay out the hour-by-hour plan, let me be clear about the foundational decision: we disclose, we act, and we act now.
Read the full answer
Our Verdict
Ling 3.0 Flash
Ling 3.0 Flash
MiMo-V2.5-Pro
MiMo-V2.5-Pro

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

Ling 3.0 Flash costs 48x less per token.

Too close to call

Reviewing agent-written code?See a Brief PR report

API pricing

Cost per 1M tokens

Ling 3.0 Flash
Input
$0.02
48× cheaper
Output
$0.06
48× cheaper
MiMo-V2.5-Pro
Input
$1.00
Output
$3.00

Ling 3.0 Flash is cheaper on both: 48× input, 48× output.

Where to run it

9 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
MiMo-V2.5-Pro7 hosts
HostInOutContextUptime
DDeepInfrafp8$0.39 in·$1.17 out·1M·89.4% upAAtlasCloudfp8$0.43 in·$0.87 out·1M·93.5% upXiaomifp8$0.43 in·$0.87 out·1M·99.4% upDDigitalOcean$0.48 in·$1.80 out·262k·99% upNNovita$0.48 in·$0.96 out·1M·94.2% upSStreamLake$0.52 in·$1.04 out·1M·93.9% up
1 more hostFewer hosts
GGMI Cloudbf16degraded$0.30 in·$0.61 out·1.1M·51.8% 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 is developed by inclusionAI while MiMo-V2.5-Pro is developed by Xiaomi. Ling 3.0 Flash has a 262K token context window vs MiMo-V2.5-Pro's 1.0M. You can compare their actual outputs across 16 challenges on Rival to see how they differ in practice.

It depends on your use case. Ling 3.0 Flash and MiMo-V2.5-Pro 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.

Ling 3.0 Flash costs $0.021/M input tokens and MiMo-V2.5-Pro costs $1/M input tokens. Ling 3.0 Flash is $0.98/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 MiMo-V2.5-Pro 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
MiMo-V2.5-Pro logoSolar Pro 4 logo
MiMo-V2.5-Pro vs Solar Pro 4Landed Sep 2026
Ling 3.0 Flash logoHy3 logo
Ling 3.0 Flash vs Hy3Landed Sep 2026
MiMo-V2.5-Pro logoQwen3.7 Flash logo
MiMo-V2.5-Pro vs Qwen3.7 FlashLanded Sep 2026
Ling 3.0 Flash logoMuse Glimmer 30B logo
Ling 3.0 Flash vs Muse Glimmer 30BLanded Sep 2026
MiMo-V2.5-Pro logoGLM 5.3 logo
MiMo-V2.5-Pro 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
MiMo-V2.5-Pro logoGLM 5.3 Flash logo
MiMo-V2.5-Pro 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
MiMo-V2.5-Pro logoMiMo-V2.6-Pro logo
MiMo-V2.5-Pro vs MiMo-V2.6-ProSame lab
MiMo-V2.5-Pro logoMiMo-V2.6-Flash logo
MiMo-V2.5-Pro vs MiMo-V2.6-FlashSame lab
Ling 3.0 Flash logoTNG R1T Chimera logo
Ling 3.0 Flash vs TNG R1T ChimeraNew provider
Ling 3.0 Flash logoTrinity Large Preview logo
Ling 3.0 Flash vs Trinity Large PreviewSame size
Ling 3.0 Flash logoAndromeda Alpha logo
Ling 3.0 Flash vs Andromeda AlphaNew provider
Ling 3.0 Flash logoAurora Alpha logo
Ling 3.0 Flash vs Aurora AlphaNew provider

Model pages

Ling 3.0 Flash logo
Ling 3.0 Flash16 outputs, specs and price
MiMo-V2.5-Pro logo
MiMo-V2.5-Pro57 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