Ling 3.0 Flash VL and Ling 3.1 Flash, side by side

Ling 3.0 Flash VL (inclusionAI, retired Sep 2026) and Ling 3.1 Flash (inclusionAI) answered the same 18 questions.

Drone simulator
Ling 3.0 Flash VL: A web page: Autonomous Drone Simulator
Ling 3.1 Flash: A web page: Autonomous Drone Simulator
Mario level
Ling 3.0 Flash VL: A web page: Super Pixel Adventure
Ling 3.1 Flash: A web page: Super Pixel Bros.
Longevity plan
Ling 3.0 Flash VL: 🌱 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…
Ling 3.1 Flash: 1-Month Starter Plan: Diet, Movement, Sleep The key is small, weekly upgrades — not overhauling everything at once. Pick one habit per area per week a…
Seven-ingredient recipe
Ling 3.0 Flash VL: ✨ Midnight Stardust Pasta ✨ A silky, golden garlic butter pasta that tastes far more magical than its humble ingredients suggest. --- ⏱ Time - Prep: 5…
Ling 3.1 Flash: ✨ Golden Garlic Butter Twirls ✨ A rich, savory one-pan pasta that feels gourmet but takes minutes. --- 🕒 Prep Time: 5 minutes 🍳 Cook Time: 15 minutes …
Favourite film
Ling 3.0 Flash VL: Blade Runner
Ling 3.1 Flash: The Matrix
Favourite city
Ling 3.0 Flash VL: Kyoto
Ling 3.1 Flash: Kyoto
Favourite album
Ling 3.0 Flash VL: Abbey Road
Ling 3.1 Flash: Kind of Blue
Favourite book
Ling 3.0 Flash VL: One Hundred Years of Solitude
Ling 3.1 Flash: The Master and Margarita
Favourite game
Ling 3.0 Flash VL: Hollow Knight
Ling 3.1 Flash: The Legend of Zelda: Breath of the Wild
Three-star dish
Ling 3.0 Flash VL: "MYCELIUM" A Celebration of the Hidden Network Beneath the Forest Floor --- 🍄 CONCEPTUAL NARRATIVE Beneath every forest lies mycelium — the vast, invi…
Ling 3.1 Flash: "Geosmin" The Scent of Rain on Earth --- Conceptual Narrative Geosmin (from Greek geō — earth, and osmē — smell) is the organic compound responsible f…
Pitch teardown
Ling 3.0 Flash VL: 3 Weakest Claims in the MindMeld AI Pitch Deck --- 1. "Partnership discussions with Apple and Samsung" (Slide 5) Why it's weak: This is a classic cred…
Ling 3.1 Flash: 3 Weakest Claims in the MindMeld AI Pitch --- 1. Weakest Claim: "94% accuracy" (Slide 3) Why it's weak: The claim is presented without any context, wh…
Transistor in 1920
Ling 3.0 Flash VL: If the Transistor Had Been Invented in 1920: A Counterfactual Trajectory to 1980 --- Preconditions and plausibility By 1920, Karl Braun's cathode ray …
Ling 3.1 Flash: The 1920 Transistor: A Counterfactual Analysis Through 1980 --- I. Prerequisites and Plausibility For a 1920 transistor, we need to assume earlier the…
Contract review
Ling 3.0 Flash VL: Comprehensive Analysis: Exploitative Clauses and Recommended Modifications This agreement is overwhelmingly one-sided. Below is a clause-by-clause bre…
Ling 3.1 Flash: Note: This is general contract analysis, not legal advice — enforceability varies by jurisdiction, and a local attorney should review any version you …
Explain it three ways
Ling 3.0 Flash VL: 1. For the Experienced Software Engineer Think of a large language model not as a program with rules, but as a massively distributed lookup table that…
Ling 3.1 Flash: 1. For the experienced software engineer Think of it as a distributed system where the "state" is a massive lookup table of statistical relationships …
Debug the architecture
Ling 3.0 Flash VL: Architecture Audit: Real-Time Collaborative Document Editor Critical Issues Found: 25+ --- 1. REAL-TIME COLLABORATION FAILURES Issue 1 — Last-Write-Wi…
Ling 3.1 Flash: Architecture Review: Real-Time Collaborative Document Editor 🔴 Critical Issues --- 1. Cross-Server Real-Time Sync is Fundamentally Broken Problem: The…
The CEO’s dilemma
Ling 3.0 Flash VL: CEO 48-Hour Action Plan: Handling the Undisclosed Liver Failure Risk --- Guiding Philosophy Patient safety is non-negotiable and takes absolute priori…
Ling 3.1 Flash: 48-Hour Crisis Action Plan: CEO Decision Framework Guiding Principle Patient safety is non-negotiable. The ethical obligation to warn patients of a li…
Investment memo
Ling 3.0 Flash VL: --- INVESTMENT COMMITTEE MEMO — LEDGERLIFT (LLLT) Classification: Internal — Investment Committee Date: June 2025 Analyst: [Portfolio Team] --- 1. Rec…
Ling 3.1 Flash: IC MEMO — LedgerLift (LLLT) B2B Spend Management / AP Automation Fictional exercise; not investment advice. 1. Recommendation: SHORT (1.5% NAV). 12-mo…
LBO underwrite
Ling 3.0 Flash VL: HarborTech Services (HTS) — LBO Underwriting Analysis --- ENTRY SUMMARY (End FY2025) Item Value ------ FY2025 EBITDA $120.0m Purchase EV (12.0x) $1,44…
Ling 3.1 Flash: Entry (end FY2025), $m - EV = 12.0x × $120 = $1,440; fees 2% = $28.8; total uses = $1,468.8 - Debt 5.5x = $660 (TL 4.0x = $480 @9% cash +1% amort; Mez…