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Best LLMs for 24GB GPU in 2026: Qwen, Gemma, Mistral, DeepSeek Compared

By PulseAugur Editorial · [2 sources] ·

For users looking to run large language models locally on a single 24GB GPU in 2026, several capable models offer a balance of performance and VRAM efficiency. The article highlights that modern 20B-35B parameter models, particularly when quantized to Q4_K_M, are ideal for this setup, leaving ample room for context and runtime overhead. Key recommendations include Alibaba's Qwen3.6-27B for all-around coding and agentic tasks, Mistral Small 3.2 24B as a polished daily assistant, and Google DeepMind's Gemma 4 26B for multimodal and multilingual capabilities. AI

IMPACT Guides users on selecting efficient LLMs for local hardware, optimizing performance and VRAM usage for common tasks.

RANK_REASON Article provides a comparative guide on selecting LLMs for specific hardware constraints, functioning as a user-focused tool.

Read on Mastodon — sigmoid.social →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Best LLMs for 24GB GPU in 2026: Qwen, Gemma, Mistral, DeepSeek Compared

COVERAGE [2]

  1. MarkTechPost TIER_1 English(EN) · Michal Sutter ·

    Best Local LLMs You Can Run on a Single 24GB GPU in 2026: Qwen, Gemma, Mistral, DeepSeek Compared

    <p>A single 24GB GPU is the practical floor for serious local inference. This guide compares six open-weight models that fit one card at Q4_K_M. It covers Qwen3.6, Gemma 4, Mistral Small, gpt-oss-20b, and DeepSeek-R1-Distill. Each entry lists VRAM fit, licensing, and the job it d…

  2. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    Looking to run AI locally? These are the best large language models you can run on a single 24GB GPU in 2026, comparing Qwen, Gemma, Mistral and DeepSeek. https

    Looking to run AI locally? These are the best large language models you can run on a single 24GB GPU in 2026, comparing Qwen, Gemma, Mistral and DeepSeek. https://www. marktechpost.com/2026/07/19/be st-local-llms-you-can-run-on-a-single-24gb-gpu-in-2026-qwen-gemma-mistral-deepsee…

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