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New open models

Fresh releases from 25 labs that publish open weights, rated by our engine for general chat on 16 GB laptop, 24 GB GPU, 48 GB Mac and 128 GB AI PC.

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  • Ling-3.1-flash-1019

    inclusionAI · Oct 27, 2026

    572BOpen source
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Does Not Fit
    48 GB Mac
    Does Not Fit
    128 GB AI PC
    Does Not Fit
  • LBS-27B

    inclusionAI · Oct 26, 2026

    0VisionOpen source

    Not rated: [ { "origin": "number", "code": "too_small", "minimum": 0, "inclusive": false, "path": [ "parameterCount" ], "message": "Too small: expected number to be >0" }, { "origin": "number", "code": "too_small", "minimum": 0, "inclusive": false, "path": [ "activeParameterCount" ], "message": "Too small: expected number to be >0" } ]

  • Unlimited-OCR-2

    baidu · Oct 26, 2026

    3.3BVisionOpen source
    16 GB laptop
    Comfortable
    40–70 tok/s
    24 GB GPU
    Excellent
    320–530 tok/s
    48 GB Mac
    Excellent
    95–160 tok/s
    128 GB AI PC
    Excellent
    100–170 tok/s
  • Ling-3.1-flash-base

    inclusionAI · Oct 25, 2026

    572BOpen source
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Does Not Fit
    48 GB Mac
    Does Not Fit
    128 GB AI PC
    Does Not Fit
  • WeVisOne-VL-4B

    tencent · Oct 22, 2026

    4.8BVisionOpen source
    16 GB laptop
    Borderline
    14–25 tok/s
    24 GB GPU
    Excellent
    120–200 tok/s
    48 GB Mac
    Excellent
    30–50 tok/s
    128 GB AI PC
    Excellent
    40–65 tok/s
  • WeVisOne-VL-2B

    tencent · Oct 22, 2026

    2.4BVisionOpen source
    16 GB laptop
    Comfortable
    30–45 tok/s
    24 GB GPU
    Excellent
    230–380 tok/s
    48 GB Mac
    Excellent
    55–95 tok/s
    128 GB AI PC
    Excellent
    75–120 tok/s
  • Ling-3.0-tiny-UBTree

    inclusionAI · Oct 21, 2026 · fine-tune of inclusionAI/Ling-3.0-tiny

    0.2BOpen source
    16 GB laptop
    Comfortable
    150–260 tok/s
    24 GB GPU
    Excellent
    1250–2080 tok/s
    48 GB Mac
    Excellent
    350–580 tok/s
    128 GB AI PC
    Comfortable
    400–660 tok/s
  • Ling-3.0-flash-Sante

    inclusionAI · Oct 19, 2026

    128BOpen source
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Borderline
    10–16 tok/s
    48 GB Mac
    Does Not Fit
    128 GB AI PC
    Excellent
    25–40 tok/s
  • MiniMax-M3.1-Flash

    MiniMaxAI · Oct 17, 2026

    221BVision
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Does Not Fit
    48 GB Mac
    Does Not Fit
    128 GB AI PC
    Does Not Fit
  • DeepSeek-V4.1-Flash-1017

    deepseek-ai · Oct 17, 2026

    763BVisionOpen source
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Does Not Fit
    48 GB Mac
    Does Not Fit
    128 GB AI PC
    Does Not Fit
  • Sentiment-Analysis-7B

    microsoft · Oct 17, 2026 · fine-tune of mistralai/Mistral-7B-Instruct-v0.2

    7.2BOpen source
    16 GB laptop
    Borderline
    13–20 tok/s
    24 GB GPU
    Excellent
    80–130 tok/s
    48 GB Mac
    Excellent
    20–35 tok/s
    128 GB AI PC
    Excellent
    25–45 tok/s
  • NVIDIA-Nemotron-Labs-Dory1.0-4B-MXFP8

    nvidia · Oct 16, 2026

    4B
    16 GB laptop
    Comfortable
    20–35 tok/s
    24 GB GPU
    Excellent
    150–250 tok/s
    48 GB Mac
    Excellent
    40–70 tok/s
    128 GB AI PC
    Excellent
    50–80 tok/s
  • ZwZ2-27B

    inclusionAI · Oct 16, 2026 · fine-tune of Qwen/Qwen3.6-27B

    27BVision
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Excellent
    25–45 tok/s
    48 GB Mac
    Acceptable
    8–13 tok/s
    128 GB AI PC
    Comfortable
    10–17 tok/s
  • Muse-Spark-Open-816B-A42B-DFlash2

    nvidia · Oct 16, 2026 · fine-tune of meta-models/Muse-Spark-Open-816B-A42B

    4.4BVision
    16 GB laptop
    Comfortable
    20–35 tok/s
    24 GB GPU
    Excellent
    140–240 tok/s
    48 GB Mac
    Excellent
    40–70 tok/s
    128 GB AI PC
    Excellent
    45–75 tok/s
  • ZwZ2-9B

    inclusionAI · Oct 16, 2026 · fine-tune of Qwen/Qwen3.5-9B

    9.4BVision
    16 GB laptop
    Borderline
    12–20 tok/s
    24 GB GPU
    Excellent
    65–110 tok/s
    48 GB Mac
    Excellent
    19–30 tok/s
    128 GB AI PC
    Excellent
    20–35 tok/s
  • Hy-Memory-30B-A3B

    tencent · Oct 15, 2026

    30BOpen source
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Excellent
    310–520 tok/s
    48 GB Mac
    Excellent
    75–120 tok/s
    128 GB AI PC
    Excellent
    85–140 tok/s
  • ZwZ2-4B

    inclusionAI · Oct 15, 2026 · fine-tune of Qwen/Qwen3.5-4B

    4.5BVision
    16 GB laptop
    Comfortable
    25–40 tok/s
    24 GB GPU
    Excellent
    130–220 tok/s
    48 GB Mac
    Excellent
    40–65 tok/s
    128 GB AI PC
    Excellent
    40–70 tok/s
  • granite-switch-4.1-8b

    ibm-granite · Oct 14, 2026

    8.8BOpen source
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Excellent
    60–100 tok/s
    48 GB Mac
    Excellent
    18–30 tok/s
    128 GB AI PC
    Excellent
    19–30 tok/s
  • granite-switch-4.1-30b

    ibm-granite · Oct 14, 2026

    30BOpen source
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Excellent
    30–45 tok/s
    48 GB Mac
    Acceptable
    7–11 tok/s
    128 GB AI PC
    Acceptable
    7–11 tok/s
  • UserRepGen-4B

    microsoft · Oct 14, 2026 · fine-tune of Qwen/Qwen3.5-4B

    4.5BOpen source
    16 GB laptop
    Comfortable
    25–40 tok/s
    24 GB GPU
    Excellent
    140–230 tok/s
    48 GB Mac
    Excellent
    40–65 tok/s
    128 GB AI PC
    Excellent
    45–75 tok/s
  • Ling-3.0-flash-UBTree

    inclusionAI · Oct 14, 2026 · fine-tune of inclusionAI/Ling-3.0-flash

    0.5BOpen source
    16 GB laptop
    Comfortable
    65–110 tok/s
    24 GB GPU
    Excellent
    540–900 tok/s
    48 GB Mac
    Excellent
    150–250 tok/s
    128 GB AI PC
    Comfortable
    170–290 tok/s
  • Ling-3.1-flash

    inclusionAI · Oct 13, 2026

    572BOpen source
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Does Not Fit
    48 GB Mac
    Does Not Fit
    128 GB AI PC
    Does Not Fit
  • LFM2.5-24B-A2B

    LiquidAI · Oct 12, 2026 · fine-tune of LiquidAI/LFM2.5-24B-A2B-Base

    24B
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Excellent
    440–740 tok/s
    48 GB Mac
    Excellent
    110–190 tok/s
    128 GB AI PC
    Excellent
    120–200 tok/s
  • LFM2.5-24B-A2B-Base

    LiquidAI · Oct 9, 2026

    24B
    16 GB laptop
    Does Not Fit
    24 GB GPU
    Excellent
    400–670 tok/s
    48 GB Mac
    Excellent
    110–190 tok/s
    128 GB AI PC
    Excellent
    130–210 tok/s
  • Youtu-Parsing-Omni

    tencent · Oct 9, 2026

    5.3BVision

    Rating pending. Open it to rate it live.

  • MiniCPM-V-4.7-35B-A3B

    openbmb · Oct 7, 2026

    35BVisionOpen source

    Rating pending. Open it to rate it live.

  • MiniCPM-V-4.7-1B

    openbmb · Oct 6, 2026

    1.6BVisionOpen source

    Rating pending. Open it to rate it live.

  • AesCode-32B

    microsoft · Sep 29, 2026 · fine-tune of Qwen/Qwen3-VL-32B-Instruct

    33BVisionOpen source

    Rating pending. Open it to rate it live.

  • AesCode-8B

    microsoft · Sep 29, 2026 · fine-tune of Qwen/Qwen3-VL-8B-Instruct

    8.8BVisionOpen source

    Rating pending. Open it to rate it live.

  • MiMo-V2.6-Flash-MOPD

    XiaomiMiMo · Sep 27, 2026

    311BOpen source

    Rating pending. Open it to rate it live.

  • MiMo-V2.6-Pro-MOPD

    XiaomiMiMo · Sep 27, 2026

    1024BOpen source

    Rating pending. Open it to rate it live.

  • Apertus-v1.5-70B-base

    swiss-ai · Sep 23, 2026

    72BVisionOpen source Gated

    Rating pending. Open it to rate it live.

  • Apertus-v1.5-8B-base

    swiss-ai · Sep 23, 2026

    8.8BVisionOpen source Gated

    Rating pending. Open it to rate it live.

  • MiMo-V2.6-Distill-Qwen-9B

    XiaomiMiMo · Sep 21, 2026 · fine-tune of Qwen/Qwen3.5-9B

    9.4BVisionOpen source

    Rating pending. Open it to rate it live.

  • MiMo-V2.6-Flash-RL

    XiaomiMiMo · Sep 21, 2026

    311BOpen source

    Rating pending. Open it to rate it live.

  • MiMo-V2.6-Pro-RL

    XiaomiMiMo · Sep 21, 2026

    1024BOpen source

    Rating pending. Open it to rate it live.

  • Simple-Attention-Sparsification

    tencent · Sep 14, 2026 · fine-tune of Qwen/Qwen3-14B

    Rating pending. Open it to rate it live.

  • AstaBrief_8B_SFT

    allenai · Sep 10, 2026 · fine-tune of Qwen/Qwen3-8B

    Open source

    Rating pending. Open it to rate it live.

  • DeepSeek-V4.1-Flash

    deepseek-ai · Sep 10, 2026

    763BVisionOpen source

    Rating pending. Open it to rate it live.

  • tiny-aya-base-32K

    CohereLabs · Sep 8, 2026

    3.4BNon-commercial Gated

    Rating pending. Open it to rate it live.

We list each lab’s own text and vision-language repositories from the last four months and skip re-packaged copies (GGUF, AWQ, FP8 and similar). Ratings assume a typical setup (Open WebUI, normal background apps); open any model to rate it for your exact machine. Licenses are as declared on the model card.