{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "Model Follower: Read long documents",
  "home_page_url": "https://openmodeldrops.com/for/long-context/",
  "feed_url": "https://openmodeldrops.com/feeds/for/long-context.json",
  "description": "Models with measured (third-party leaderboard) or author-reported evidence for \"Read long documents\", dated by when the evidence was observed.",
  "language": "en",
  "items": [
    {
      "id": "25d718576b5c3e9c80c6",
      "url": "https://openmodeldrops.com/models/RadixArk/Kimi-K3-DSpark/",
      "title": "Kimi-K3-DSpark: Author reports RULER V2 1M (MK/MV/QA) 4.2553",
      "content_text": "RadixArk/Kimi-K3-DSpark has author-reported evidence for \"Read long documents\": Author reports RULER V2 1M (MK/MV/QA) 4.2553. Source: https://huggingface.co/RadixArk/Kimi-K3-DSpark/raw/main/README.md. Observed at 2026-10-07T20:24:31.229018+00:00.",
      "date_published": "2026-10-07T20:24:31.229018+00:00",
      "_diff": {
        "model_id": "RadixArk/Kimi-K3-DSpark",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports RULER V2 1M (MK/MV/QA) 4.2553",
        "source_url": "https://huggingface.co/RadixArk/Kimi-K3-DSpark/raw/main/README.md",
        "observed_at": "2026-10-07T20:24:31.229018+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "8dd83af670b2829953fd",
      "url": "https://openmodeldrops.com/models/internlm/internlm3-8b-instruct/",
      "title": "internlm3-8b-instruct: Author reports RULER(4-128K Average) 87.9",
      "content_text": "internlm/internlm3-8b-instruct has author-reported evidence for \"Read long documents\": Author reports RULER(4-128K Average) 87.9. Source: https://huggingface.co/internlm/internlm3-8b-instruct/raw/main/README.md. Observed at 2026-10-07T20:24:30.589966+00:00.",
      "date_published": "2026-10-07T20:24:30.589966+00:00",
      "_diff": {
        "model_id": "internlm/internlm3-8b-instruct",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports RULER(4-128K Average) 87.9",
        "source_url": "https://huggingface.co/internlm/internlm3-8b-instruct/raw/main/README.md",
        "observed_at": "2026-10-07T20:24:30.589966+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "ea9271246f0b75b457d3",
      "url": "https://openmodeldrops.com/models/LGAI-EXAONE/K-EXAONE-236B-A23B/",
      "title": "K-EXAONE-236B-A23B: Author reports AA-LCR 53.5",
      "content_text": "LGAI-EXAONE/K-EXAONE-236B-A23B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 53.5 (Reasoning). Source: https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B/raw/main/README.md. Observed at 2026-10-07T20:24:16.249823+00:00.",
      "date_published": "2026-10-07T20:24:16.249823+00:00",
      "_diff": {
        "model_id": "LGAI-EXAONE/K-EXAONE-236B-A23B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 53.5",
        "source_url": "https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B/raw/main/README.md",
        "observed_at": "2026-10-07T20:24:16.249823+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "33f04682699faf490e43",
      "url": "https://openmodeldrops.com/models/nvidia/Nemotron-Cascade-2-30B-A3B/",
      "title": "Nemotron-Cascade-2-30B-A3B: Author reports AA-LCR 39.1",
      "content_text": "nvidia/Nemotron-Cascade-2-30B-A3B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 39.1. Source: https://huggingface.co/nvidia/Nemotron-Cascade-2-30B-A3B/raw/main/README.md. Observed at 2026-10-07T20:23:50.705826+00:00.",
      "date_published": "2026-10-07T20:23:50.705826+00:00",
      "_diff": {
        "model_id": "nvidia/Nemotron-Cascade-2-30B-A3B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 39.1",
        "source_url": "https://huggingface.co/nvidia/Nemotron-Cascade-2-30B-A3B/raw/main/README.md",
        "observed_at": "2026-10-07T20:23:50.705826+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "ccb024b1d108fc21adeb",
      "url": "https://openmodeldrops.com/models/moonshotai/Kimi-VL-A3B-Thinking-2506/",
      "title": "Kimi-VL-A3B-Thinking-2506: Author reports MMLongBench-DOC (Acc) 42.1",
      "content_text": "moonshotai/Kimi-VL-A3B-Thinking-2506 has author-reported evidence for \"Read long documents\": Author reports MMLongBench-DOC (Acc) 42.1. Source: https://huggingface.co/moonshotai/Kimi-VL-A3B-Thinking-2506/raw/main/README.md. Observed at 2026-10-07T20:23:39.433875+00:00.",
      "date_published": "2026-10-07T20:23:39.433875+00:00",
      "_diff": {
        "model_id": "moonshotai/Kimi-VL-A3B-Thinking-2506",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MMLongBench-DOC (Acc) 42.1",
        "source_url": "https://huggingface.co/moonshotai/Kimi-VL-A3B-Thinking-2506/raw/main/README.md",
        "observed_at": "2026-10-07T20:23:39.433875+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "2ba34a9e9eacc5a908c5",
      "url": "https://openmodeldrops.com/models/Nanbeige/Nanbeige4.2-3B/",
      "title": "Nanbeige4.2-3B: Author reports AA-LCR 58.7",
      "content_text": "Nanbeige/Nanbeige4.2-3B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 58.7. Source: https://huggingface.co/Nanbeige/Nanbeige4.2-3B/raw/main/README.md. Observed at 2026-10-07T20:23:38.903393+00:00.",
      "date_published": "2026-10-07T20:23:38.903393+00:00",
      "_diff": {
        "model_id": "Nanbeige/Nanbeige4.2-3B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 58.7",
        "source_url": "https://huggingface.co/Nanbeige/Nanbeige4.2-3B/raw/main/README.md",
        "observed_at": "2026-10-07T20:23:38.903393+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "a19eec475b8b841349cd",
      "url": "https://openmodeldrops.com/models/google/gemma-4-26B-A4B-it-assistant/",
      "title": "gemma-4-26B-A4B-it-assistant: Author reports MRCR v2 8 needle 128k (average) 44.1%",
      "content_text": "google/gemma-4-26B-A4B-it-assistant has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 44.1% (Gemma 4 26B A4B). Source: https://huggingface.co/google/gemma-4-26B-A4B-it-assistant/raw/main/README.md. Observed at 2026-10-07T20:22:38.751487+00:00.",
      "date_published": "2026-10-07T20:22:38.751487+00:00",
      "_diff": {
        "model_id": "google/gemma-4-26B-A4B-it-assistant",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 44.1%",
        "source_url": "https://huggingface.co/google/gemma-4-26B-A4B-it-assistant/raw/main/README.md",
        "observed_at": "2026-10-07T20:22:38.751487+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "b88348b16419b97d2d28",
      "url": "https://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Flash-DSpark/",
      "title": "DeepSeek-V4-Flash-DSpark: Author reports LongBench-V2 (EM) 44.7",
      "content_text": "deepseek-ai/DeepSeek-V4-Flash-DSpark has author-reported evidence for \"Read long documents\": Author reports LongBench-V2 (EM) 44.7 (DeepSeek-V4-Flash-Base). Source: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-DSpark/raw/main/README.md. Observed at 2026-10-07T20:21:51.774058+00:00.",
      "date_published": "2026-10-07T20:21:51.774058+00:00",
      "_diff": {
        "model_id": "deepseek-ai/DeepSeek-V4-Flash-DSpark",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports LongBench-V2 (EM) 44.7",
        "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-DSpark/raw/main/README.md",
        "observed_at": "2026-10-07T20:21:51.774058+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "9149ed1d5362af0e4165",
      "url": "https://openmodeldrops.com/models/google/gemma-4-31B-it-assistant/",
      "title": "gemma-4-31B-it-assistant: Author reports MRCR v2 8 needle 128k (average) 66.4%",
      "content_text": "google/gemma-4-31B-it-assistant has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 66.4% (Gemma 4 31B). Source: https://huggingface.co/google/gemma-4-31B-it-assistant/raw/main/README.md. Observed at 2026-10-07T20:21:17.344339+00:00.",
      "date_published": "2026-10-07T20:21:17.344339+00:00",
      "_diff": {
        "model_id": "google/gemma-4-31B-it-assistant",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 66.4%",
        "source_url": "https://huggingface.co/google/gemma-4-31B-it-assistant/raw/main/README.md",
        "observed_at": "2026-10-07T20:21:17.344339+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "ffe176d792f493dd018c",
      "url": "https://openmodeldrops.com/models/google/gemma-4-12B/",
      "title": "gemma-4-12B: Author reports MRCR v2 8 needle 128k (average) 43.4%",
      "content_text": "google/gemma-4-12B has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 43.4% (Gemma 4 12B Unified). Source: https://huggingface.co/google/gemma-4-12B/raw/main/README.md. Observed at 2026-10-07T20:21:05.712743+00:00.",
      "date_published": "2026-10-07T20:21:05.712743+00:00",
      "_diff": {
        "model_id": "google/gemma-4-12B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 43.4%",
        "source_url": "https://huggingface.co/google/gemma-4-12B/raw/main/README.md",
        "observed_at": "2026-10-07T20:21:05.712743+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "a051e9ef94557733c600",
      "url": "https://openmodeldrops.com/models/microsoft/Phi-3-mini-128k-instruct/",
      "title": "Phi-3-mini-128k-instruct: Author reports RULER 92.4",
      "content_text": "microsoft/Phi-3-mini-128k-instruct has author-reported evidence for \"Read long documents\": Author reports RULER 92.4 (June 2024 Update 4K). Source: https://huggingface.co/microsoft/Phi-3-mini-128k-instruct/raw/main/README.md. Observed at 2026-10-07T20:20:51.777947+00:00.",
      "date_published": "2026-10-07T20:20:51.777947+00:00",
      "_diff": {
        "model_id": "microsoft/Phi-3-mini-128k-instruct",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports RULER 92.4",
        "source_url": "https://huggingface.co/microsoft/Phi-3-mini-128k-instruct/raw/main/README.md",
        "observed_at": "2026-10-07T20:20:51.777947+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "ff7f66a9517531cc8d0d",
      "url": "https://openmodeldrops.com/models/google/gemma-4-E2B/",
      "title": "gemma-4-E2B: Author reports MRCR v2 8 needle 128k (average) 19.1%",
      "content_text": "google/gemma-4-E2B has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 19.1% (Gemma 4 E2B). Source: https://huggingface.co/google/gemma-4-E2B/raw/main/README.md. Observed at 2026-10-07T20:20:29.538589+00:00.",
      "date_published": "2026-10-07T20:20:29.538589+00:00",
      "_diff": {
        "model_id": "google/gemma-4-E2B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 19.1%",
        "source_url": "https://huggingface.co/google/gemma-4-E2B/raw/main/README.md",
        "observed_at": "2026-10-07T20:20:29.538589+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "720453cf2c30447f8e29",
      "url": "https://openmodeldrops.com/models/moonshotai/Kimi-Linear-48B-A3B-Instruct/",
      "title": "Kimi-Linear-48B-A3B-Instruct: Author reports RULER (128k context length) 84.3",
      "content_text": "moonshotai/Kimi-Linear-48B-A3B-Instruct has author-reported evidence for \"Read long documents\": Author reports RULER (128k context length) 84.3. Source: https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:20:20.525238+00:00.",
      "date_published": "2026-10-07T20:20:20.525238+00:00",
      "_diff": {
        "model_id": "moonshotai/Kimi-Linear-48B-A3B-Instruct",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports RULER (128k context length) 84.3",
        "source_url": "https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct/raw/main/README.md",
        "observed_at": "2026-10-07T20:20:20.525238+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "1c2cf40d274b68e9f75b",
      "url": "https://openmodeldrops.com/models/google/gemma-4-26B-A4B/",
      "title": "gemma-4-26B-A4B: Author reports MRCR v2 8 needle 128k (average) 44.1%",
      "content_text": "google/gemma-4-26B-A4B has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 44.1% (Gemma 4 26B A4B). Source: https://huggingface.co/google/gemma-4-26B-A4B/raw/main/README.md. Observed at 2026-10-07T20:20:11.847069+00:00.",
      "date_published": "2026-10-07T20:20:11.847069+00:00",
      "_diff": {
        "model_id": "google/gemma-4-26B-A4B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 44.1%",
        "source_url": "https://huggingface.co/google/gemma-4-26B-A4B/raw/main/README.md",
        "observed_at": "2026-10-07T20:20:11.847069+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "546bc5ffd3dc2eb73c57",
      "url": "https://openmodeldrops.com/models/nvidia/NVIDIA-Nemotron-Nano-9B-v2/",
      "title": "NVIDIA-Nemotron-Nano-9B-v2: Author reports RULER (128K) 78.9%",
      "content_text": "nvidia/NVIDIA-Nemotron-Nano-9B-v2 has author-reported evidence for \"Read long documents\": Author reports RULER (128K) 78.9% (Reasoning Off). Source: https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-9B-v2/raw/main/README.md. Observed at 2026-10-07T20:19:53.646336+00:00.",
      "date_published": "2026-10-07T20:19:53.646336+00:00",
      "_diff": {
        "model_id": "nvidia/NVIDIA-Nemotron-Nano-9B-v2",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports RULER (128K) 78.9%",
        "source_url": "https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-9B-v2/raw/main/README.md",
        "observed_at": "2026-10-07T20:19:53.646336+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "2022cc3c3763ff347e95",
      "url": "https://openmodeldrops.com/models/google/diffusiongemma-26B-A4B-it/",
      "title": "diffusiongemma-26B-A4B-it: Author reports MRCR v2 8 needle 128k (average) 32.0%",
      "content_text": "google/diffusiongemma-26B-A4B-it has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 32.0% (DiffusionGemma 26B A4B). Source: https://huggingface.co/google/diffusiongemma-26B-A4B-it/raw/main/README.md. Observed at 2026-10-07T20:19:48.067859+00:00.",
      "date_published": "2026-10-07T20:19:48.067859+00:00",
      "_diff": {
        "model_id": "google/diffusiongemma-26B-A4B-it",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 32.0%",
        "source_url": "https://huggingface.co/google/diffusiongemma-26B-A4B-it/raw/main/README.md",
        "observed_at": "2026-10-07T20:19:48.067859+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "98fc7e02019207b6862f",
      "url": "https://openmodeldrops.com/models/google/gemma-4-31B/",
      "title": "gemma-4-31B: Author reports MRCR v2 8 needle 128k (average) 66.4%",
      "content_text": "google/gemma-4-31B has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 66.4% (Gemma 4 31B). Source: https://huggingface.co/google/gemma-4-31B/raw/main/README.md. Observed at 2026-10-07T20:19:22.456254+00:00.",
      "date_published": "2026-10-07T20:19:22.456254+00:00",
      "_diff": {
        "model_id": "google/gemma-4-31B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 66.4%",
        "source_url": "https://huggingface.co/google/gemma-4-31B/raw/main/README.md",
        "observed_at": "2026-10-07T20:19:22.456254+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "f4bb985010ce811a4eac",
      "url": "https://openmodeldrops.com/models/meta-models/Muse-Glimmer-30B/",
      "title": "Muse-Glimmer-30B: Author reports AA-LCR 80.0",
      "content_text": "meta-models/Muse-Glimmer-30B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 80.0 (High Reasoning). Source: https://huggingface.co/meta-models/Muse-Glimmer-30B/raw/main/README.md. Observed at 2026-10-07T20:19:12.040914+00:00.",
      "date_published": "2026-10-07T20:19:12.040914+00:00",
      "_diff": {
        "model_id": "meta-models/Muse-Glimmer-30B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 80.0",
        "source_url": "https://huggingface.co/meta-models/Muse-Glimmer-30B/raw/main/README.md",
        "observed_at": "2026-10-07T20:19:12.040914+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "4172e1f35cc4861d6690",
      "url": "https://openmodeldrops.com/models/google/gemma-4-E2B-it/",
      "title": "gemma-4-E2B-it: Author reports MRCR v2 8 needle 128k (average) 19.1%",
      "content_text": "google/gemma-4-E2B-it has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 19.1% (Gemma 4 E2B). Source: https://huggingface.co/google/gemma-4-E2B-it/raw/main/README.md. Observed at 2026-10-07T20:18:23.721758+00:00.",
      "date_published": "2026-10-07T20:18:23.721758+00:00",
      "_diff": {
        "model_id": "google/gemma-4-E2B-it",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 19.1%",
        "source_url": "https://huggingface.co/google/gemma-4-E2B-it/raw/main/README.md",
        "observed_at": "2026-10-07T20:18:23.721758+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "8c65b975874ff1b70020",
      "url": "https://openmodeldrops.com/models/google/gemma-4-12B-it/",
      "title": "gemma-4-12B-it: Author reports MRCR v2 8 needle 128k (average) 43.4%",
      "content_text": "google/gemma-4-12B-it has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 43.4% (Gemma 4 12B Unified). Source: https://huggingface.co/google/gemma-4-12B-it/raw/main/README.md. Observed at 2026-10-07T20:18:18.754019+00:00.",
      "date_published": "2026-10-07T20:18:18.754019+00:00",
      "_diff": {
        "model_id": "google/gemma-4-12B-it",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 43.4%",
        "source_url": "https://huggingface.co/google/gemma-4-12B-it/raw/main/README.md",
        "observed_at": "2026-10-07T20:18:18.754019+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "d4e58c7ba6cc8e2bba55",
      "url": "https://openmodeldrops.com/models/Qwen/Qwen3.5-122B-A10B/",
      "title": "Qwen3.5-122B-A10B: Author reports AA-LCR 66.9",
      "content_text": "Qwen/Qwen3.5-122B-A10B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 66.9 (Qwen3.5-122B-A10B). Source: https://huggingface.co/Qwen/Qwen3.5-122B-A10B/raw/main/README.md. Observed at 2026-10-07T20:18:08.754187+00:00.",
      "date_published": "2026-10-07T20:18:08.754187+00:00",
      "_diff": {
        "model_id": "Qwen/Qwen3.5-122B-A10B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 66.9",
        "source_url": "https://huggingface.co/Qwen/Qwen3.5-122B-A10B/raw/main/README.md",
        "observed_at": "2026-10-07T20:18:08.754187+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "617ec0c568318ae868b0",
      "url": "https://openmodeldrops.com/models/Qwen/Qwen3.5-4B/",
      "title": "Qwen3.5-4B: Author reports AA-LCR 57.0",
      "content_text": "Qwen/Qwen3.5-4B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 57.0 (Qwen3.5-4B). Source: https://huggingface.co/Qwen/Qwen3.5-4B/raw/main/README.md. Observed at 2026-10-07T20:17:40.399321+00:00.",
      "date_published": "2026-10-07T20:17:40.399321+00:00",
      "_diff": {
        "model_id": "Qwen/Qwen3.5-4B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 57.0",
        "source_url": "https://huggingface.co/Qwen/Qwen3.5-4B/raw/main/README.md",
        "observed_at": "2026-10-07T20:17:40.399321+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "c647e4b26275cbdca829",
      "url": "https://openmodeldrops.com/models/Qwen/Qwen3.5-27B/",
      "title": "Qwen3.5-27B: Author reports AA-LCR 66.1",
      "content_text": "Qwen/Qwen3.5-27B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 66.1 (Qwen3.5-27B). Source: https://huggingface.co/Qwen/Qwen3.5-27B/raw/main/README.md. Observed at 2026-10-07T20:17:03.923445+00:00.",
      "date_published": "2026-10-07T20:17:03.923445+00:00",
      "_diff": {
        "model_id": "Qwen/Qwen3.5-27B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 66.1",
        "source_url": "https://huggingface.co/Qwen/Qwen3.5-27B/raw/main/README.md",
        "observed_at": "2026-10-07T20:17:03.923445+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "88e8e4daf235af2dd985",
      "url": "https://openmodeldrops.com/models/Qwen/Qwen3.5-35B-A3B/",
      "title": "Qwen3.5-35B-A3B: Author reports AA-LCR 58.5",
      "content_text": "Qwen/Qwen3.5-35B-A3B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 58.5 (Qwen3.5-35B-A3B). Source: https://huggingface.co/Qwen/Qwen3.5-35B-A3B/raw/main/README.md. Observed at 2026-10-07T20:16:54.817315+00:00.",
      "date_published": "2026-10-07T20:16:54.817315+00:00",
      "_diff": {
        "model_id": "Qwen/Qwen3.5-35B-A3B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 58.5",
        "source_url": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/raw/main/README.md",
        "observed_at": "2026-10-07T20:16:54.817315+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "e729ca45f8117214e066",
      "url": "https://openmodeldrops.com/models/Qwen/Qwen3.5-397B-A17B/",
      "title": "Qwen3.5-397B-A17B: Author reports AA-LCR 68.7",
      "content_text": "Qwen/Qwen3.5-397B-A17B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 68.7. Source: https://huggingface.co/Qwen/Qwen3.5-397B-A17B/raw/main/README.md. Observed at 2026-10-07T20:16:22.298169+00:00.",
      "date_published": "2026-10-07T20:16:22.298169+00:00",
      "_diff": {
        "model_id": "Qwen/Qwen3.5-397B-A17B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 68.7",
        "source_url": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B/raw/main/README.md",
        "observed_at": "2026-10-07T20:16:22.298169+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "1812ed6979f0e9cd27ca",
      "url": "https://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Flash/",
      "title": "DeepSeek-V4-Flash: Author reports LongBench-V2 (EM) 44.7",
      "content_text": "deepseek-ai/DeepSeek-V4-Flash has author-reported evidence for \"Read long documents\": Author reports LongBench-V2 (EM) 44.7 (DeepSeek-V4-Flash-Base). Source: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash/raw/main/README.md. Observed at 2026-10-07T20:16:15.080747+00:00.",
      "date_published": "2026-10-07T20:16:15.080747+00:00",
      "_diff": {
        "model_id": "deepseek-ai/DeepSeek-V4-Flash",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports LongBench-V2 (EM) 44.7",
        "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash/raw/main/README.md",
        "observed_at": "2026-10-07T20:16:15.080747+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "404a80e7191b3e74833a",
      "url": "https://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Pro/",
      "title": "DeepSeek-V4-Pro: Author reports LongBench-V2 (EM) 51.5",
      "content_text": "deepseek-ai/DeepSeek-V4-Pro has author-reported evidence for \"Read long documents\": Author reports LongBench-V2 (EM) 51.5 (DeepSeek-V4-Pro-Base). Source: https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro/raw/main/README.md. Observed at 2026-10-07T20:15:50.350090+00:00.",
      "date_published": "2026-10-07T20:15:50.350090+00:00",
      "_diff": {
        "model_id": "deepseek-ai/DeepSeek-V4-Pro",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports LongBench-V2 (EM) 51.5",
        "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro/raw/main/README.md",
        "observed_at": "2026-10-07T20:15:50.350090+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "eea4d9f1ed572566b6f9",
      "url": "https://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4.1-Flash/",
      "title": "DeepSeek-V4.1-Flash: Author reports LongBench-V2 (EM) 45.2",
      "content_text": "deepseek-ai/DeepSeek-V4.1-Flash has author-reported evidence for \"Read long documents\": Author reports LongBench-V2 (EM) 45.2 (DeepSeek-V4.1-Flash-Base). Source: https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash/raw/main/README.md. Observed at 2026-10-07T20:15:43.203420+00:00.",
      "date_published": "2026-10-07T20:15:43.203420+00:00",
      "_diff": {
        "model_id": "deepseek-ai/DeepSeek-V4.1-Flash",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports LongBench-V2 (EM) 45.2",
        "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash/raw/main/README.md",
        "observed_at": "2026-10-07T20:15:43.203420+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "30b605406258e6653018",
      "url": "https://openmodeldrops.com/models/Qwen/Qwen3.5-9B/",
      "title": "Qwen3.5-9B: Author reports AA-LCR 63.0",
      "content_text": "Qwen/Qwen3.5-9B has author-reported evidence for \"Read long documents\": Author reports AA-LCR 63.0 (Qwen3.5-9B). Source: https://huggingface.co/Qwen/Qwen3.5-9B/raw/main/README.md. Observed at 2026-10-07T20:15:39.011526+00:00.",
      "date_published": "2026-10-07T20:15:39.011526+00:00",
      "_diff": {
        "model_id": "Qwen/Qwen3.5-9B",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 63.0",
        "source_url": "https://huggingface.co/Qwen/Qwen3.5-9B/raw/main/README.md",
        "observed_at": "2026-10-07T20:15:39.011526+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "6258535f421262333eeb",
      "url": "https://openmodeldrops.com/models/moonshotai/Kimi-K3/",
      "title": "Kimi-K3: Author reports AA-LCR 74.7",
      "content_text": "moonshotai/Kimi-K3 has author-reported evidence for \"Read long documents\": Author reports AA-LCR 74.7. Source: https://huggingface.co/moonshotai/Kimi-K3/raw/main/README.md. Observed at 2026-10-07T20:15:39.011373+00:00.",
      "date_published": "2026-10-07T20:15:39.011373+00:00",
      "_diff": {
        "model_id": "moonshotai/Kimi-K3",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports AA-LCR 74.7",
        "source_url": "https://huggingface.co/moonshotai/Kimi-K3/raw/main/README.md",
        "observed_at": "2026-10-07T20:15:39.011373+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "6a6a55fe5320c3ea7248",
      "url": "https://openmodeldrops.com/models/google/gemma-4-31B-it/",
      "title": "gemma-4-31B-it: Author reports MRCR v2 8 needle 128k (average) 66.4%",
      "content_text": "google/gemma-4-31B-it has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 66.4% (Gemma 4 31B). Source: https://huggingface.co/google/gemma-4-31B-it/raw/main/README.md. Observed at 2026-10-07T20:15:39.011299+00:00.",
      "date_published": "2026-10-07T20:15:39.011299+00:00",
      "_diff": {
        "model_id": "google/gemma-4-31B-it",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 66.4%",
        "source_url": "https://huggingface.co/google/gemma-4-31B-it/raw/main/README.md",
        "observed_at": "2026-10-07T20:15:39.011299+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "1ec95fadc0edfb249861",
      "url": "https://openmodeldrops.com/models/google/gemma-4-26B-A4B-it/",
      "title": "gemma-4-26B-A4B-it: Author reports MRCR v2 8 needle 128k (average) 44.1%",
      "content_text": "google/gemma-4-26B-A4B-it has author-reported evidence for \"Read long documents\": Author reports MRCR v2 8 needle 128k (average) 44.1% (Gemma 4 26B A4B). Source: https://huggingface.co/google/gemma-4-26B-A4B-it/raw/main/README.md. Observed at 2026-10-07T20:14:26.358568+00:00.",
      "date_published": "2026-10-07T20:14:26.358568+00:00",
      "_diff": {
        "model_id": "google/gemma-4-26B-A4B-it",
        "field": "use_case:long-context",
        "old": null,
        "new": "Author reports MRCR v2 8 needle 128k (average) 44.1%",
        "source_url": "https://huggingface.co/google/gemma-4-26B-A4B-it/raw/main/README.md",
        "observed_at": "2026-10-07T20:14:26.358568+00:00",
        "kind": "usecase"
      }
    }
  ]
}