Model Follower: Read long documentsModels with measured (third-party leaderboard) or author-reported evidence for "Read long documents", dated by when the evidence was observed.https://openmodeldrops.com/enKimi-K3-DSpark: Author reports RULER V2 1M (MK/MV/QA) 4.2553RadixArk/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.Wed, 07 Oct 2026 20:24:31 GMThttps://openmodeldrops.com/models/RadixArk/Kimi-K3-DSpark/25d718576b5c3e9c80c6internlm3-8b-instruct: Author reports RULER(4-128K Average) 87.9internlm/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.Wed, 07 Oct 2026 20:24:30 GMThttps://openmodeldrops.com/models/internlm/internlm3-8b-instruct/8dd83af670b2829953fdK-EXAONE-236B-A23B: Author reports AA-LCR 53.5LGAI-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.Wed, 07 Oct 2026 20:24:16 GMThttps://openmodeldrops.com/models/LGAI-EXAONE/K-EXAONE-236B-A23B/ea9271246f0b75b457d3Nemotron-Cascade-2-30B-A3B: Author reports AA-LCR 39.1nvidia/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.Wed, 07 Oct 2026 20:23:50 GMThttps://openmodeldrops.com/models/nvidia/Nemotron-Cascade-2-30B-A3B/33f04682699faf490e43Kimi-VL-A3B-Thinking-2506: Author reports MMLongBench-DOC (Acc) 42.1moonshotai/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.Wed, 07 Oct 2026 20:23:39 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-VL-A3B-Thinking-2506/ccb024b1d108fc21adebNanbeige4.2-3B: Author reports AA-LCR 58.7Nanbeige/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.Wed, 07 Oct 2026 20:23:38 GMThttps://openmodeldrops.com/models/Nanbeige/Nanbeige4.2-3B/2ba34a9e9eacc5a908c5gemma-4-26B-A4B-it-assistant: Author reports MRCR v2 8 needle 128k (average) 44.1%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.Wed, 07 Oct 2026 20:22:38 GMThttps://openmodeldrops.com/models/google/gemma-4-26B-A4B-it-assistant/a19eec475b8b841349cdDeepSeek-V4-Flash-DSpark: Author reports LongBench-V2 (EM) 44.7deepseek-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.Wed, 07 Oct 2026 20:21:51 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Flash-DSpark/b88348b16419b97d2d28gemma-4-31B-it-assistant: Author reports MRCR v2 8 needle 128k (average) 66.4%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.Wed, 07 Oct 2026 20:21:17 GMThttps://openmodeldrops.com/models/google/gemma-4-31B-it-assistant/9149ed1d5362af0e4165gemma-4-12B: Author reports MRCR v2 8 needle 128k (average) 43.4%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.Wed, 07 Oct 2026 20:21:05 GMThttps://openmodeldrops.com/models/google/gemma-4-12B/ffe176d792f493dd018cPhi-3-mini-128k-instruct: Author reports RULER 92.4microsoft/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.Wed, 07 Oct 2026 20:20:51 GMThttps://openmodeldrops.com/models/microsoft/Phi-3-mini-128k-instruct/a051e9ef94557733c600gemma-4-E2B: Author reports MRCR v2 8 needle 128k (average) 19.1%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.Wed, 07 Oct 2026 20:20:29 GMThttps://openmodeldrops.com/models/google/gemma-4-E2B/ff7f66a9517531cc8d0dKimi-Linear-48B-A3B-Instruct: Author reports RULER (128k context length) 84.3moonshotai/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.Wed, 07 Oct 2026 20:20:20 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-Linear-48B-A3B-Instruct/720453cf2c30447f8e29gemma-4-26B-A4B: Author reports MRCR v2 8 needle 128k (average) 44.1%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.Wed, 07 Oct 2026 20:20:11 GMThttps://openmodeldrops.com/models/google/gemma-4-26B-A4B/1c2cf40d274b68e9f75bNVIDIA-Nemotron-Nano-9B-v2: Author reports RULER (128K) 78.9%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.Wed, 07 Oct 2026 20:19:53 GMThttps://openmodeldrops.com/models/nvidia/NVIDIA-Nemotron-Nano-9B-v2/546bc5ffd3dc2eb73c57diffusiongemma-26B-A4B-it: Author reports MRCR v2 8 needle 128k (average) 32.0%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.Wed, 07 Oct 2026 20:19:48 GMThttps://openmodeldrops.com/models/google/diffusiongemma-26B-A4B-it/2022cc3c3763ff347e95gemma-4-31B: Author reports MRCR v2 8 needle 128k (average) 66.4%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.Wed, 07 Oct 2026 20:19:22 GMThttps://openmodeldrops.com/models/google/gemma-4-31B/98fc7e02019207b6862fMuse-Glimmer-30B: Author reports AA-LCR 80.0meta-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.Wed, 07 Oct 2026 20:19:12 GMThttps://openmodeldrops.com/models/meta-models/Muse-Glimmer-30B/f4bb985010ce811a4eacgemma-4-E2B-it: Author reports MRCR v2 8 needle 128k (average) 19.1%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.Wed, 07 Oct 2026 20:18:23 GMThttps://openmodeldrops.com/models/google/gemma-4-E2B-it/4172e1f35cc4861d6690gemma-4-12B-it: Author reports MRCR v2 8 needle 128k (average) 43.4%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.Wed, 07 Oct 2026 20:18:18 GMThttps://openmodeldrops.com/models/google/gemma-4-12B-it/8c65b975874ff1b70020Qwen3.5-122B-A10B: Author reports AA-LCR 66.9Qwen/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.Wed, 07 Oct 2026 20:18:08 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.5-122B-A10B/d4e58c7ba6cc8e2bba55Qwen3.5-4B: Author reports AA-LCR 57.0Qwen/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.Wed, 07 Oct 2026 20:17:40 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.5-4B/617ec0c568318ae868b0Qwen3.5-27B: Author reports AA-LCR 66.1Qwen/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.Wed, 07 Oct 2026 20:17:03 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.5-27B/c647e4b26275cbdca829Qwen3.5-35B-A3B: Author reports AA-LCR 58.5Qwen/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.Wed, 07 Oct 2026 20:16:54 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.5-35B-A3B/88e8e4daf235af2dd985Qwen3.5-397B-A17B: Author reports AA-LCR 68.7Qwen/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.Wed, 07 Oct 2026 20:16:22 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.5-397B-A17B/e729ca45f8117214e066DeepSeek-V4-Flash: Author reports LongBench-V2 (EM) 44.7deepseek-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.Wed, 07 Oct 2026 20:16:15 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Flash/1812ed6979f0e9cd27caDeepSeek-V4-Pro: Author reports LongBench-V2 (EM) 51.5deepseek-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.Wed, 07 Oct 2026 20:15:50 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Pro/404a80e7191b3e74833aDeepSeek-V4.1-Flash: Author reports LongBench-V2 (EM) 45.2deepseek-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.Wed, 07 Oct 2026 20:15:43 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4.1-Flash/eea4d9f1ed572566b6f9Qwen3.5-9B: Author reports AA-LCR 63.0Qwen/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.Wed, 07 Oct 2026 20:15:39 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.5-9B/30b605406258e6653018Kimi-K3: Author reports AA-LCR 74.7moonshotai/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.Wed, 07 Oct 2026 20:15:39 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-K3/6258535f421262333eebgemma-4-31B-it: Author reports MRCR v2 8 needle 128k (average) 66.4%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.Wed, 07 Oct 2026 20:15:39 GMThttps://openmodeldrops.com/models/google/gemma-4-31B-it/6a6a55fe5320c3ea7248gemma-4-26B-A4B-it: Author reports MRCR v2 8 needle 128k (average) 44.1%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.Wed, 07 Oct 2026 20:14:26 GMThttps://openmodeldrops.com/models/google/gemma-4-26B-A4B-it/1ec95fadc0edfb249861