Models with measured (third-party leaderboard) or author-reported evidence for "Write code with agents", dated by when the evidence was observed.https://openmodeldrops.com/enQwen/Qwen3-32B has measured evidence for "Write code with agents": Aider Polyglot 40.0 (edit_format=diff). Source: https://aider.chat/docs/leaderboards/. Observed at 2026-10-25T06:54:09.513228+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-32B/41e4f2dfa01958352c66meta-llama/Llama-4-Maverick-17B-128E-Instruct has measured evidence for "Write code with agents": Aider Polyglot 15.6 (edit_format=whole). Source: https://aider.chat/docs/leaderboards/. Observed at 2026-10-25T06:54:09.513122+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/meta-llama/Llama-4-Maverick-17B-128E-Instruct/82e8242c17cd5e669815google/gemma-3-27b-it has measured evidence for "Write code with agents": Aider Polyglot 4.9 (edit_format=whole). Source: https://aider.chat/docs/leaderboards/. Observed at 2026-10-25T06:54:09.513066+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/google/gemma-3-27b-it/5b8f75b1011267ada5a4Qwen/QwQ-32B has measured evidence for "Write code with agents": Aider Polyglot 26.2 (edit_format=architect). Source: https://aider.chat/docs/leaderboards/. Observed at 2026-10-25T06:54:09.513047+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/QwQ-32B/f5acaefe971626c1ad33deepseek-ai/DeepSeek-R1 has measured evidence for "Write code with agents": Aider Polyglot 56.9 (edit_format=diff). Source: https://aider.chat/docs/leaderboards/. Observed at 2026-10-25T06:54:09.512936+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1/3f0271bb65e1675e8076deepseek-ai/DeepSeek-R1-0528 has measured evidence for "Write code with agents": LiveCodeBench 84.36 (all 1055 questions in file, 2023-05-08..2025-04-07). Source: https://livecodebench.github.io/leaderboard.html. Observed at 2026-10-25T06:54:09.361195+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1-0528/8b1baa6a2683ca3e6973Qwen/Qwen3-235B-A22B has measured evidence for "Write code with agents": LiveCodeBench 80.38 (all 1055 questions in file, 2023-05-08..2025-04-07). Source: https://livecodebench.github.io/leaderboard.html. Observed at 2026-10-25T06:54:09.361178+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-235B-A22B/ed7612fa6e46740d3390zai-org/GLM-5.3-Flash has measured evidence for "Write code with agents": Terminal-Bench 2.0 35.76 (agent: Claude Code, reasoning_effort=none). Source: https://www.tbench.ai/leaderboard. Observed at 2026-10-25T06:54:09.321288+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/zai-org/GLM-5.3-Flash/9b25ee57e9bc61a19970zai-org/GLM-5.3 has measured evidence for "Write code with agents": Terminal-Bench 2.0 41.82 (agent: Claude Code, reasoning_effort=max). Source: https://www.tbench.ai/leaderboard. Observed at 2026-10-25T06:54:09.321244+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/zai-org/GLM-5.3/5bd632494f4cf8eca38bdeepseek-ai/DeepSeek-V3 has measured evidence for "Write code with agents": SWE-bench Lite 36.67 (agent: KGCompass). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317797+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V3/a06a5e5c98f4350ed35eopenai/gpt-oss-120b has measured evidence for "Write code with agents": SWE-bench Verified 26.0 (agent: mini-SWE-agent). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317736+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/openai/gpt-oss-120b/fecb3100b2ae9f764a40deepseek-ai/DeepSeek-V3-0324 has measured evidence for "Write code with agents": SWE-bench Verified 42.0 (agent: SWE-Exp). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317687+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V3-0324/8e5856532460d127af68Qwen/Qwen2.5-Coder-32B-Instruct has measured evidence for "Write code with agents": SWE-bench Verified 47.0 (agent: Skywork-SWE-32B). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317640+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen2.5-Coder-32B-Instruct/aa5a3ce32b1ee7cbd48amoonshotai/Kimi-K2-Instruct has measured evidence for "Write code with agents": SWE-bench Verified 53.4 (agent: CodeSweep - SWE-agent). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317571+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-K2-Instruct/cac104359311ffe9b0a5Qwen/Qwen3-Coder-30B-A3B-Instruct has measured evidence for "Write code with agents": SWE-bench Verified 60.4 (agent: EntroPO + R2E). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317451+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-Coder-30B-A3B-Instruct/938f6d64f3eff54d3d9eMiniMaxAI/MiniMax-M2 has measured evidence for "Write code with agents": SWE-bench Verified 61.0 (agent: mini-SWE-agent). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317440+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/MiniMaxAI/MiniMax-M2/5fcbe8db9373d5f95168moonshotai/Kimi-K2-Thinking has measured evidence for "Write code with agents": SWE-bench Verified 63.4 (agent: mini-SWE-agent). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317430+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-K2-Thinking/7edd184794e79d17769fzai-org/GLM-4.5 has measured evidence for "Write code with agents": SWE-bench Verified 64.2 (agent: Undisclosed). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317418+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/zai-org/GLM-4.5/0ea3f633f672a05cc2ffzai-org/GLM-4.6 has measured evidence for "Write code with agents": SWE-bench Verified 68.2 (agent: Undisclosed). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317396+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/zai-org/GLM-4.6/ecdc40a6b7c4275618c1Qwen/Qwen3-Coder-480B-A35B-Instruct has measured evidence for "Write code with agents": SWE-bench Verified 69.6 (agent: OpenHands). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317384+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-Coder-480B-A35B-Instruct/a0980b5f6e9c286ab10fdeepseek-ai/DeepSeek-V3.2 has measured evidence for "Write code with agents": SWE-bench Multilingual 59.0 (agent: mini-SWE-agent). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317306+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V3.2/1f641cb7407f02501889moonshotai/Kimi-K2.5 has measured evidence for "Write code with agents": SWE-bench Multilingual 67.3 (agent: mini-SWE-agent). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317290+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-K2.5/d36382006a29da0d31e0MiniMaxAI/MiniMax-M2.5 has measured evidence for "Write code with agents": SWE-bench Multilingual 68.3 (agent: mini-SWE-agent). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317271+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/MiniMaxAI/MiniMax-M2.5/f5141289396e7b81618azai-org/GLM-5 has measured evidence for "Write code with agents": SWE-bench Multilingual 69.7 (agent: mini-SWE-agent). Source: https://www.swebench.com/. Observed at 2026-10-25T06:54:09.317237+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/zai-org/GLM-5/cdc5f243fdc897394792CohereLabs/North-Mini-Code-1.0 has author-reported evidence for "Write code with agents": Author reports SWE_Bench_Pro 40.2. Source: https://huggingface.co/CohereLabs/North-Mini-Code-1.0/raw/main/.eval_results/swe-bench-pro.yaml. Observed at 2026-10-24T21:40:18Z.Sat, 24 Oct 2026 21:40:18 GMThttps://openmodeldrops.com/models/CohereLabs/North-Mini-Code-1.0/fed82941f156272e53b9inclusionAI/Ling-3.0-flash has author-reported evidence for "Write code with agents": Author reports swe_bench_multilingual_%_resolved 72.4. Source: https://huggingface.co/inclusionAI/Ling-3.0-flash/raw/main/.eval_results/swe-bench_multilingual.yaml. Observed at 2026-10-24T21:38:51Z.Sat, 24 Oct 2026 21:38:51 GMThttps://openmodeldrops.com/models/inclusionAI/Ling-3.0-flash/e4ee2b1f4ec1178b1242MiniMaxAI/MiniMax-M3 has author-reported evidence for "Write code with agents": Author reports swe_bench_%_resolved 80.5 (Evaluated on internal infrastructure using Claude Code as the scaffolding. Each test was run 4 times and the average was taken.). Source: https://huggingface.co/MiniMaxAI/MiniMax-M3/raw/main/.eval_results/minimax-m3.yaml. Observed at 2026-10-24T21:31:59Z.Sat, 24 Oct 2026 21:31:59 GMThttps://openmodeldrops.com/models/MiniMaxAI/MiniMax-M3/f43ef114eb3d0b5c1627autotrust/JEV-27B has author-reported evidence for "Write code with agents": Author reports Independent benchmark with human gold labels, 16 options 96 % of the teacher (System 1). Source: https://huggingface.co/autotrust/JEV-27B/raw/main/README.md. Observed at 2026-10-14T14:06:59.655044+00:00.Wed, 14 Oct 2026 14:06:59 GMThttps://openmodeldrops.com/models/autotrust/JEV-27B/f7138d5182786350b6f8kirp/jpt-9b has author-reported evidence for "Write code with agents": Author reports ForecastBench 27.4 (Arts). Source: https://huggingface.co/kirp/jpt-9b/raw/main/README.md. Observed at 2026-10-07T20:26:22.147729+00:00.Wed, 07 Oct 2026 20:26:22 GMThttps://openmodeldrops.com/models/kirp/jpt-9b/992d039a38cc14835c95kirp/jpt-4b has author-reported evidence for "Write code with agents": Author reports Arts ForecastBench 24.5. Source: https://huggingface.co/kirp/jpt-4b/raw/main/README.md. Observed at 2026-10-07T20:25:54.610774+00:00.Wed, 07 Oct 2026 20:25:54 GMThttps://openmodeldrops.com/models/kirp/jpt-4b/4c36b3e05beac7d8229bContrastive-LM/CLM-v0.1-8B has author-reported evidence for "Write code with agents": Author reports DeepSWE 81.6% (Fine-tuned as a verifier). Source: https://huggingface.co/Contrastive-LM/CLM-v0.1-8B/raw/main/README.md. Observed at 2026-10-07T20:24:47.786789+00:00.Wed, 07 Oct 2026 20:24:47 GMThttps://openmodeldrops.com/models/Contrastive-LM/CLM-v0.1-8B/9fc25e0c88ec3035f269Qwen/Qwen2-72B has author-reported evidence for "Write code with agents": Author reports EvalPlus 65.4. Source: https://huggingface.co/Qwen/Qwen2-72B/raw/main/README.md. Observed at 2026-10-07T20:24:34.334145+00:00.Wed, 07 Oct 2026 20:24:34 GMThttps://openmodeldrops.com/models/Qwen/Qwen2-72B/0f2dd6717eb6d6ef80c2RadixArk/Kimi-K3-DSpark has author-reported evidence for "Write code with agents": Author reports HumanEval 5.5121. 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/3c6d39a562a9cd121130internlm/internlm3-8b-instruct has author-reported evidence for "Write code with agents": Author reports LiveCodeBench(2407-2409 Pass@1) 17.8. 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/966d95c856ffa9935170microsoft/Phi-tiny-MoE-instruct has author-reported evidence for "Write code with agents": Author reports Human-eval 58.50 (Phi-tiny-MoE). Source: https://huggingface.co/microsoft/Phi-tiny-MoE-instruct/raw/main/README.md. Observed at 2026-10-07T20:24:27.695265+00:00.Wed, 07 Oct 2026 20:24:27 GMThttps://openmodeldrops.com/models/microsoft/Phi-tiny-MoE-instruct/b813e6b823eb94c4eaffLGAI-EXAONE/K-EXAONE-236B-A23B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 80.7 (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/2350d6222d0d8773b8f1allenai/Olmo-3-7B-Think has author-reported evidence for "Write code with agents": Author reports HumanEval+ 91.4 (Olmo 3 Think 7B DPO). Source: https://huggingface.co/allenai/Olmo-3-7B-Think/raw/main/README.md. Observed at 2026-10-07T20:24:14.562201+00:00.Wed, 07 Oct 2026 20:24:14 GMThttps://openmodeldrops.com/models/allenai/Olmo-3-7B-Think/295b5df89d035f65264dNanbeige/Nanbeige4.1-3B has author-reported evidence for "Write code with agents": Author reports Live-Code-Bench-Pro-Easy 81.4. Source: https://huggingface.co/Nanbeige/Nanbeige4.1-3B/raw/main/README.md. Observed at 2026-10-07T20:24:14.555408+00:00.Wed, 07 Oct 2026 20:24:14 GMThttps://openmodeldrops.com/models/Nanbeige/Nanbeige4.1-3B/4e672594614e23e32dbbtencent/Hy3-preview has author-reported evidence for "Write code with agents": Author reports MBPP-plus 78.71 (3-shot). Source: https://huggingface.co/tencent/Hy3-preview/raw/main/README.md. Observed at 2026-10-07T20:24:08.909803+00:00.Wed, 07 Oct 2026 20:24:08 GMThttps://openmodeldrops.com/models/tencent/Hy3-preview/0ad6f720fe0d706b1baagoogle/codegemma-7b-it has author-reported evidence for "Write code with agents": Author reports HumanEval Single Line 68.25 (7B-IT). Source: https://huggingface.co/google/codegemma-7b-it/raw/main/README.md. Observed at 2026-10-07T20:24:01.989203+00:00.Wed, 07 Oct 2026 20:24:01 GMThttps://openmodeldrops.com/models/google/codegemma-7b-it/9b189b18d8655884883cgoogle/t5gemma-2-270m-270m has author-reported evidence for "Write code with agents": Author reports MBPP 5.6 (3-shot). Source: https://huggingface.co/google/t5gemma-2-270m-270m/raw/main/README.md. Observed at 2026-10-07T20:23:53.868549+00:00.Wed, 07 Oct 2026 20:23:53 GMThttps://openmodeldrops.com/models/google/t5gemma-2-270m-270m/e438d80d4613d32a5c74nvidia/Nemotron-Cascade-2-30B-A3B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (2408-2505) 87.2 (88.4)†. 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/87c3169e263964ac6857deepseek-ai/DeepSeek-V2.5 has author-reported evidence for "Write code with agents": Author reports HumanEval python 89. Source: https://huggingface.co/deepseek-ai/DeepSeek-V2.5/raw/main/README.md. Observed at 2026-10-07T20:23:49.806192+00:00.Wed, 07 Oct 2026 20:23:49 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V2.5/2df9e61e294024b78a5cNanbeige/Nanbeige4.2-3B has author-reported evidence for "Write code with agents": Author reports SWE-Bench Verified 63.6. 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/6989add7fb40fab18bc1deepseek-ai/DeepSeek-V2 has author-reported evidence for "Write code with agents": Author reports HumanEval 81.1 (DeepSeek-V2 Chat (RL)). Source: https://huggingface.co/deepseek-ai/DeepSeek-V2/raw/main/README.md. Observed at 2026-10-07T20:23:35.667092+00:00.Wed, 07 Oct 2026 20:23:35 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V2/0d0482a48fd70295ff91moonshotai/Moonlight-16B-A3B-Instruct has author-reported evidence for "Write code with agents": Author reports HumanEval 48.1. Source: https://huggingface.co/moonshotai/Moonlight-16B-A3B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:23:30.562405+00:00.Wed, 07 Oct 2026 20:23:30 GMThttps://openmodeldrops.com/models/moonshotai/Moonlight-16B-A3B-Instruct/a5872ed8d972fb704142google/gemma-2-27b has author-reported evidence for "Write code with agents": Author reports HumanEval 51.8 (pass@1). Source: https://huggingface.co/google/gemma-2-27b/raw/main/README.md. Observed at 2026-10-07T20:23:27.210852+00:00.Wed, 07 Oct 2026 20:23:27 GMThttps://openmodeldrops.com/models/google/gemma-2-27b/6743199734daaa95f22cnvidia/Llama-3.1-Nemotron-Nano-8B-v1 has author-reported evidence for "Write code with agents": Author reports MBPP 0-shot 84.6% (Reasoning On). Source: https://huggingface.co/nvidia/Llama-3.1-Nemotron-Nano-8B-v1/raw/main/README.md. Observed at 2026-10-07T20:23:23.648226+00:00.Wed, 07 Oct 2026 20:23:23 GMThttps://openmodeldrops.com/models/nvidia/Llama-3.1-Nemotron-Nano-8B-v1/6124c02828b74760eeaedeepseek-ai/DeepSeek-V2-Chat has author-reported evidence for "Write code with agents": Author reports HumanEval 76.8 (DeepSeek-V2 Chat (SFT)). Source: https://huggingface.co/deepseek-ai/DeepSeek-V2-Chat/raw/main/README.md. Observed at 2026-10-07T20:23:17.479579+00:00.Wed, 07 Oct 2026 20:23:17 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V2-Chat/2b7facda556f29f49aa3LiquidAI/LFM2.5-VL-450M has author-reported evidence for "Write code with agents": Author reports CountBench 73.31. Source: https://huggingface.co/LiquidAI/LFM2.5-VL-450M/raw/main/README.md. Observed at 2026-10-07T20:23:15.249332+00:00.Wed, 07 Oct 2026 20:23:15 GMThttps://openmodeldrops.com/models/LiquidAI/LFM2.5-VL-450M/3250055cb5cfbccb2ec6deepseek-ai/DeepSeek-V3.1-Base has author-reported evidence for "Write code with agents": Author reports LiveCodeBench (2408-2505) (Pass@1) 74.8 (DeepSeek V3.1-Thinking). Source: https://huggingface.co/deepseek-ai/DeepSeek-V3.1-Base/raw/main/README.md. Observed at 2026-10-07T20:23:14.346504+00:00.Wed, 07 Oct 2026 20:23:14 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V3.1-Base/38b726f16540cf06d6e8ornith-ai/Ornith-1.5-9B has author-reported evidence for "Write code with agents": Author reports SWE-bench Verified 70.6. Source: https://huggingface.co/ornith-ai/Ornith-1.5-9B/raw/main/README.md. Observed at 2026-10-07T20:23:11.012299+00:00.Wed, 07 Oct 2026 20:23:11 GMThttps://openmodeldrops.com/models/ornith-ai/Ornith-1.5-9B/8076269e69ac0d88433bopenchat/openchat_3.5 has author-reported evidence for "Write code with agents": Author reports HumanEval 55.5 (OpenChat 3.5). Source: https://huggingface.co/openchat/openchat_3.5/raw/main/README.md. Observed at 2026-10-07T20:23:07.660201+00:00.Wed, 07 Oct 2026 20:23:07 GMThttps://openmodeldrops.com/models/openchat/openchat_3.5/36026ab33480247271a3google/gemma-3-12b-pt has author-reported evidence for "Write code with agents": Author reports MBPP 60.4 (Gemma 3 PT 12B). Source: https://huggingface.co/google/gemma-3-12b-pt/raw/main/README.md. Observed at 2026-10-07T20:22:41.760613+00:00.Wed, 07 Oct 2026 20:22:41 GMThttps://openmodeldrops.com/models/google/gemma-3-12b-pt/282cf8f5aa75194252e1google/gemma-4-26B-A4B-it-assistant has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 77.1% (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/1a24da9a540e91403260nvidia/NVLM-D-72B has author-reported evidence for "Write code with agents": Author reports HumanEval 89.0 (NVLM-D 1.0 72B (Huggingface)). Source: https://huggingface.co/nvidia/NVLM-D-72B/raw/main/README.md. Observed at 2026-10-07T20:22:35.886125+00:00.Wed, 07 Oct 2026 20:22:35 GMThttps://openmodeldrops.com/models/nvidia/NVLM-D-72B/adc4fc0d447b86abbdfcornith-ai/Ornith-1.0-35B has author-reported evidence for "Write code with agents": Author reports Terminal-Bench 2.1 (Terminus-2) 64.2. Source: https://huggingface.co/ornith-ai/Ornith-1.0-35B/raw/main/README.md. Observed at 2026-10-07T20:22:33.182064+00:00.Wed, 07 Oct 2026 20:22:33 GMThttps://openmodeldrops.com/models/ornith-ai/Ornith-1.0-35B/557849a0d8cd36c31ad6Qwen/Qwen2-1.5B has author-reported evidence for "Write code with agents": Author reports HumanEval 31.1. Source: https://huggingface.co/Qwen/Qwen2-1.5B/raw/main/README.md. Observed at 2026-10-07T20:22:21.413447+00:00.Wed, 07 Oct 2026 20:22:21 GMThttps://openmodeldrops.com/models/Qwen/Qwen2-1.5B/fb3edb01f816e857e017tencent/Hunyuan-A13B-Instruct has author-reported evidence for "Write code with agents": Author reports EvalPlus 78.64 (Hunyuan-A13B). Source: https://huggingface.co/tencent/Hunyuan-A13B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:22:14.627728+00:00.Wed, 07 Oct 2026 20:22:14 GMThttps://openmodeldrops.com/models/tencent/Hunyuan-A13B-Instruct/b1a33b8d4167f81dd87fallenai/Olmo-3-7B-Instruct has author-reported evidence for "Write code with agents": Author reports HumanEvalPlus 77.2 (Olmo 3 Instruct 7B). Source: https://huggingface.co/allenai/Olmo-3-7B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:22:08.179979+00:00.Wed, 07 Oct 2026 20:22:08 GMThttps://openmodeldrops.com/models/allenai/Olmo-3-7B-Instruct/9363c8732b4a8829f7b5Qwen/Qwen2-7B has author-reported evidence for "Write code with agents": Author reports EvalPlus 54.2. Source: https://huggingface.co/Qwen/Qwen2-7B/raw/main/README.md. Observed at 2026-10-07T20:22:06.506492+00:00.Wed, 07 Oct 2026 20:22:06 GMThttps://openmodeldrops.com/models/Qwen/Qwen2-7B/b3ae500fc784619385a8google/functiongemma-270m-it has author-reported evidence for "Write code with agents": Author reports BFCL Multiple 63.5 (0-shot). Source: https://huggingface.co/google/functiongemma-270m-it/raw/main/README.md. Observed at 2026-10-07T20:22:05.191400+00:00.Wed, 07 Oct 2026 20:22:05 GMThttps://openmodeldrops.com/models/google/functiongemma-270m-it/6719890d5b35ef91faf3microsoft/bitnet-b1.58-2B-4T has author-reported evidence for "Write code with agents": Author reports HumanEval+ 38.40. Source: https://huggingface.co/microsoft/bitnet-b1.58-2B-4T/raw/main/README.md. Observed at 2026-10-07T20:22:03.760978+00:00.Wed, 07 Oct 2026 20:22:03 GMThttps://openmodeldrops.com/models/microsoft/bitnet-b1.58-2B-4T/69f1d91f12fe1709e6eathinkingmachines/Inkling-Small has author-reported evidence for "Write code with agents": Author reports SWEBench Verified 80.2%. Source: https://huggingface.co/thinkingmachines/Inkling-Small/raw/main/README.md. Observed at 2026-10-07T20:21:58.362544+00:00.Wed, 07 Oct 2026 20:21:58 GMThttps://openmodeldrops.com/models/thinkingmachines/Inkling-Small/6dd2572ffc6dce71f791deepseek-ai/DeepSeek-V4-Flash-DSpark has author-reported evidence for "Write code with agents": Author reports BigCodeBench (Pass@1) 56.8 (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/7c6f11c368b28cf1fbedteknium/OpenHermes-2.5-Mistral-7B has author-reported evidence for "Write code with agents": Author reports HumanEval 50.7%. Source: https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B/raw/main/README.md. Observed at 2026-10-07T20:21:47.450559+00:00.Wed, 07 Oct 2026 20:21:47 GMThttps://openmodeldrops.com/models/teknium/OpenHermes-2.5-Mistral-7B/56755803bc480057d356google/gemma-3-4b-pt has author-reported evidence for "Write code with agents": Author reports MBPP 46.0 (Gemma 3 PT 4B). Source: https://huggingface.co/google/gemma-3-4b-pt/raw/main/README.md. Observed at 2026-10-07T20:21:40.164915+00:00.Wed, 07 Oct 2026 20:21:40 GMThttps://openmodeldrops.com/models/google/gemma-3-4b-pt/c25d3685495986dc33abdeepseek-ai/DeepSeek-V2-Lite-Chat has author-reported evidence for "Write code with agents": Author reports HumanEval 57.3 (DeepSeek-V2-Lite 16B Chat (SFT)). Source: https://huggingface.co/deepseek-ai/DeepSeek-V2-Lite-Chat/raw/main/README.md. Observed at 2026-10-07T20:21:39.588871+00:00.Wed, 07 Oct 2026 20:21:39 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V2-Lite-Chat/f91e7ccae3f47a0403aadeepseek-ai/DeepSeek-V2-Lite has author-reported evidence for "Write code with agents": Author reports HumanEval 57.3 (Chat Model (SFT)). Source: https://huggingface.co/deepseek-ai/DeepSeek-V2-Lite/raw/main/README.md. Observed at 2026-10-07T20:21:38.654457+00:00.Wed, 07 Oct 2026 20:21:38 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V2-Lite/ae3b2428ed92abcdd9d3XiaomiMiMo/MiMo-V2-Flash has author-reported evidence for "Write code with agents": Author reports HumanEval+ 70.7 (Base, 1-shot). Source: https://huggingface.co/XiaomiMiMo/MiMo-V2-Flash/raw/main/README.md. Observed at 2026-10-07T20:21:29.045379+00:00.Wed, 07 Oct 2026 20:21:29 GMThttps://openmodeldrops.com/models/XiaomiMiMo/MiMo-V2-Flash/5ecede8ded1baee39a34ornith-ai/Ornith-1.0-9B has author-reported evidence for "Write code with agents": Author reports Terminal-Bench 2.1 (Terminus-2) 43.1. Source: https://huggingface.co/ornith-ai/Ornith-1.0-9B/raw/main/README.md. Observed at 2026-10-07T20:21:28.066431+00:00.Wed, 07 Oct 2026 20:21:28 GMThttps://openmodeldrops.com/models/ornith-ai/Ornith-1.0-9B/cebcbae8507694b33743Qwen/Qwen-7B-Chat has author-reported evidence for "Write code with agents": Author reports Humaneval 37.2 (BF16). Source: https://huggingface.co/Qwen/Qwen-7B-Chat/raw/main/README.md. Observed at 2026-10-07T20:21:24.891709+00:00.Wed, 07 Oct 2026 20:21:24 GMThttps://openmodeldrops.com/models/Qwen/Qwen-7B-Chat/abb1facd7e1dde7cfa35poolside/Laguna-S-2.1 has author-reported evidence for "Write code with agents": Author reports Terminal-Bench 2.1 70.2% (118B-A8B). Source: https://huggingface.co/poolside/Laguna-S-2.1/raw/main/README.md. Observed at 2026-10-07T20:21:21.898000+00:00.Wed, 07 Oct 2026 20:21:21 GMThttps://openmodeldrops.com/models/poolside/Laguna-S-2.1/3c4389c1f8358bd28021google/gemma-4-31B-it-assistant has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 80.0% (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/16c749ca71c6a947b261Qwen/Qwen2-0.5B-Instruct has author-reported evidence for "Write code with agents": Author reports HumanEval 17.1 (Qwen2-0.5B-Instruct). Source: https://huggingface.co/Qwen/Qwen2-0.5B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:21:08.181247+00:00.Wed, 07 Oct 2026 20:21:08 GMThttps://openmodeldrops.com/models/Qwen/Qwen2-0.5B-Instruct/29f2cf334a9d93ce1083Qwen/Qwen3-Next-80B-A3B-Thinking has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (25.02-25.05) 68.7. Source: https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Thinking/raw/main/README.md. Observed at 2026-10-07T20:21:08.022739+00:00.Wed, 07 Oct 2026 20:21:08 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-Next-80B-A3B-Thinking/7673fc4eb8caaf2c87begoogle/gemma-4-12B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 72.0% (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/add22bac4f1c19327e68stepfun-ai/Step-3.7-Flash has author-reported evidence for "Write code with agents": Author reports SWE-Bench PRO 56.3. Source: https://huggingface.co/stepfun-ai/Step-3.7-Flash/raw/main/README.md. Observed at 2026-10-07T20:21:04.753951+00:00.Wed, 07 Oct 2026 20:21:04 GMThttps://openmodeldrops.com/models/stepfun-ai/Step-3.7-Flash/56a6ac628aed164097fbXiaomiMiMo/MiMo-V2.5-Pro has author-reported evidence for "Write code with agents": Author reports HumanEval+ 75.6 (1-shot). Source: https://huggingface.co/XiaomiMiMo/MiMo-V2.5-Pro/raw/main/README.md. Observed at 2026-10-07T20:21:04.477404+00:00.Wed, 07 Oct 2026 20:21:04 GMThttps://openmodeldrops.com/models/XiaomiMiMo/MiMo-V2.5-Pro/de9e232927fd5a69951dbaidu/Qianfan-OCR has author-reported evidence for "Write code with agents": Author reports ChartBench 85.9. Source: https://huggingface.co/baidu/Qianfan-OCR/raw/main/README.md. Observed at 2026-10-07T20:20:57.718951+00:00.Wed, 07 Oct 2026 20:20:57 GMThttps://openmodeldrops.com/models/baidu/Qianfan-OCR/f3a5795c815d1ee81428Qwen/Qwen2-0.5B has author-reported evidence for "Write code with agents": Author reports HumanEval 22.0. Source: https://huggingface.co/Qwen/Qwen2-0.5B/raw/main/README.md. Observed at 2026-10-07T20:20:57.672631+00:00.Wed, 07 Oct 2026 20:20:57 GMThttps://openmodeldrops.com/models/Qwen/Qwen2-0.5B/3716cd9ce7a88698f310Qwen/Qwen3-30B-A3B-Thinking-2507 has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (25.02-25.05) 66.0. Source: https://huggingface.co/Qwen/Qwen3-30B-A3B-Thinking-2507/raw/main/README.md. Observed at 2026-10-07T20:20:57.251386+00:00.Wed, 07 Oct 2026 20:20:57 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-30B-A3B-Thinking-2507/2913e35d3baf379cf034XiaomiMiMo/MiMo-V2.6-Flash-RL has author-reported evidence for "Write code with agents": Author reports DeepSWE v1.1 67.9 (MiMo-V2.6 Flash). Source: https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-RL/raw/main/README.md. Observed at 2026-10-07T20:20:56.547560+00:00.Wed, 07 Oct 2026 20:20:56 GMThttps://openmodeldrops.com/models/XiaomiMiMo/MiMo-V2.6-Flash-RL/8f7d660091e5ca28ed1dmicrosoft/Phi-3-mini-128k-instruct has author-reported evidence for "Write code with agents": Author reports RepoQA 93 (June 2024 Update Java). 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/e60f67395eb458af487fgoogle/gemma-2-9b has author-reported evidence for "Write code with agents": Author reports HumanEval 40.2 (pass@1). Source: https://huggingface.co/google/gemma-2-9b/raw/main/README.md. Observed at 2026-10-07T20:20:51.345666+00:00.Wed, 07 Oct 2026 20:20:51 GMThttps://openmodeldrops.com/models/google/gemma-2-9b/0f1a05fca591ea11789bQwen/Qwen-72B has author-reported evidence for "Write code with agents": Author reports HumanEval 35.4 (0-shot). Source: https://huggingface.co/Qwen/Qwen-72B/raw/main/README.md. Observed at 2026-10-07T20:20:47.134415+00:00.Wed, 07 Oct 2026 20:20:47 GMThttps://openmodeldrops.com/models/Qwen/Qwen-72B/97475701a22ad9c6a890Qwen/Qwen2-1.5B-Instruct has author-reported evidence for "Write code with agents": Author reports HumanEval 37.8 (Qwen2-1.5B-Instruct). Source: https://huggingface.co/Qwen/Qwen2-1.5B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:20:42.883114+00:00.Wed, 07 Oct 2026 20:20:42 GMThttps://openmodeldrops.com/models/Qwen/Qwen2-1.5B-Instruct/f816293eb89a5e640f4aQwen/Qwen2-72B-Instruct has author-reported evidence for "Write code with agents": Author reports HumanEval 86.0 (Coding). Source: https://huggingface.co/Qwen/Qwen2-72B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:20:32.699551+00:00.Wed, 07 Oct 2026 20:20:32 GMThttps://openmodeldrops.com/models/Qwen/Qwen2-72B-Instruct/f86bb0afd8937477151bgoogle/gemma-4-E2B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 44.0% (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/91022539cdebdb29f029deepseek-ai/DeepSeek-V3.2-Exp has author-reported evidence for "Write code with agents": Author reports LiveCodeBench 74.1 (Reasoning Mode w/o Tool Use). Source: https://huggingface.co/deepseek-ai/DeepSeek-V3.2-Exp/raw/main/README.md. Observed at 2026-10-07T20:20:22.825669+00:00.Wed, 07 Oct 2026 20:20:22 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V3.2-Exp/b13cf76d702a1ba4cdc5HuggingFaceTB/SmolLM3-3B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v4 30.0 (Instruction Model, Extended Thinking). Source: https://huggingface.co/HuggingFaceTB/SmolLM3-3B/raw/main/README.md. Observed at 2026-10-07T20:20:22.315403+00:00.Wed, 07 Oct 2026 20:20:22 GMThttps://openmodeldrops.com/models/HuggingFaceTB/SmolLM3-3B/55d607e253da71a7a23fXiaomiMiMo/MiMo-V2.6-Pro-RL has author-reported evidence for "Write code with agents": Author reports DeepSWE v1.1 71.9 (MiMo-V2.6 Pro). Source: https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Pro-RL/raw/main/README.md. Observed at 2026-10-07T20:20:12.212094+00:00.Wed, 07 Oct 2026 20:20:12 GMThttps://openmodeldrops.com/models/XiaomiMiMo/MiMo-V2.6-Pro-RL/7afc0c33d0c7d5ebe2e0google/gemma-4-26B-A4B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 77.1% (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/fed051ed1015dcea017eQwen/Qwen3-235B-A22B-Thinking-2507 has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (25.02-25.05) 74.1. Source: https://huggingface.co/Qwen/Qwen3-235B-A22B-Thinking-2507/raw/main/README.md. Observed at 2026-10-07T20:20:04.754537+00:00.Wed, 07 Oct 2026 20:20:04 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-235B-A22B-Thinking-2507/9b93d6efc14c202a2649google/gemma-4-E4B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 52.0% (Gemma 4 E4B). Source: https://huggingface.co/google/gemma-4-E4B/raw/main/README.md. Observed at 2026-10-07T20:19:55.830091+00:00.Wed, 07 Oct 2026 20:19:55 GMThttps://openmodeldrops.com/models/google/gemma-4-E4B/6a9dee2ce35d8c10327envidia/NVIDIA-Nemotron-Nano-9B-v2 has author-reported evidence for "Write code with agents": Author reports LCB 71.1% (Reasoning On). 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-v2/71e9843b1d4ebb6eff73google/diffusiongemma-26B-A4B-it has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 69.1% (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/a26fdec11eedf3c89d28Qwen/Qwen3-4B-Thinking-2507 has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (25.02-25.05) 55.2 (Qwen3-4B-Thinking-2507). Source: https://huggingface.co/Qwen/Qwen3-4B-Thinking-2507/raw/main/README.md. Observed at 2026-10-07T20:19:47.128419+00:00.Wed, 07 Oct 2026 20:19:47 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-4B-Thinking-2507/016b3d8e1c111fc6c790MiniMaxAI/MiniMax-M2.1 has author-reported evidence for "Write code with agents": Author reports SWE-bench Verified 74.0. Source: https://huggingface.co/MiniMaxAI/MiniMax-M2.1/raw/main/README.md. Observed at 2026-10-07T20:19:35.844652+00:00.Wed, 07 Oct 2026 20:19:35 GMThttps://openmodeldrops.com/models/MiniMaxAI/MiniMax-M2.1/369c49bffc878242cfaamoonshotai/Kimi-K2-Instruct-0905 has author-reported evidence for "Write code with agents": Author reports SWE-Bench verified 69.2 ± 0.63. Source: https://huggingface.co/moonshotai/Kimi-K2-Instruct-0905/raw/main/README.md. Observed at 2026-10-07T20:19:31.925661+00:00.Wed, 07 Oct 2026 20:19:31 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-K2-Instruct-0905/cd99b95ae1bf000f1929stepfun-ai/Step-3.5-Flash has author-reported evidence for "Write code with agents": Author reports LiveCodeBench-V6 86.4. Source: https://huggingface.co/stepfun-ai/Step-3.5-Flash/raw/main/README.md. Observed at 2026-10-07T20:19:26.201489+00:00.Wed, 07 Oct 2026 20:19:26 GMThttps://openmodeldrops.com/models/stepfun-ai/Step-3.5-Flash/6644da621ab02439ceb8google/gemma-4-31B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 80.0% (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/713453c40508aba9a7a9google/gemma-2-2b has author-reported evidence for "Write code with agents": Author reports HumanEval 17.7 (pass@1). Source: https://huggingface.co/google/gemma-2-2b/raw/main/README.md. Observed at 2026-10-07T20:19:18.173147+00:00.Wed, 07 Oct 2026 20:19:18 GMThttps://openmodeldrops.com/models/google/gemma-2-2b/8ab13aabc513ad3098fcdeepseek-ai/DeepSeek-R1-0528-Qwen3-8B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench (2408-2505) 60.5 (DeepSeek-R1-0528-Qwen3-8B). Source: https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B/raw/main/README.md. Observed at 2026-10-07T20:19:13.226996+00:00.Wed, 07 Oct 2026 20:19:13 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B/f24d964b50c35fa2d6b1meta-models/Muse-Glimmer-30B has author-reported evidence for "Write code with agents": Author reports SWE-Bench Pro 51.2 (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/dae2e9d7e0b8fb9fcc16thinkingmachines/Inkling has author-reported evidence for "Write code with agents": Author reports SWEBench Verified 77.6%. Source: https://huggingface.co/thinkingmachines/Inkling/raw/main/README.md. Observed at 2026-10-07T20:19:05.702369+00:00.Wed, 07 Oct 2026 20:19:05 GMThttps://openmodeldrops.com/models/thinkingmachines/Inkling/02002174ad6771b1bf52Qwen/Qwen3.8-2.4T-A95B has author-reported evidence for "Write code with agents": Author reports Terminal Bench 2.1 86.6 (Qwen3.8-Max). Source: https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B/raw/main/README.md. Observed at 2026-10-07T20:18:43.943113+00:00.Wed, 07 Oct 2026 20:18:43 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.8-2.4T-A95B/f137c9d913a2884b5dc9deepseek-ai/DeepSeek-V4-Flash-Vision-Exp has author-reported evidence for "Write code with agents": Author reports Terminal Bench 2.1 83.9 (Text Agent Capabilities). Source: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-Vision-Exp/raw/main/README.md. Observed at 2026-10-07T20:18:39.127206+00:00.Wed, 07 Oct 2026 20:18:39 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Flash-Vision-Exp/c41b369494f164822405Qwen/Qwen2-7B-Instruct has author-reported evidence for "Write code with agents": Author reports Humaneval 79.9 (Coding). Source: https://huggingface.co/Qwen/Qwen2-7B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:18:32.724291+00:00.Wed, 07 Oct 2026 20:18:32 GMThttps://openmodeldrops.com/models/Qwen/Qwen2-7B-Instruct/28eec97081be210cf486Qwen/Qwen2.5-VL-32B-Instruct has author-reported evidence for "Write code with agents": Author reports MBPP 84.0 (Qwen2.5-VL-32B). Source: https://huggingface.co/Qwen/Qwen2.5-VL-32B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:18:28.397309+00:00.Wed, 07 Oct 2026 20:18:28 GMThttps://openmodeldrops.com/models/Qwen/Qwen2.5-VL-32B-Instruct/3d26b1f4dd56487089a3deepseek-ai/DeepSeek-R1-Distill-Llama-8B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench pass@1 39.6 (DeepSeek-R1-Distill-Llama-8B). Source: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B/raw/main/README.md. Observed at 2026-10-07T20:18:26.119294+00:00.Wed, 07 Oct 2026 20:18:26 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1-Distill-Llama-8B/6313c2f21fde6a8e2deagoogle/gemma-4-E2B-it has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 44.0% (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/3d7062474f1435ec2ba2deepseek-ai/DeepSeek-R1-Distill-Qwen-14B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench pass@1 53.1 (DeepSeek-R1-Distill-Qwen-14B). Source: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B/raw/main/README.md. Observed at 2026-10-07T20:18:21.256145+00:00.Wed, 07 Oct 2026 20:18:21 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B/57e3ae6f9526c2c70c57google/gemma-4-12B-it has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 72.0% (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/2988262f63c3de563826Qwen/Qwen3-30B-A3B-Instruct-2507 has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (25.02-25.05) 43.2. Source: https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/raw/main/README.md. Observed at 2026-10-07T20:18:16.108331+00:00.Wed, 07 Oct 2026 20:18:16 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-30B-A3B-Instruct-2507/b54affd32ff1c8104a08deepseek-ai/DeepSeek-R1-Distill-Qwen-7B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench pass@1 37.6 (DeepSeek-R1-Distill-Qwen-7B). Source: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/raw/main/README.md. Observed at 2026-10-07T20:18:14.246508+00:00.Wed, 07 Oct 2026 20:18:14 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/b84732537235129fdf41deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench pass@1 16.9 (DeepSeek-R1-Distill-Qwen-1.5B). Source: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B/raw/main/README.md. Observed at 2026-10-07T20:17:54.056144+00:00.Wed, 07 Oct 2026 20:17:54 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B/93100fe044caa1d4113fzai-org/GLM-4.7 has author-reported evidence for "Write code with agents": Author reports LiveCodeBench-v6 84.9. Source: https://huggingface.co/zai-org/GLM-4.7/raw/main/README.md. Observed at 2026-10-07T20:17:53.256404+00:00.Wed, 07 Oct 2026 20:17:53 GMThttps://openmodeldrops.com/models/zai-org/GLM-4.7/fdb6e08bf4baf19cb523deepseek-ai/DeepSeek-V4-Pro-0813 has author-reported evidence for "Write code with agents": Author reports Terminal Bench 2.1 87.9. Source: https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro-0813/raw/main/README.md. Observed at 2026-10-07T20:17:47.016485+00:00.Wed, 07 Oct 2026 20:17:47 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Pro-0813/12de690a4696392d765bdeepseek-ai/DeepSeek-R1-Distill-Qwen-32B has author-reported evidence for "Write code with agents": Author reports LiveCodeBench pass@1 57.2 (DeepSeek-R1-Distill-Qwen-32B). Source: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B/raw/main/README.md. Observed at 2026-10-07T20:17:45.604036+00:00.Wed, 07 Oct 2026 20:17:45 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B/a85369d7ad99ae4e13eemicrosoft/phi-4 has author-reported evidence for "Write code with agents": Author reports HumanEval 82.6 (phi-4 (14B)). Source: https://huggingface.co/microsoft/phi-4/raw/main/README.md. Observed at 2026-10-07T20:17:30.565050+00:00.Wed, 07 Oct 2026 20:17:30 GMThttps://openmodeldrops.com/models/microsoft/phi-4/b53445150f4d3d7c5afbzai-org/GLM-5.1 has author-reported evidence for "Write code with agents": Author reports SWE-Bench Pro 58.4. Source: https://huggingface.co/zai-org/GLM-5.1/raw/main/README.md. Observed at 2026-10-07T20:17:29.948373+00:00.Wed, 07 Oct 2026 20:17:29 GMThttps://openmodeldrops.com/models/zai-org/GLM-5.1/6f6574af45fba6675118Qwen/Qwen3.8-Flash-Next has author-reported evidence for "Write code with agents": Author reports DeepSWE 1.1 58.7 (Agentic coding). Source: https://huggingface.co/Qwen/Qwen3.8-Flash-Next/raw/main/README.md. Observed at 2026-10-07T20:17:28.445767+00:00.Wed, 07 Oct 2026 20:17:28 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.8-Flash-Next/f3c68f4fc01f79b9096dgoogle/gemma-4-E4B-it has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 52.0% (Gemma 4 E4B). Source: https://huggingface.co/google/gemma-4-E4B-it/raw/main/README.md. Observed at 2026-10-07T20:17:16.087842+00:00.Wed, 07 Oct 2026 20:17:16 GMThttps://openmodeldrops.com/models/google/gemma-4-E4B-it/259aa1341659a57d605dQwen/Qwen3-235B-A22B-Instruct-2507 has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (25.02-25.05) 51.8. Source: https://huggingface.co/Qwen/Qwen3-235B-A22B-Instruct-2507/raw/main/README.md. Observed at 2026-10-07T20:17:13.932469+00:00.Wed, 07 Oct 2026 20:17:13 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-235B-A22B-Instruct-2507/50130674c85e480c5598Qwen/Qwen3-4B-Instruct-2507 has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (25.02-25.05) 35.1. Source: https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/raw/main/README.md. Observed at 2026-10-07T20:17:09.502463+00:00.Wed, 07 Oct 2026 20:17:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-4B-Instruct-2507/f8706f216e05f988a12cQwen/Qwen3-Next-80B-A3B-Instruct has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 (25.02-25.05) 56.6. Source: https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Instruct/raw/main/README.md. Observed at 2026-10-07T20:16:39.354303+00:00.Wed, 07 Oct 2026 20:16:39 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-Next-80B-A3B-Instruct/f3c8657e79f7db74f176Qwen/Qwen3.6-27B has author-reported evidence for "Write code with agents": Author reports SWE-bench Verified 77.2 (Qwen3.6-27B). Source: https://huggingface.co/Qwen/Qwen3.6-27B/raw/main/README.md. Observed at 2026-10-07T20:16:37.008155+00:00.Wed, 07 Oct 2026 20:16:37 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.6-27B/ee8744004a83e721ab04moonshotai/Kimi-K2.6 has author-reported evidence for "Write code with agents": Author reports SWE-Bench Pro 58.6 (Coding). Source: https://huggingface.co/moonshotai/Kimi-K2.6/raw/main/README.md. Observed at 2026-10-07T20:16:34.543536+00:00.Wed, 07 Oct 2026 20:16:34 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-K2.6/bd9ba5cf5df3d77df263deepseek-ai/DeepSeek-V4-Flash has author-reported evidence for "Write code with agents": Author reports BigCodeBench (Pass@1) 56.8 (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/9e84e57e4be8b781eafbzai-org/GLM-4.7-Flash has author-reported evidence for "Write code with agents": Author reports SWE-bench Verified 59.2. Source: https://huggingface.co/zai-org/GLM-4.7-Flash/raw/main/README.md. Observed at 2026-10-07T20:16:08.438286+00:00.Wed, 07 Oct 2026 20:16:08 GMThttps://openmodeldrops.com/models/zai-org/GLM-4.7-Flash/8df7fa4d1879e71f69f8deepseek-ai/DeepSeek-V4-Pro has author-reported evidence for "Write code with agents": Author reports BigCodeBench (Pass@1) 59.2 (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/e52082e4cb663af0b75aQwen/Qwen3.6-35B-A3B has author-reported evidence for "Write code with agents": Author reports SWE-bench Verified 73.4. Source: https://huggingface.co/Qwen/Qwen3.6-35B-A3B/raw/main/README.md. Observed at 2026-10-07T20:15:50.017073+00:00.Wed, 07 Oct 2026 20:15:50 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.6-35B-A3B/011f8ffe36a147886456deepseek-ai/DeepSeek-V4.1-Flash has author-reported evidence for "Write code with agents": Author reports BigCodeBench (Pass@1) 60.6 (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/9b02e8ae440d77372848moonshotai/Kimi-K3 has author-reported evidence for "Write code with agents": Author reports DeepSWE 67.5. 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-K3/22ce33f3770c19cce4f6google/gemma-4-31B-it has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 80.0% (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/99f136c58e5b0cbc020dgoogle/gemma-4-26B-A4B-it has author-reported evidence for "Write code with agents": Author reports LiveCodeBench v6 77.1% (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/442d2cce94f5ba4df91bzai-org/GLM-5.2 has author-reported evidence for "Write code with agents": Author reports SWE-bench Pro 62.1. Source: https://huggingface.co/zai-org/GLM-5.2/raw/main/README.md. Observed at 2026-10-07T20:14:26.358517+00:00.Wed, 07 Oct 2026 20:14:26 GMThttps://openmodeldrops.com/models/zai-org/GLM-5.2/9e37d0c2b9e00a016ee1Qwen/Qwen3.8-27B has author-reported evidence for "Write code with agents": Author reports Terminal Bench 2.1 (Terminus) 73.0. Source: https://huggingface.co/Qwen/Qwen3.8-27B/raw/main/README.md. Observed at 2026-10-07T20:14:26.358279+00:00.Wed, 07 Oct 2026 20:14:26 GMThttps://openmodeldrops.com/models/Qwen/Qwen3.8-27B/16e356b99d27159431eddeepseek-ai/DeepSeek-V4-Flash-0731 has author-reported evidence for "Write code with agents": Author reports Terminal Bench 2.1 82.7. Source: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731/raw/main/README.md. Observed at 2026-10-07T20:12:46.680562+00:00.Wed, 07 Oct 2026 20:12:46 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V4-Flash-0731/fd519344ac861be66f3e