Model Follower: Call tools and APIsModels with measured (third-party leaderboard) or author-reported evidence for "Call tools and APIs", dated by when the evidence was observed.https://openmodeldrops.com/engemma-3-1b-it: BFCL 7.17google/gemma-3-1b-it has measured evidence for "Call tools and APIs": BFCL 7.17 (Prompt). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241862+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/google/gemma-3-1b-it/d5d585b066c7eccc2e3egemma-3-4b-it: BFCL 19.62google/gemma-3-4b-it has measured evidence for "Call tools and APIs": BFCL 19.62 (Prompt). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241809+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/google/gemma-3-4b-it/f8e7b038db980076ab10Llama-3.2-3B-Instruct: BFCL 21.95meta-llama/Llama-3.2-3B-Instruct has measured evidence for "Call tools and APIs": BFCL 21.95 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241784+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/meta-llama/Llama-3.2-3B-Instruct/8c6655f3c0f0ff3c8698Qwen3-0.6B: BFCL 23.93Qwen/Qwen3-0.6B has measured evidence for "Call tools and APIs": BFCL 23.93 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241738+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-0.6B/5b53ca3df96ce1f68c08Llama-3.1-8B-Instruct: BFCL 25.83meta-llama/Llama-3.1-8B-Instruct has measured evidence for "Call tools and APIs": BFCL 25.83 (Prompt). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241697+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/meta-llama/Llama-3.1-8B-Instruct/4cee21b8cea6bcb102e8Llama-4-Scout-17B-16E-Instruct: BFCL 28.13meta-llama/Llama-4-Scout-17B-16E-Instruct has measured evidence for "Call tools and APIs": BFCL 28.13 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241621+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/meta-llama/Llama-4-Scout-17B-16E-Instruct/c4bc385ca218a973edbfQwen3-1.7B: BFCL 28.41Qwen/Qwen3-1.7B has measured evidence for "Call tools and APIs": BFCL 28.41 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241610+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-1.7B/06a9f0d049ec7f36fceephi-4: BFCL 28.79microsoft/phi-4 has measured evidence for "Call tools and APIs": BFCL 28.79 (Prompt). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241599+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/microsoft/phi-4/1ded5b78615803118ea3gemma-3-27b-it: BFCL 29.47google/gemma-3-27b-it has measured evidence for "Call tools and APIs": BFCL 29.47 (Prompt). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241583+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/google/gemma-3-27b-it/10bd29eb7d2475138a03gemma-3-12b-it: BFCL 30.43google/gemma-3-12b-it has measured evidence for "Call tools and APIs": BFCL 30.43 (Prompt). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241521+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/google/gemma-3-12b-it/4d42b4fe0e7818c924a9Llama-3.3-70B-Instruct: BFCL 31.9meta-llama/Llama-3.3-70B-Instruct has measured evidence for "Call tools and APIs": BFCL 31.9 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241493+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/meta-llama/Llama-3.3-70B-Instruct/f3be4e9a34ed699a8919Qwen3-4B-Instruct-2507: BFCL 35.68Qwen/Qwen3-4B-Instruct-2507 has measured evidence for "Call tools and APIs": BFCL 35.68 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241443+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-4B-Instruct-2507/1d408f575afccb83c823Qwen3-14B: BFCL 41.03Qwen/Qwen3-14B has measured evidence for "Call tools and APIs": BFCL 41.03 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241371+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-14B/d56ac873df5fd435faadQwen3-30B-A3B-Instruct-2507: BFCL 41.39Qwen/Qwen3-30B-A3B-Instruct-2507 has measured evidence for "Call tools and APIs": BFCL 41.39 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241354+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-30B-A3B-Instruct-2507/4e0ca19102634bece17dQwen3-8B: BFCL 42.57Qwen/Qwen3-8B has measured evidence for "Call tools and APIs": BFCL 42.57 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241337+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-8B/c729139a9bc2695de0d3Llama-xLAM-2-8b-fc-r: BFCL 46.68Salesforce/Llama-xLAM-2-8b-fc-r has measured evidence for "Call tools and APIs": BFCL 46.68 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241306+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Salesforce/Llama-xLAM-2-8b-fc-r/6423492a6024b466ea38Qwen3-32B: BFCL 48.71Qwen/Qwen3-32B has measured evidence for "Call tools and APIs": BFCL 48.71 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241262+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-32B/9e3545ea6904c7ce9419Qwen3-235B-A22B-Instruct-2507: BFCL 52.15Qwen/Qwen3-235B-A22B-Instruct-2507 has measured evidence for "Call tools and APIs": BFCL 52.15 (Prompt). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241228+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/Qwen/Qwen3-235B-A22B-Instruct-2507/5a9cdd9af9c85f6d855dDeepSeek-V3.2-Exp: BFCL 54.12deepseek-ai/DeepSeek-V3.2-Exp has measured evidence for "Call tools and APIs": BFCL 54.12 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241198+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-V3.2-Exp/f8c9cf0efa8f7a67bf24Kimi-K2-Instruct: BFCL 59.06moonshotai/Kimi-K2-Instruct has measured evidence for "Call tools and APIs": BFCL 59.06 (FC). Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241146+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-K2-Instruct/cbf3736db337f7c2fcb8GLM-4.6: BFCL 72.38zai-org/GLM-4.6 has measured evidence for "Call tools and APIs": BFCL 72.38. Source: https://gorilla.cs.berkeley.edu/leaderboard.html. Observed at 2026-10-25T06:54:09.241091+00:00.Sun, 25 Oct 2026 06:54:09 GMThttps://openmodeldrops.com/models/zai-org/GLM-4.6/b1f7bfbf7300d5a78cc3Kimi-K3: Author reports toolathlon_verified 76.5moonshotai/Kimi-K3 has author-reported evidence for "Call tools and APIs": Author reports toolathlon_verified 76.5. Source: https://huggingface.co/moonshotai/Kimi-K3/raw/main/.eval_results/moonshotai__Kimi-K3.yaml. Observed at 2026-10-24T21:31:33Z.Sat, 24 Oct 2026 21:31:33 GMThttps://openmodeldrops.com/models/moonshotai/Kimi-K3/71e8c6a081e8b31fb21aNanbeige4.1-3B: Author reports BFCL-V4 56.50Nanbeige/Nanbeige4.1-3B has author-reported evidence for "Call tools and APIs": Author reports BFCL-V4 56.50. 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/ea9f66c16d023e034688Llama-3.1-Nemotron-Nano-8B-v1: Author reports BFCL v2 Live 63.9%nvidia/Llama-3.1-Nemotron-Nano-8B-v1 has author-reported evidence for "Call tools and APIs": Author reports BFCL v2 Live 63.9% (Reasoning Off). 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-v1/915c7f6eed57ae832b5dOrnith-1.5-9B: Author reports Toolathlon-Verified 41.2ornith-ai/Ornith-1.5-9B has author-reported evidence for "Call tools and APIs": Author reports Toolathlon-Verified 41.2. 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/ede5a96e00b9615c2848gemma-4-26B-A4B-it-assistant: Author reports Tau2 (average over 3) 68.2%google/gemma-4-26B-A4B-it-assistant has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 68.2% (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/ebb0d34562c9217c3e2bfunctiongemma-270m-it: Author reports BFCL Irrelevance 73.7google/functiongemma-270m-it has author-reported evidence for "Call tools and APIs": Author reports BFCL Irrelevance 73.7 (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/ddb55674657989aba46bLaguna-S-2.1: Author reports Toolathlon Verified 49.7%poolside/Laguna-S-2.1 has author-reported evidence for "Call tools and APIs": Author reports Toolathlon Verified 49.7% (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/cec558c0d2bc95dee011gemma-4-31B-it-assistant: Author reports Tau2 (average over 3) 76.9%google/gemma-4-31B-it-assistant has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 76.9% (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/f6df016acf559621edb3Qwen3-Next-80B-A3B-Thinking: Author reports BFCL-v3 72.0Qwen/Qwen3-Next-80B-A3B-Thinking has author-reported evidence for "Call tools and APIs": Author reports BFCL-v3 72.0. 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/5ca3e3c58d06433a15d5gemma-4-12B: Author reports Tau2 (average over 3) 69.0%google/gemma-4-12B has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 69.0% (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/efae72ffae17860d58f5Step-3.7-Flash: Author reports Toolathlon 49.5stepfun-ai/Step-3.7-Flash has author-reported evidence for "Call tools and APIs": Author reports Toolathlon 49.5. 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/d1f8e92f5735508d88a4Qwen3-30B-A3B-Thinking-2507: Author reports BFCL-v3 72.4Qwen/Qwen3-30B-A3B-Thinking-2507 has author-reported evidence for "Call tools and APIs": Author reports BFCL-v3 72.4. 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/aaa96b3d47cb2d6ab288MiMo-V2.6-Flash-RL: Author reports Toolathlon-Verified 73.6XiaomiMiMo/MiMo-V2.6-Flash-RL has author-reported evidence for "Call tools and APIs": Author reports Toolathlon-Verified 73.6 (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/660adcb47235e163ed8cgemma-4-E2B: Author reports Tau2 (average over 3) 24.5%google/gemma-4-E2B has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 24.5% (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/e0ee6314ae3bc7fc719bSmolLM3-3B: Author reports BFCL 92.3HuggingFaceTB/SmolLM3-3B has author-reported evidence for "Call tools and APIs": Author reports BFCL 92.3 (Instruction Model, No 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/cb9934167fd66aee44c7MiMo-V2.6-Pro-RL: Author reports Toolathlon-Verified 76.9XiaomiMiMo/MiMo-V2.6-Pro-RL has author-reported evidence for "Call tools and APIs": Author reports Toolathlon-Verified 76.9 (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/0429d9eb98ec3f21c625gemma-4-26B-A4B: Author reports Tau2 (average over 3) 68.2%google/gemma-4-26B-A4B has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 68.2% (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/c7184e40f971191ee489Qwen3-235B-A22B-Thinking-2507: Author reports BFCL-v3 71.9Qwen/Qwen3-235B-A22B-Thinking-2507 has author-reported evidence for "Call tools and APIs": Author reports BFCL-v3 71.9. 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/ea601fbc83d584bc5418gemma-4-E4B: Author reports Tau2 (average over 3) 42.2%google/gemma-4-E4B has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 42.2% (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/0043aaefdc709efa9cf9NVIDIA-Nemotron-Nano-9B-v2: Author reports BFCL v3 66.9%nvidia/NVIDIA-Nemotron-Nano-9B-v2 has author-reported evidence for "Call tools and APIs": Author reports BFCL v3 66.9% (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-v2/8fe4c5b8027cd9a366f9diffusiongemma-26B-A4B-it: Author reports Tau2 (average over 3) 56.2%google/diffusiongemma-26B-A4B-it has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 56.2% (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/126e620cc122aa1d36beQwen3-4B-Thinking-2507: Author reports BFCL-v3 71.2Qwen/Qwen3-4B-Thinking-2507 has author-reported evidence for "Call tools and APIs": Author reports BFCL-v3 71.2 (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-2507/29797d374dfc3823cea5gemma-4-31B: Author reports Tau2 (average over 3) 76.9%google/gemma-4-31B has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 76.9% (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/691430833dcb166e1867DeepSeek-V4-Flash-Vision-Exp: Author reports Toolathlon-Verified 75.9deepseek-ai/DeepSeek-V4-Flash-Vision-Exp has author-reported evidence for "Call tools and APIs": Author reports Toolathlon-Verified 75.9 (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/19164443c2aae3d77b71gemma-4-E2B-it: Author reports Tau2 (average over 3) 24.5%google/gemma-4-E2B-it has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 24.5% (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/0143995815953530f599gemma-4-12B-it: Author reports Tau2 (average over 3) 69.0%google/gemma-4-12B-it has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 69.0% (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/cfd18e901e06cbfd375dDeepSeek-V4-Pro-0813: Author reports Toolathlon-Verified 74.1deepseek-ai/DeepSeek-V4-Pro-0813 has author-reported evidence for "Call tools and APIs": Author reports Toolathlon-Verified 74.1. 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-0813/5acc686c5175d766d65cgemma-4-E4B-it: Author reports Tau2 (average over 3) 42.2%google/gemma-4-E4B-it has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 42.2% (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/25f25426d31095159e0dDeepSeek-R1-0528: Author reports BFCL_v3_MultiTurn (Acc) 37.0deepseek-ai/DeepSeek-R1-0528 has author-reported evidence for "Call tools and APIs": Author reports BFCL_v3_MultiTurn (Acc) 37.0 (DeepSeek R1 0528). Source: https://huggingface.co/deepseek-ai/DeepSeek-R1-0528/raw/main/README.md. Observed at 2026-10-07T20:16:50.849233+00:00.Wed, 07 Oct 2026 20:16:50 GMThttps://openmodeldrops.com/models/deepseek-ai/DeepSeek-R1-0528/37d6b88e8e4ec666f456Qwen3-Next-80B-A3B-Instruct: Author reports BFCL-v3 70.3Qwen/Qwen3-Next-80B-A3B-Instruct has author-reported evidence for "Call tools and APIs": Author reports BFCL-v3 70.3. 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/3e4965651f87b2a2aa74Kimi-K2.6: Author reports Toolathlon 50.0moonshotai/Kimi-K2.6 has author-reported evidence for "Call tools and APIs": Author reports Toolathlon 50.0 (Agentic). 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-K2.6/3db168d9f2ca00f3c2bfgemma-4-31B-it: Author reports Tau2 (average over 3) 76.9%google/gemma-4-31B-it has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 76.9% (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/e4b6ffea76a2f6e6fb4dGLM-5.3: Author reports Toolathlon Verified 73.0zai-org/GLM-5.3 has author-reported evidence for "Call tools and APIs": Author reports Toolathlon Verified 73.0. Source: https://huggingface.co/zai-org/GLM-5.3/raw/main/README.md. Observed at 2026-10-07T20:15:39.010938+00:00.Wed, 07 Oct 2026 20:15:39 GMThttps://openmodeldrops.com/models/zai-org/GLM-5.3/0d16b0e45a9ca9ffbadagemma-4-26B-A4B-it: Author reports Tau2 (average over 3) 68.2%google/gemma-4-26B-A4B-it has author-reported evidence for "Call tools and APIs": Author reports Tau2 (average over 3) 68.2% (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/29bb96866c09c1a13a85DeepSeek-V4-Flash-0731: Author reports Toolathlon-Verified 70.3deepseek-ai/DeepSeek-V4-Flash-0731 has author-reported evidence for "Call tools and APIs": Author reports Toolathlon-Verified 70.3. 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-0731/322e1c286ea3b7505511