From f47ef84956865b210f4d46fba4fb40cdcbc9a63e Mon Sep 17 00:00:00 2001 From: Yifan Lu <111810457+yl231@users.noreply.github.com> Date: Thu, 29 Oct 2026 17:40:02 -0500 Subject: [PATCH] Leaderboard: add NuRoute Artemis (#224) NuRoute's Artemis Task router (#224, landed via #247): Arena 72.87, accuracy 75.47%, $0.60 per 1K queries, robustness 80.00, re-evaluated with the LiveCodeBench fixes. Adds its README row and a closed-source manifest entry. Co-Authored-By: Claude Opus 5.5 --- README.md | 45 ++++++++++++++++++++------------------- leaderboard_manifest.yaml | 10 +++++++++ 2 files changed, 33 insertions(+), 22 deletions(-) diff --git a/README.md b/README.md index cdd8501f..0e14ab5a 100644 --- a/README.md +++ b/README.md @@ -52,28 +52,29 @@ For more details, please see our [website](https://routeworks.github.io/leaderbo | 10 | [nadir-caliper]() | πŸ‘€ [@doramirdor](https://github.com/doramirdor) | 74.55 | 75.84 | $0.22 | β€” | β€” | β€” | β€” | 79.76 | | 11 | [AgentForge Router]() | πŸ‘€ [@YangY-Z](https://github.com/YangY-Z) | 74.13 | 74.72 | $0.13 | 17.84 | 52.47 | 98.68 | β€” | 40.48 | | 12 | [BARouter]() | πŸ‘€ [@zulk2002](https://github.com/zulk2002) | 73.79 | 75.72 | $0.36 | 64.41 | 67.13 | 93.84 | β€” | 68.81 | -| 13 | [Weave Router](https://workweave.ai) | πŸŽ“ Weave | 72.82 | 76.32 | $0.94 | β€” | β€” | β€” | β€” | 100.00 | -| 14 | [Nadir Router](https://github.com/NadirRouter/NadirClaw) | πŸŽ“ NadirRouter | 72.29 | 75.01 | $0.68 | β€” | β€” | β€” | β€” | 25.48 | -| 15 | [OrcaRouter‑Adaptive](https://www.orcarouter.ai/) [[Code]](https://github.com/Continuum-AI-Corp/OrcaRouter-Lite) [[Paper]](https://arxiv.org/abs/2605.30736) [[X]](https://x.com/orcarouter) | πŸŽ“ [Continuum AI](https://www.continuum01.ai/) | 72.08 | 75.54 | $1.00 | β€” | β€” | β€” | β€” | 22.62 | -| 16 | [Hybrid Router]() | πŸ‘€ [@mikemao27](https://github.com/mikemao27) | 72.08 | 71.38 | $0.04 | 89.87 | 94.19 | 92.81 | β€” | 96.67 | -| 17 | [R2-Router](https://arxiv.org/abs/2602.02823/) | πŸŽ“ UCF | 71.60 | 71.23 | $0.06 | 24.51 | 48.70 | 99.85 | β€” | 45.71 | -| 18 | [cruq-router]() | πŸ‘€ [@nabaruns](https://github.com/nabaruns) | 70.77 | 71.35 | $0.18 | β€” | β€” | β€” | β€” | 81.67 | -| 19 | [chuzom-solo-v32]() | πŸ‘€ [@ypollak2](https://github.com/ypollak2) | 70.61 | 70.59 | $0.10 | β€” | β€” | β€” | β€” | 100.00 | -| 20 | [Azure-Model-Router](https://ai.azure.com/catalog/models/model-router) [[Web]](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/model-router) | πŸ’Ό Microsoft | 70.42 | 72.94 | $0.73 | β€” | β€” | β€” | β€” | 71.43 | -| 21 | [Auto Router]() | πŸ‘€ [@cxf2015](https://github.com/cxf2015) | 70.05 | 70.17 | $0.12 | 37.58 | 40.02 | 86.04 | β€” | 49.52 | -| 22 | [Lynkr]() | πŸ‘€ [@vishalveerareddy123](https://github.com/vishalveerareddy123) | 67.65 | 68.41 | $0.29 | 10.97 | 16.08 | 84.48 | β€” | 92.38 | -| 23 | [MIRT‑BERT](https://arxiv.org/pdf/2506.01048) [[Code]](https://github.com/Mercidaiha/IRT-Router) | πŸŽ“ USTC | 66.89 | 66.88 | $0.15 | 3.44 | 19.62 | 78.18 | 27.03 | 61.19 | -| 24 | [NIRT‑BERT](https://arxiv.org/pdf/2506.01048) [[Code]](https://github.com/Mercidaiha/IRT-Router) | πŸŽ“ USTC | 66.12 | 66.34 | $0.21 | 3.83 | 14.04 | 77.88 | 10.42 | 49.29 | -| 25 | [AsiaInfo-Router]() | πŸ‘€ [@Uncle-LL](https://github.com/Uncle-LL) | 65.87 | 75.20 | $8.54 | β€” | β€” | β€” | β€” | 69.52 | -| 26 | [GPT‑5](https://openai.com/index/introducing-gpt-5/) | πŸ’Ό OpenAI | 64.32 | 73.96 | $10.02 | β€” | β€” | β€” | β€” | β€” | -| 27 | [CARROT](https://arxiv.org/abs/2502.03261) [[Code]](https://github.com/somerstep/CARROT) [[HF]](https://huggingface.co/CARROT-LLM-Routing) | πŸŽ“ UMich | 63.87 | 67.21 | $2.06 | 2.68 | 6.77 | 78.63 | 1.50 | 89.05 | -| 28 | [Chayan](https://huggingface.co/adaptive-classifier/chayan) [[HF]](https://huggingface.co/adaptive-classifier/chayan) | πŸŽ“ Adaptive Classifier | 63.83 | 64.89 | $0.56 | 43.03 | 43.75 | 88.74 | β€” | β€” | -| 29 | [RouterBench‑MLP](https://arxiv.org/pdf/2403.12031) [[Code]](https://github.com/withmartian/routerbench) [[HF]](https://huggingface.co/datasets/withmartian/routerbench) | πŸŽ“ Martian | 57.56 | 61.62 | $4.83 | 13.39 | 24.45 | 83.32 | 90.91 | 80.00 | -| 30 | [NotDiamond](https://www.notdiamond.ai/) | πŸ’Ό NotDiamond | 57.29 | 60.83 | $4.10 | 1.55 | 2.14 | 76.81 | β€” | 55.91 | -| 31 | [GraphRouter](https://arxiv.org/abs/2410.03834) [[Code]](https://github.com/ulab-uiuc/GraphRouter) | πŸŽ“ UIUC | 57.22 | 57.00 | $0.34 | 4.73 | 38.33 | 74.25 | 2.70 | 94.29 | -| 32 | [RouterBench‑KNN](https://arxiv.org/pdf/2403.12031) [[Code]](https://github.com/withmartian/routerbench) [[HF]](https://huggingface.co/datasets/withmartian/routerbench) | πŸŽ“ Martian | 55.48 | 58.69 | $4.27 | 13.09 | 25.49 | 78.77 | 1.33 | 83.33 | -| 33 | [RouteLLM](https://arxiv.org/abs/2406.18665) [[Code]](https://github.com/lm-sys/RouteLLM) [[HF]](https://huggingface.co/routellm) | πŸŽ“ Berkeley | 48.07 | 47.04 | $0.27 | 99.72 | 99.63 | 68.76 | 0.40 | 100.00 | -| 34 | [RouterDC](https://arxiv.org/abs/2409.19886) [[Code]](https://github.com/shuhao02/RouterDC) | πŸŽ“ SUSTech | 33.75 | 32.01 | $0.07 | 39.84 | 73.00 | 49.05 | 10.75 | 85.24 | +| 13 | [NuRoute Artemis](https://nuroute.ai) | πŸ’Ό NuRoute | 72.87 | 75.47 | $0.60 | β€” | β€” | β€” | β€” | 80.00 | +| 14 | [Weave Router](https://workweave.ai) | πŸŽ“ Weave | 72.82 | 76.32 | $0.94 | β€” | β€” | β€” | β€” | 100.00 | +| 15 | [Nadir Router](https://github.com/NadirRouter/NadirClaw) | πŸŽ“ NadirRouter | 72.29 | 75.01 | $0.68 | β€” | β€” | β€” | β€” | 25.48 | +| 16 | [OrcaRouter‑Adaptive](https://www.orcarouter.ai/) [[Code]](https://github.com/Continuum-AI-Corp/OrcaRouter-Lite) [[Paper]](https://arxiv.org/abs/2605.30736) [[X]](https://x.com/orcarouter) | πŸŽ“ [Continuum AI](https://www.continuum01.ai/) | 72.08 | 75.54 | $1.00 | β€” | β€” | β€” | β€” | 22.62 | +| 17 | [Hybrid Router]() | πŸ‘€ [@mikemao27](https://github.com/mikemao27) | 72.08 | 71.38 | $0.04 | 89.87 | 94.19 | 92.81 | β€” | 96.67 | +| 18 | [R2-Router](https://arxiv.org/abs/2602.02823/) | πŸŽ“ UCF | 71.60 | 71.23 | $0.06 | 24.51 | 48.70 | 99.85 | β€” | 45.71 | +| 19 | [cruq-router]() | πŸ‘€ [@nabaruns](https://github.com/nabaruns) | 70.77 | 71.35 | $0.18 | β€” | β€” | β€” | β€” | 81.67 | +| 20 | [chuzom-solo-v32]() | πŸ‘€ [@ypollak2](https://github.com/ypollak2) | 70.61 | 70.59 | $0.10 | β€” | β€” | β€” | β€” | 100.00 | +| 21 | [Azure-Model-Router](https://ai.azure.com/catalog/models/model-router) [[Web]](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/model-router) | πŸ’Ό Microsoft | 70.42 | 72.94 | $0.73 | β€” | β€” | β€” | β€” | 71.43 | +| 22 | [Auto Router]() | πŸ‘€ [@cxf2015](https://github.com/cxf2015) | 70.05 | 70.17 | $0.12 | 37.58 | 40.02 | 86.04 | β€” | 49.52 | +| 23 | [Lynkr]() | πŸ‘€ [@vishalveerareddy123](https://github.com/vishalveerareddy123) | 67.65 | 68.41 | $0.29 | 10.97 | 16.08 | 84.48 | β€” | 92.38 | +| 24 | [MIRT‑BERT](https://arxiv.org/pdf/2506.01048) [[Code]](https://github.com/Mercidaiha/IRT-Router) | πŸŽ“ USTC | 66.89 | 66.88 | $0.15 | 3.44 | 19.62 | 78.18 | 27.03 | 61.19 | +| 25 | [NIRT‑BERT](https://arxiv.org/pdf/2506.01048) [[Code]](https://github.com/Mercidaiha/IRT-Router) | πŸŽ“ USTC | 66.12 | 66.34 | $0.21 | 3.83 | 14.04 | 77.88 | 10.42 | 49.29 | +| 26 | [AsiaInfo-Router]() | πŸ‘€ [@Uncle-LL](https://github.com/Uncle-LL) | 65.87 | 75.20 | $8.54 | β€” | β€” | β€” | β€” | 69.52 | +| 27 | [GPT‑5](https://openai.com/index/introducing-gpt-5/) | πŸ’Ό OpenAI | 64.32 | 73.96 | $10.02 | β€” | β€” | β€” | β€” | β€” | +| 28 | [CARROT](https://arxiv.org/abs/2502.03261) [[Code]](https://github.com/somerstep/CARROT) [[HF]](https://huggingface.co/CARROT-LLM-Routing) | πŸŽ“ UMich | 63.87 | 67.21 | $2.06 | 2.68 | 6.77 | 78.63 | 1.50 | 89.05 | +| 29 | [Chayan](https://huggingface.co/adaptive-classifier/chayan) [[HF]](https://huggingface.co/adaptive-classifier/chayan) | πŸŽ“ Adaptive Classifier | 63.83 | 64.89 | $0.56 | 43.03 | 43.75 | 88.74 | β€” | β€” | +| 30 | [RouterBench‑MLP](https://arxiv.org/pdf/2403.12031) [[Code]](https://github.com/withmartian/routerbench) [[HF]](https://huggingface.co/datasets/withmartian/routerbench) | πŸŽ“ Martian | 57.56 | 61.62 | $4.83 | 13.39 | 24.45 | 83.32 | 90.91 | 80.00 | +| 31 | [NotDiamond](https://www.notdiamond.ai/) | πŸ’Ό NotDiamond | 57.29 | 60.83 | $4.10 | 1.55 | 2.14 | 76.81 | β€” | 55.91 | +| 32 | [GraphRouter](https://arxiv.org/abs/2410.03834) [[Code]](https://github.com/ulab-uiuc/GraphRouter) | πŸŽ“ UIUC | 57.22 | 57.00 | $0.34 | 4.73 | 38.33 | 74.25 | 2.70 | 94.29 | +| 33 | [RouterBench‑KNN](https://arxiv.org/pdf/2403.12031) [[Code]](https://github.com/withmartian/routerbench) [[HF]](https://huggingface.co/datasets/withmartian/routerbench) | πŸŽ“ Martian | 55.48 | 58.69 | $4.27 | 13.09 | 25.49 | 78.77 | 1.33 | 83.33 | +| 34 | [RouteLLM](https://arxiv.org/abs/2406.18665) [[Code]](https://github.com/lm-sys/RouteLLM) [[HF]](https://huggingface.co/routellm) | πŸŽ“ Berkeley | 48.07 | 47.04 | $0.27 | 99.72 | 99.63 | 68.76 | 0.40 | 100.00 | +| 35 | [RouterDC](https://arxiv.org/abs/2409.19886) [[Code]](https://github.com/shuhao02/RouterDC) | πŸŽ“ SUSTech | 33.75 | 32.01 | $0.07 | 39.84 | 73.00 | 49.05 | 10.75 | 85.24 | > **Under review:** Paix2 ([#164](https://github.com/RouteWorks/RouterArena/pull/164)) is temporarily removed from the ranking pending an integrity review. See [#211](https://github.com/RouteWorks/RouterArena/issues/211). diff --git a/leaderboard_manifest.yaml b/leaderboard_manifest.yaml index 6b9ea05f..b9cc8a53 100644 --- a/leaderboard_manifest.yaml +++ b/leaderboard_manifest.yaml @@ -234,6 +234,16 @@ routers: github_url: "https://bizrouter.ai" type: "closed-source" + - readme_name: "NuRoute Artemis" + website_name: "NuRoute Artemis" + prediction: "nuroutev2-artemis" + category_key: "nuroute-artemis" + flip_key: "nuroute-artemis" + website: + affiliation: "NuRoute" + github_url: "https://nuroute.ai" + type: "closed-source" + # --- Externally-evaluated baselines (headline from README; derived data on # the website is preserved as-is) --- - readme_name: "MIRT-BERT"