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Leaderboard: update vLLM-SR (#147) and add Hybrid Router (#150) #151

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yl231 merged 1 commit into from
Jun 23, 2026
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Leaderboard: update vLLM-SR (#147) and add Hybrid Router (#150) #151

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41 changes: 21 additions & 20 deletions README.md
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Expand Up @@ -37,27 +37,28 @@ For more details, please see our [website](https://routeworks.github.io/leaderbo

| Rank | Router | Affiliation | Acc-Cost Arena | Accuracy | Cost/1K Queries | Optimal Selection | Optimal Cost | Optimal Accuracy | Latency | Robustness |
|------|--------------------|-----------------------------|--------|----------|---------|-----------------|--------------|----------------|---------|------------|
| 🥇 | [Sqwish Router](https://www.sqwish.ai/) | 👤 [@namitha-sqwish](https://github.com/namitha-sqwish) | 75.27 | 76.40 | $0.18 | 7.41 | 25.10 | 90.47 | — | 100.00 |
| 🥈 | [AgentForge Router]() | 👤 [@YangY-Z](https://github.com/YangY-Z) | 74.13 | 74.72 | $0.13 | 17.84 | 52.47 | 98.68 | — | 40.48 |
| 🥉 | [Weave Router](https://workweave.ai) | 🎓 Weave | 72.82 | 76.32 | $0.94 | — | — | — | — | 100.00 |
| 4 | [Nadir Router](https://github.com/NadirRouter/NadirClaw) | 🎓 NadirRouter | 72.29 | 75.01 | $0.68 | — | — | — | — | 25.48 |
| 5 | [vLLM‑SR](https://vllm-semantic-router.com/) [[Code]](https://github.com/vllm-project/semantic-router) [[HF]](https://huggingface.co/llm-semantic-router) | 🎓 vLLM SR Team | 72.15 | 73.19 | $0.23 | 20.77 | 17.19 | 90.00 | — | 73.10 |
| 🥇 | [vLLM‑SR](https://vllm-semantic-router.com/) [[Code]](https://github.com/vllm-project/semantic-router) [[HF]](https://huggingface.co/llm-semantic-router) | 🎓 vLLM SR Team | 75.30 | 77.18 | $0.30 | 16.81 | 25.10 | 89.37 | — | 67.62 |
| 🥈 | [Sqwish Router](https://www.sqwish.ai/) | 👤 [@namitha-sqwish](https://github.com/namitha-sqwish) | 75.27 | 76.40 | $0.18 | 7.41 | 25.10 | 90.47 | — | 100.00 |
| 🥉 | [AgentForge Router]() | 👤 [@YangY-Z](https://github.com/YangY-Z) | 74.13 | 74.72 | $0.13 | 17.84 | 52.47 | 98.68 | — | 40.48 |
| 4 | [Weave Router](https://workweave.ai) | 🎓 Weave | 72.82 | 76.32 | $0.94 | — | — | — | — | 100.00 |
| 5 | [Nadir Router](https://github.com/NadirRouter/NadirClaw) | 🎓 NadirRouter | 72.29 | 75.01 | $0.68 | — | — | — | — | 25.48 |
| 6 | [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) | 🎓 [Continuum AI](https://www.continuum01.ai/) | 72.08 | 75.54 | $1.00 | — | — | — | — | 22.62 |
| 7 | [R2-Router](https://arxiv.org/abs/2602.02823/) | 🎓 UCF | 71.60 | 71.23 | $0.06 | 24.51 | 48.70 | 99.85 | — | 45.71 |
| 8 | [LLM Router](https://github.com/ypollak2/llm-router) [[PyPI]](https://pypi.org/project/llm-routing/) | 👤 [@ypollak2](https://github.com/ypollak2) | 71.26 | 72.05 | $0.20 | 18.01 | 20.46 | 89.13 | — | 30.00 |
| 9 | [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) | 💼 Microsoft | 70.42 | 72.94 | $0.73 | — | — | — | — | 71.43 |
| 10 | [Auto Router]() | 👤 [@cxf2015](https://github.com/cxf2015) | 70.05 | 70.17 | $0.12 | 37.58 | 40.02 | 86.04 | — | 49.52 |
| 11 | [MIRT‑BERT](https://arxiv.org/pdf/2506.01048) [[Code]](https://github.com/Mercidaiha/IRT-Router) | 🎓 USTC | 66.89 | 66.88 | $0.15 | 3.44 | 19.62 | 78.18 | 27.03 | 61.19 |
| 12 | [NIRT‑BERT](https://arxiv.org/pdf/2506.01048) [[Code]](https://github.com/Mercidaiha/IRT-Router) | 🎓 USTC | 66.12 | 66.34 | $0.21 | 3.83 | 14.04 | 77.88 | 10.42 | 49.29 |
| 13 | [GPT‑5](https://openai.com/index/introducing-gpt-5/) | 💼 OpenAI | 64.32 | 73.96 | $10.02 | — | — | — | — | — |
| 14 | [CARROT](https://arxiv.org/abs/2502.03261) [[Code]](https://github.com/somerstep/CARROT) [[HF]](https://huggingface.co/CARROT-LLM-Routing) | 🎓 UMich | 63.87 | 67.21 | $2.06 | 2.68 | 6.77 | 78.63 | 1.50 | 89.05 |
| 15 | [Chayan](https://huggingface.co/adaptive-classifier/chayan) [[HF]](https://huggingface.co/adaptive-classifier/chayan) | 🎓 Adaptive Classifier | 63.83 | 64.89 | $0.56 | 43.03 | 43.75 | 88.74 | — | — |
| 16 | [RouterBench‑MLP](https://arxiv.org/pdf/2403.12031) [[Code]](https://github.com/withmartian/routerbench) [[HF]](https://huggingface.co/datasets/withmartian/routerbench) | 🎓 Martian | 57.56 | 61.62 | $4.83 | 13.39 | 24.45 | 83.32 | 90.91 | 80.00 |
| 17 | [NotDiamond](https://www.notdiamond.ai/) | 💼 NotDiamond | 57.29 | 60.83 | $4.10 | 1.55 | 2.14 | 76.81 | — | 55.91 |
| 18 | [GraphRouter](https://arxiv.org/abs/2410.03834) [[Code]](https://github.com/ulab-uiuc/GraphRouter) | 🎓 UIUC | 57.22 | 57.00 | $0.34 | 4.73 | 38.33 | 74.25 | 2.70 | 94.29 |
| 19 | [RouterBench‑KNN](https://arxiv.org/pdf/2403.12031) [[Code]](https://github.com/withmartian/routerbench) [[HF]](https://huggingface.co/datasets/withmartian/routerbench) | 🎓 Martian | 55.48 | 58.69 | $4.27 | 13.09 | 25.49 | 78.77 | 1.33 | 83.33 |
| 20 | [RouteLLM](https://arxiv.org/abs/2406.18665) [[Code]](https://github.com/lm-sys/RouteLLM) [[HF]](https://huggingface.co/routellm) | 🎓 Berkeley | 48.07 | 47.04 | $0.27 | 99.72 | 99.63 | 68.76 | 0.40 | 100.00 |
| 21 | [RouterDC](https://arxiv.org/abs/2409.19886) [[Code]](https://github.com/shuhao02/RouterDC) | 🎓 SUSTech | 33.75 | 32.01 | $0.07 | 39.84 | 73.00 | 49.05 | 10.75 | 85.24 |
| 7 | [Hybrid Router]() | 👤 [@mikemao27](https://github.com/mikemao27) | 72.08 | 71.38 | $0.04 | 89.87 | 94.19 | 92.81 | — | 96.67 |
| 8 | [R2-Router](https://arxiv.org/abs/2602.02823/) | 🎓 UCF | 71.60 | 71.23 | $0.06 | 24.51 | 48.70 | 99.85 | — | 45.71 |
| 9 | [LLM Router](https://github.com/ypollak2/llm-router) [[PyPI]](https://pypi.org/project/llm-routing/) | 👤 [@ypollak2](https://github.com/ypollak2) | 71.26 | 72.05 | $0.20 | 18.01 | 20.46 | 89.13 | — | 30.00 |
| 10 | [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) | 💼 Microsoft | 70.42 | 72.94 | $0.73 | — | — | — | — | 71.43 |
| 11 | [Auto Router]() | 👤 [@cxf2015](https://github.com/cxf2015) | 70.05 | 70.17 | $0.12 | 37.58 | 40.02 | 86.04 | — | 49.52 |
| 12 | [MIRT‑BERT](https://arxiv.org/pdf/2506.01048) [[Code]](https://github.com/Mercidaiha/IRT-Router) | 🎓 USTC | 66.89 | 66.88 | $0.15 | 3.44 | 19.62 | 78.18 | 27.03 | 61.19 |
| 13 | [NIRT‑BERT](https://arxiv.org/pdf/2506.01048) [[Code]](https://github.com/Mercidaiha/IRT-Router) | 🎓 USTC | 66.12 | 66.34 | $0.21 | 3.83 | 14.04 | 77.88 | 10.42 | 49.29 |
| 14 | [GPT‑5](https://openai.com/index/introducing-gpt-5/) | 💼 OpenAI | 64.32 | 73.96 | $10.02 | — | — | — | — | — |
| 15 | [CARROT](https://arxiv.org/abs/2502.03261) [[Code]](https://github.com/somerstep/CARROT) [[HF]](https://huggingface.co/CARROT-LLM-Routing) | 🎓 UMich | 63.87 | 67.21 | $2.06 | 2.68 | 6.77 | 78.63 | 1.50 | 89.05 |
| 16 | [Chayan](https://huggingface.co/adaptive-classifier/chayan) [[HF]](https://huggingface.co/adaptive-classifier/chayan) | 🎓 Adaptive Classifier | 63.83 | 64.89 | $0.56 | 43.03 | 43.75 | 88.74 | — | — |
| 17 | [RouterBench‑MLP](https://arxiv.org/pdf/2403.12031) [[Code]](https://github.com/withmartian/routerbench) [[HF]](https://huggingface.co/datasets/withmartian/routerbench) | 🎓 Martian | 57.56 | 61.62 | $4.83 | 13.39 | 24.45 | 83.32 | 90.91 | 80.00 |
| 18 | [NotDiamond](https://www.notdiamond.ai/) | 💼 NotDiamond | 57.29 | 60.83 | $4.10 | 1.55 | 2.14 | 76.81 | — | 55.91 |
| 19 | [GraphRouter](https://arxiv.org/abs/2410.03834) [[Code]](https://github.com/ulab-uiuc/GraphRouter) | 🎓 UIUC | 57.22 | 57.00 | $0.34 | 4.73 | 38.33 | 74.25 | 2.70 | 94.29 |
| 20 | [RouterBench‑KNN](https://arxiv.org/pdf/2403.12031) [[Code]](https://github.com/withmartian/routerbench) [[HF]](https://huggingface.co/datasets/withmartian/routerbench) | 🎓 Martian | 55.48 | 58.69 | $4.27 | 13.09 | 25.49 | 78.77 | 1.33 | 83.33 |
| 21 | [RouteLLM](https://arxiv.org/abs/2406.18665) [[Code]](https://github.com/lm-sys/RouteLLM) [[HF]](https://huggingface.co/routellm) | 🎓 Berkeley | 48.07 | 47.04 | $0.27 | 99.72 | 99.63 | 68.76 | 0.40 | 100.00 |
| 22 | [RouterDC](https://arxiv.org/abs/2409.19886) [[Code]](https://github.com/shuhao02/RouterDC) | 🎓 SUSTech | 33.75 | 32.01 | $0.07 | 39.84 | 73.00 | 49.05 | 10.75 | 85.24 |

🎓 Open-source  💼 Closed-source 

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9 changes: 9 additions & 0 deletions leaderboard_manifest.yaml
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Expand Up @@ -99,6 +99,15 @@ routers:
category_key: "chayan"
# no robustness file -> no flip_key

- readme_name: "Hybrid Router"
website_name: "Hybrid Router"
prediction: "hybrid-router"
category_key: "hybrid-router"
flip_key: "hybrid-router"
website:
affiliation: "@mikemao27"
github_url: "https://github.com/mikemao27"

# --- Externally-evaluated baselines (headline from README; derived data on
# the website is preserved as-is) ---
- readme_name: "MIRT-BERT"
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