Skip to content

Commit 711bb4d

Browse files
yl231jamesbond19925-specclaude
authored
Leaderboard: add BARouter (#157), chuzom-solo-v32 (#161), Nadir-Tumbler (#159); Cross-Router update to #1 (#163) (#165)
Adds three newly-merged router submissions and refreshes the Cross-Router row from its updated submission. Official /evaluate metrics: - Cross-Router (#163): Arena 76.12 · Acc 78.14% · $0.30/1K · Robust 67.14 -> now #1 - Nadir-Tumbler (#159): Arena 75.17 · Acc 75.34% · $0.08/1K · Robust 66.43 -> #4 - chuzom-solo-v32 (#161): Arena 70.61 · Acc 70.59% · $0.10/1K · Robust 100.00 -> #12 - BARouter (#157): Arena 67.09 · Acc 68.80% · $0.63/1K · Robust 52.38 -> #15 Manifest entries added for the three new routers so the website sync regenerates their derived data. Co-authored-by: yl231 <jamesbond19925@gmail.com> Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
1 parent 5ae22bf commit 711bb4d

2 files changed

Lines changed: 53 additions & 23 deletions

File tree

‎README.md‎

Lines changed: 26 additions & 23 deletions
Original file line numberDiff line numberDiff line change
@@ -37,29 +37,32 @@ For more details, please see our [website](https://routeworks.github.io/leaderbo
3737

3838
| Rank | Router | Affiliation | Acc-Cost Arena | Accuracy | Cost/1K Queries | Optimal Selection | Optimal Cost | Optimal Accuracy | Latency | Robustness |
3939
|------|--------------------|-----------------------------|--------|----------|---------|-----------------|--------------|----------------|---------|------------|
40-
| 🥇 | [vLLM‑SR](https://vllm-semantic-router.com/)&nbsp;[[Code]](https://github.com/vllm-project/semantic-router)&nbsp;[[HF]](https://huggingface.co/llm-semantic-router) | 🎓&nbsp;vLLM SR Team | 75.30 | 77.18 | $0.30 | 16.81 | 25.10 | 89.37 | — | 67.62 |
41-
| 🥈 | [Sqwish Router](https://www.sqwish.ai/) | 👤&nbsp;[@namitha-sqwish](https://github.com/namitha-sqwish) | 75.27 | 76.40 | $0.18 | 7.41 | 25.10 | 90.47 | — | 100.00 |
42-
| 🥉 | [AgentForge Router]() | 👤&nbsp;[@YangY-Z](https://github.com/YangY-Z) | 74.13 | 74.72 | $0.13 | 17.84 | 52.47 | 98.68 | — | 40.48 |
43-
| 4 | [Cross-Router]() | 👤&nbsp;[@JiaHg](https://github.com/JiaHg) | 73.71 | 75.13 | $0.26 | 40.18 | 44.03 | 89.58 | — | 59.05 |
44-
| 5 | [Weave Router](https://workweave.ai) | 🎓&nbsp;Weave | 72.82 | 76.32 | $0.94 | — | — | — | — | 100.00 |
45-
| 6 | [Nadir Router](https://github.com/NadirRouter/NadirClaw) | 🎓&nbsp;NadirRouter | 72.29 | 75.01 | $0.68 | — | — | — | — | 25.48 |
46-
| 7 | [OrcaRouter‑Adaptive](https://www.orcarouter.ai/)&nbsp;[[Code]](https://github.com/Continuum-AI-Corp/OrcaRouter-Lite)&nbsp;[[Paper]](https://arxiv.org/abs/2605.30736)&nbsp;[[X]](https://x.com/orcarouter) | 🎓&nbsp;[Continuum&nbsp;AI](https://www.continuum01.ai/) | 72.08 | 75.54 | $1.00 | — | — | — | — | 22.62 |
47-
| 8 | [Hybrid Router]() | 👤&nbsp;[@mikemao27](https://github.com/mikemao27) | 72.08 | 71.38 | $0.04 | 89.87 | 94.19 | 92.81 | — | 96.67 |
48-
| 9 | [R2-Router](https://arxiv.org/abs/2602.02823/) | 🎓&nbsp;UCF | 71.60 | 71.23 | $0.06 | 24.51 | 48.70 | 99.85 | — | 45.71 |
49-
| 10 | [LLM Router](https://github.com/ypollak2/llm-router)&nbsp;[[PyPI]](https://pypi.org/project/llm-routing/) | 👤&nbsp;[@ypollak2](https://github.com/ypollak2) | 71.26 | 72.05 | $0.20 | 18.01 | 20.46 | 89.13 | — | 30.00 |
50-
| 11 | [Azure-Model-Router](https://ai.azure.com/catalog/models/model-router)&nbsp;[[Web]](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/model-router) | 💼&nbsp;Microsoft | 70.42 | 72.94 | $0.73 | — | — | — | — | 71.43 |
51-
| 12 | [Auto Router]() | 👤&nbsp;[@cxf2015](https://github.com/cxf2015) | 70.05 | 70.17 | $0.12 | 37.58 | 40.02 | 86.04 | — | 49.52 |
52-
| 13 | [MIRT‑BERT](https://arxiv.org/pdf/2506.01048)&nbsp;[[Code]](https://github.com/Mercidaiha/IRT-Router) | 🎓&nbsp;USTC | 66.89 | 66.88 | $0.15 | 3.44 | 19.62 | 78.18 | 27.03 | 61.19 |
53-
| 14 | [NIRT‑BERT](https://arxiv.org/pdf/2506.01048)&nbsp;[[Code]](https://github.com/Mercidaiha/IRT-Router) | 🎓&nbsp;USTC | 66.12 | 66.34 | $0.21 | 3.83 | 14.04 | 77.88 | 10.42 | 49.29 |
54-
| 15 | [GPT‑5](https://openai.com/index/introducing-gpt-5/) | 💼&nbsp;OpenAI | 64.32 | 73.96 | $10.02 | — | — | — | — | — |
55-
| 16 | [CARROT](https://arxiv.org/abs/2502.03261)&nbsp;[[Code]](https://github.com/somerstep/CARROT)&nbsp;[[HF]](https://huggingface.co/CARROT-LLM-Routing) | 🎓&nbsp;UMich | 63.87 | 67.21 | $2.06 | 2.68 | 6.77 | 78.63 | 1.50 | 89.05 |
56-
| 17 | [Chayan](https://huggingface.co/adaptive-classifier/chayan)&nbsp;[[HF]](https://huggingface.co/adaptive-classifier/chayan) | 🎓&nbsp;Adaptive&nbsp;Classifier | 63.83 | 64.89 | $0.56 | 43.03 | 43.75 | 88.74 | — | — |
57-
| 18 | [RouterBench‑MLP](https://arxiv.org/pdf/2403.12031)&nbsp;[[Code]](https://github.com/withmartian/routerbench)&nbsp;[[HF]](https://huggingface.co/datasets/withmartian/routerbench) | 🎓&nbsp;Martian | 57.56 | 61.62 | $4.83 | 13.39 | 24.45 | 83.32 | 90.91 | 80.00 |
58-
| 19 | [NotDiamond](https://www.notdiamond.ai/) | 💼&nbsp;NotDiamond | 57.29 | 60.83 | $4.10 | 1.55 | 2.14 | 76.81 | — | 55.91 |
59-
| 20 | [GraphRouter](https://arxiv.org/abs/2410.03834)&nbsp;[[Code]](https://github.com/ulab-uiuc/GraphRouter) | 🎓&nbsp;UIUC | 57.22 | 57.00 | $0.34 | 4.73 | 38.33 | 74.25 | 2.70 | 94.29 |
60-
| 21 | [RouterBench‑KNN](https://arxiv.org/pdf/2403.12031)&nbsp;[[Code]](https://github.com/withmartian/routerbench)&nbsp;[[HF]](https://huggingface.co/datasets/withmartian/routerbench) | 🎓&nbsp;Martian | 55.48 | 58.69 | $4.27 | 13.09 | 25.49 | 78.77 | 1.33 | 83.33 |
61-
| 22 | [RouteLLM](https://arxiv.org/abs/2406.18665)&nbsp;[[Code]](https://github.com/lm-sys/RouteLLM)&nbsp;[[HF]](https://huggingface.co/routellm) | 🎓&nbsp;Berkeley | 48.07 | 47.04 | $0.27 | 99.72 | 99.63 | 68.76 | 0.40 | 100.00 |
62-
| 23 | [RouterDC](https://arxiv.org/abs/2409.19886)&nbsp;[[Code]](https://github.com/shuhao02/RouterDC) | 🎓&nbsp;SUSTech | 33.75 | 32.01 | $0.07 | 39.84 | 73.00 | 49.05 | 10.75 | 85.24 |
40+
| 🥇 | [Cross-Router]() | 👤&nbsp;[@JiaHg](https://github.com/JiaHg) | 76.12 | 78.14 | $0.30 | 17.66 | 45.49 | 90.31 | — | 67.14 |
41+
| 🥈 | [vLLM‑SR](https://vllm-semantic-router.com/)&nbsp;[[Code]](https://github.com/vllm-project/semantic-router)&nbsp;[[HF]](https://huggingface.co/llm-semantic-router) | 🎓&nbsp;vLLM SR Team | 75.30 | 77.18 | $0.30 | 16.81 | 25.10 | 89.37 | — | 67.62 |
42+
| 🥉 | [Sqwish Router](https://www.sqwish.ai/) | 👤&nbsp;[@namitha-sqwish](https://github.com/namitha-sqwish) | 75.27 | 76.40 | $0.18 | 7.41 | 25.10 | 90.47 | — | 100.00 |
43+
| 4 | [Nadir-Tumbler]() | 👤&nbsp;[@doramirdor](https://github.com/doramirdor) | 75.17 | 75.34 | $0.08 | — | — | — | — | 66.43 |
44+
| 5 | [AgentForge Router]() | 👤&nbsp;[@YangY-Z](https://github.com/YangY-Z) | 74.13 | 74.72 | $0.13 | 17.84 | 52.47 | 98.68 | — | 40.48 |
45+
| 6 | [Weave Router](https://workweave.ai) | 🎓&nbsp;Weave | 72.82 | 76.32 | $0.94 | — | — | — | — | 100.00 |
46+
| 7 | [Nadir Router](https://github.com/NadirRouter/NadirClaw) | 🎓&nbsp;NadirRouter | 72.29 | 75.01 | $0.68 | — | — | — | — | 25.48 |
47+
| 8 | [OrcaRouter‑Adaptive](https://www.orcarouter.ai/)&nbsp;[[Code]](https://github.com/Continuum-AI-Corp/OrcaRouter-Lite)&nbsp;[[Paper]](https://arxiv.org/abs/2605.30736)&nbsp;[[X]](https://x.com/orcarouter) | 🎓&nbsp;[Continuum&nbsp;AI](https://www.continuum01.ai/) | 72.08 | 75.54 | $1.00 | — | — | — | — | 22.62 |
48+
| 9 | [Hybrid Router]() | 👤&nbsp;[@mikemao27](https://github.com/mikemao27) | 72.08 | 71.38 | $0.04 | 89.87 | 94.19 | 92.81 | — | 96.67 |
49+
| 10 | [R2-Router](https://arxiv.org/abs/2602.02823/) | 🎓&nbsp;UCF | 71.60 | 71.23 | $0.06 | 24.51 | 48.70 | 99.85 | — | 45.71 |
50+
| 11 | [LLM Router](https://github.com/ypollak2/llm-router)&nbsp;[[PyPI]](https://pypi.org/project/llm-routing/) | 👤&nbsp;[@ypollak2](https://github.com/ypollak2) | 71.26 | 72.05 | $0.20 | 18.01 | 20.46 | 89.13 | — | 30.00 |
51+
| 12 | [chuzom-solo-v32]() | 👤&nbsp;[@ypollak2](https://github.com/ypollak2) | 70.61 | 70.59 | $0.10 | — | — | — | — | 100.00 |
52+
| 13 | [Azure-Model-Router](https://ai.azure.com/catalog/models/model-router)&nbsp;[[Web]](https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/model-router) | 💼&nbsp;Microsoft | 70.42 | 72.94 | $0.73 | — | — | — | — | 71.43 |
53+
| 14 | [Auto Router]() | 👤&nbsp;[@cxf2015](https://github.com/cxf2015) | 70.05 | 70.17 | $0.12 | 37.58 | 40.02 | 86.04 | — | 49.52 |
54+
| 15 | [BARouter]() | 👤&nbsp;[@zulk2002](https://github.com/zulk2002) | 67.09 | 68.80 | $0.63 | 58.56 | 59.03 | 87.91 | — | 52.38 |
55+
| 16 | [MIRT‑BERT](https://arxiv.org/pdf/2506.01048)&nbsp;[[Code]](https://github.com/Mercidaiha/IRT-Router) | 🎓&nbsp;USTC | 66.89 | 66.88 | $0.15 | 3.44 | 19.62 | 78.18 | 27.03 | 61.19 |
56+
| 17 | [NIRT‑BERT](https://arxiv.org/pdf/2506.01048)&nbsp;[[Code]](https://github.com/Mercidaiha/IRT-Router) | 🎓&nbsp;USTC | 66.12 | 66.34 | $0.21 | 3.83 | 14.04 | 77.88 | 10.42 | 49.29 |
57+
| 18 | [GPT‑5](https://openai.com/index/introducing-gpt-5/) | 💼&nbsp;OpenAI | 64.32 | 73.96 | $10.02 | — | — | — | — | — |
58+
| 19 | [CARROT](https://arxiv.org/abs/2502.03261)&nbsp;[[Code]](https://github.com/somerstep/CARROT)&nbsp;[[HF]](https://huggingface.co/CARROT-LLM-Routing) | 🎓&nbsp;UMich | 63.87 | 67.21 | $2.06 | 2.68 | 6.77 | 78.63 | 1.50 | 89.05 |
59+
| 20 | [Chayan](https://huggingface.co/adaptive-classifier/chayan)&nbsp;[[HF]](https://huggingface.co/adaptive-classifier/chayan) | 🎓&nbsp;Adaptive&nbsp;Classifier | 63.83 | 64.89 | $0.56 | 43.03 | 43.75 | 88.74 | — | — |
60+
| 21 | [RouterBench‑MLP](https://arxiv.org/pdf/2403.12031)&nbsp;[[Code]](https://github.com/withmartian/routerbench)&nbsp;[[HF]](https://huggingface.co/datasets/withmartian/routerbench) | 🎓&nbsp;Martian | 57.56 | 61.62 | $4.83 | 13.39 | 24.45 | 83.32 | 90.91 | 80.00 |
61+
| 22 | [NotDiamond](https://www.notdiamond.ai/) | 💼&nbsp;NotDiamond | 57.29 | 60.83 | $4.10 | 1.55 | 2.14 | 76.81 | — | 55.91 |
62+
| 23 | [GraphRouter](https://arxiv.org/abs/2410.03834)&nbsp;[[Code]](https://github.com/ulab-uiuc/GraphRouter) | 🎓&nbsp;UIUC | 57.22 | 57.00 | $0.34 | 4.73 | 38.33 | 74.25 | 2.70 | 94.29 |
63+
| 24 | [RouterBench‑KNN](https://arxiv.org/pdf/2403.12031)&nbsp;[[Code]](https://github.com/withmartian/routerbench)&nbsp;[[HF]](https://huggingface.co/datasets/withmartian/routerbench) | 🎓&nbsp;Martian | 55.48 | 58.69 | $4.27 | 13.09 | 25.49 | 78.77 | 1.33 | 83.33 |
64+
| 25 | [RouteLLM](https://arxiv.org/abs/2406.18665)&nbsp;[[Code]](https://github.com/lm-sys/RouteLLM)&nbsp;[[HF]](https://huggingface.co/routellm) | 🎓&nbsp;Berkeley | 48.07 | 47.04 | $0.27 | 99.72 | 99.63 | 68.76 | 0.40 | 100.00 |
65+
| 26 | [RouterDC](https://arxiv.org/abs/2409.19886)&nbsp;[[Code]](https://github.com/shuhao02/RouterDC) | 🎓&nbsp;SUSTech | 33.75 | 32.01 | $0.07 | 39.84 | 73.00 | 49.05 | 10.75 | 85.24 |
6366

6467
🎓 Open-source  💼 Closed-source 
6568

‎leaderboard_manifest.yaml‎

Lines changed: 27 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -126,6 +126,33 @@ routers:
126126
affiliation: "@ypollak2"
127127
github_url: "https://github.com/ypollak2"
128128

129+
- readme_name: "Nadir-Tumbler"
130+
website_name: "Nadir-Tumbler"
131+
prediction: "nadir-tumbler"
132+
category_key: "nadir-tumbler"
133+
flip_key: "nadir-tumbler"
134+
website:
135+
affiliation: "@doramirdor"
136+
github_url: "https://github.com/doramirdor"
137+
138+
- readme_name: "chuzom-solo-v32"
139+
website_name: "chuzom-solo-v32"
140+
prediction: "chuzom-solo-v32"
141+
category_key: "chuzom-solo-v32"
142+
flip_key: "chuzom-solo-v32"
143+
website:
144+
affiliation: "@ypollak2"
145+
github_url: "https://github.com/ypollak2"
146+
147+
- readme_name: "BARouter"
148+
website_name: "BARouter"
149+
prediction: "BARouter"
150+
category_key: "barouter"
151+
flip_key: "barouter"
152+
website:
153+
affiliation: "@zulk2002"
154+
github_url: "https://github.com/zulk2002"
155+
129156
# --- Externally-evaluated baselines (headline from README; derived data on
130157
# the website is preserved as-is) ---
131158
- readme_name: "MIRT-BERT"

0 commit comments

Comments
 (0)