Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
67 changes: 34 additions & 33 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -40,39 +40,40 @@ 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 |
|------|--------------------|-----------------------------|--------|----------|---------|-----------------|--------------|----------------|---------|------------|
| πŸ₯‡ | [Divyam](https://divyam.ai) | πŸ‘€ [@samikd](https://github.com/samikd) | 76.88 | 80.43 | $0.65 | 6.57 | 16.91 | 92.85 | β€” | 75.71 |
| πŸ₯ˆ | [KT-ModelRouter](https://github.com/KT-A-Autonomous-Tech-Team/ModelRouter) | πŸ‘€ [@DusanBaek](https://github.com/DusanBaek) | 76.28 | 78.14 | $0.27 | β€” | β€” | β€” | β€” | 80.48 |
| πŸ₯‰ | [Sqwish Router](https://www.sqwish.ai/) | πŸ‘€ [@namitha-sqwish](https://github.com/namitha-sqwish) | 76.21 | 79.76 | $0.70 | 9.04 | 23.49 | 94.07 | β€” | 51.67 |
| 4 | [R\*\*2: Reasonometry Router]() | πŸ‘€ [@sashakolpakov](https://github.com/sashakolpakov) | 76.13 | 78.94 | $0.48 | β€” | β€” | β€” | β€” | 99.76 |
| 5 | [Cross-Router]() | πŸ‘€ [@JiaHg](https://github.com/JiaHg) | 75.75 | 78.14 | $0.40 | 17.66 | 45.49 | 90.31 | β€” | 67.14 |
| 6 | [LLM Router](https://github.com/ypollak2/llm-router) [[PyPI]](https://pypi.org/project/llm-routing/) | πŸ‘€ [@ypollak2](https://github.com/ypollak2) | 75.69 | 78.44 | $0.49 | β€” | β€” | β€” | β€” | 100.00 |
| 7 | [SapientAI Auto Router]() | πŸ’Ό Publicis Sapient | 75.41 | 77.89 | $0.43 | 5.93 | 19.99 | 92.00 | β€” | 73.33 |
| 8 | [vLLM‑SR](https://vllm-semantic-router.com/) [[Code]](https://github.com/vllm-project/semantic-router) [[HF]](https://huggingface.co/llm-semantic-router) | πŸŽ“ vLLM SR Team | 74.86 | 77.18 | $0.42 | 16.81 | 25.10 | 89.37 | β€” | 67.62 |
| 9 | [nadir-caliper]() | πŸ‘€ [@doramirdor](https://github.com/doramirdor) | 74.55 | 75.84 | $0.22 | β€” | β€” | β€” | β€” | 79.76 |
| 10 | [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 |
| 11 | [BARouter]() | πŸ‘€ [@zulk2002](https://github.com/zulk2002) | 73.79 | 75.72 | $0.36 | 64.41 | 67.13 | 93.84 | β€” | 68.81 |
| 12 | [Weave Router](https://workweave.ai) | πŸŽ“ Weave | 72.82 | 76.32 | $0.94 | β€” | β€” | β€” | β€” | 100.00 |
| 13 | [Nadir Router](https://github.com/NadirRouter/NadirClaw) | πŸŽ“ NadirRouter | 72.29 | 75.01 | $0.68 | β€” | β€” | β€” | β€” | 25.48 |
| 14 | [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 |
| 15 | [Hybrid Router]() | πŸ‘€ [@mikemao27](https://github.com/mikemao27) | 72.08 | 71.38 | $0.04 | 89.87 | 94.19 | 92.81 | β€” | 96.67 |
| 16 | [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 |
| 17 | [cruq-router]() | πŸ‘€ [@nabaruns](https://github.com/nabaruns) | 70.77 | 71.35 | $0.18 | β€” | β€” | β€” | β€” | 81.67 |
| 18 | [chuzom-solo-v32]() | πŸ‘€ [@ypollak2](https://github.com/ypollak2) | 70.61 | 70.59 | $0.10 | β€” | β€” | β€” | β€” | 100.00 |
| 19 | [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 |
| 20 | [Auto Router]() | πŸ‘€ [@cxf2015](https://github.com/cxf2015) | 70.05 | 70.17 | $0.12 | 37.58 | 40.02 | 86.04 | β€” | 49.52 |
| 21 | [Lynkr]() | πŸ‘€ [@vishalveerareddy123](https://github.com/vishalveerareddy123) | 67.65 | 68.41 | $0.29 | 10.97 | 16.08 | 84.48 | β€” | 92.38 |
| 22 | [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 |
| 23 | [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 |
| 24 | [AsiaInfo-Router]() | πŸ‘€ [@Uncle-LL](https://github.com/Uncle-LL) | 65.87 | 75.20 | $8.54 | β€” | β€” | β€” | β€” | 69.52 |
| 25 | [GPT‑5](https://openai.com/index/introducing-gpt-5/) | πŸ’Ό OpenAI | 64.32 | 73.96 | $10.02 | β€” | β€” | β€” | β€” | β€” |
| 26 | [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 |
| 27 | [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€” |
| 28 | [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 |
| 29 | [NotDiamond](https://www.notdiamond.ai/) | πŸ’Ό NotDiamond | 57.29 | 60.83 | $4.10 | 1.55 | 2.14 | 76.81 | β€” | 55.91 |
| 30 | [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 |
| 31 | [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 |
| 32 | [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 |
| 33 | [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 |
| πŸ₯‡ | [BizRouter](https://bizrouter.ai) | πŸ’Ό BizRouter | 77.04 | 81.61 | $1.00 | β€” | β€” | β€” | β€” | 97.38 |
| πŸ₯ˆ | [Divyam](https://divyam.ai) | πŸ‘€ [@samikd](https://github.com/samikd) | 76.88 | 80.43 | $0.65 | 6.57 | 16.91 | 92.85 | β€” | 75.71 |
| πŸ₯‰ | [KT-ModelRouter](https://github.com/KT-A-Autonomous-Tech-Team/ModelRouter) | πŸ‘€ [@DusanBaek](https://github.com/DusanBaek) | 76.28 | 78.14 | $0.27 | β€” | β€” | β€” | β€” | 80.48 |
| 4 | [Sqwish Router](https://www.sqwish.ai/) | πŸ‘€ [@namitha-sqwish](https://github.com/namitha-sqwish) | 76.21 | 79.76 | $0.70 | 9.04 | 23.49 | 94.07 | β€” | 51.67 |
| 5 | [R\*\*2: Reasonometry Router]() | πŸ‘€ [@sashakolpakov](https://github.com/sashakolpakov) | 76.13 | 78.94 | $0.48 | β€” | β€” | β€” | β€” | 99.76 |
| 6 | [Cross-Router]() | πŸ‘€ [@JiaHg](https://github.com/JiaHg) | 75.75 | 78.14 | $0.40 | 17.66 | 45.49 | 90.31 | β€” | 67.14 |
| 7 | [LLM Router](https://github.com/ypollak2/llm-router) [[PyPI]](https://pypi.org/project/llm-routing/) | πŸ‘€ [@ypollak2](https://github.com/ypollak2) | 75.69 | 78.44 | $0.49 | β€” | β€” | β€” | β€” | 100.00 |
| 8 | [SapientAI Auto Router]() | πŸ’Ό Publicis Sapient | 75.41 | 77.89 | $0.43 | 5.93 | 19.99 | 92.00 | β€” | 73.33 |
| 9 | [vLLM‑SR](https://vllm-semantic-router.com/) [[Code]](https://github.com/vllm-project/semantic-router) [[HF]](https://huggingface.co/llm-semantic-router) | πŸŽ“ vLLM SR Team | 74.86 | 77.18 | $0.42 | 16.81 | 25.10 | 89.37 | β€” | 67.62 |
| 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 |

> **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).

Expand Down
10 changes: 10 additions & 0 deletions leaderboard_manifest.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -224,6 +224,16 @@ routers:
github_url: "https://github.com/subhajeet-sapient"
type: "closed-source"

- readme_name: "BizRouter"
website_name: "BizRouter"
prediction: "BizRouter"
category_key: "bizrouter"
flip_key: "bizrouter"
website:
affiliation: "BizRouter"
github_url: "https://bizrouter.ai"
type: "closed-source"

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