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Leaderboard: add LLM Router (#134) - #139

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update-llm-router-leaderboard
Jun 13, 2026
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Leaderboard: add LLM Router (#134)#139
yl231 merged 1 commit into
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update-llm-router-leaderboard

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@yl231 yl231 commented Jun 13, 2026

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llm-router by @ypollak2 — open-source MCP-server router (PyPI: llm-routing,
source: ypollak2/llm-router). Evaluated in #134 at RouterArena score 0.7126:

Arena 71.26
Accuracy 72.05
Cost/1K $0.20
Opt.Sel 18.01
Opt.Cost 20.46
Opt.Acc 89.13
Robust 30.00
Abnormal 0

Slots in at # 8 (between R2-Router 71.60 and Azure 70.42); ranks 8-20 each shift down one, leaderboard grows to 21. Metrics from the final /evaluate on the merged submission, verified byte-identical to main (no post-eval swap).

llm-router by @ypollak2 — open-source MCP-server router (PyPI: llm-routing,
source: ypollak2/llm-router). Evaluated in #134 at RouterArena score 0.7126:

  Arena    71.26
  Accuracy 72.05
  Cost/1K  $0.20
  Opt.Sel  18.01
  Opt.Cost 20.46
  Opt.Acc  89.13
  Robust   30.00
  Abnormal 0

Slots in at #8 (between R2-Router 71.60 and Azure 70.42); ranks 8-20 each
shift down one, leaderboard grows to 21. Metrics from the final /evaluate
on the merged submission, verified byte-identical to main (no post-eval swap).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@yl231
yl231 merged commit 5a1567c into main Jun 13, 2026
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@yl231
yl231 deleted the update-llm-router-leaderboard branch June 13, 2026 18:41
yl231 added a commit that referenced this pull request Jul 2, 2026
…ap (#156)

Cross-Router (#149, @JiaHg) merged and evaluated: Arena 73.71, Accuracy 75.13,
Cost/1K $0.26, Opt 40.18/44.03/89.58, Robustness 59.05. Enters at #4 (between
AgentForge and Weave); ranks 5-23 shift down one.

Numbers are the official /evaluate metrics; an independent adversarial audit
reproduced Arena/Accuracy/Cost/Robustness exactly and found the submission
genuine (real inference, ground-truth exact-match 13.5%, valid token usage,
real 420-row robustness file).

Also adds the missing manifest entries for Cross-Router AND LLM Router (#139) so
the website sync stops skipping them. Verified build_site_data.py regenerates
23 leaderboard rows including both.

Co-authored-by: Louie Lu <yl231@datalab2.cs.rice.edu>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
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