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Add chuzom-solo-v32: cost-aware single-model baseline (deepseek-v3.2)#161

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yl231 merged 2 commits into
RouteWorks:mainfrom
ypollak2:submit/chuzom-solo-v32
Jul 14, 2026
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Add chuzom-solo-v32: cost-aware single-model baseline (deepseek-v3.2)#161
yl231 merged 2 commits into
RouteWorks:mainfrom
ypollak2:submit/chuzom-solo-v32

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@ypollak2

@ypollak2 ypollak2 commented Jul 7, 2026

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Summary

Router: chuzom-solo-v32 — a deliberately simple, fully-clean cost-aware baseline that routes every query to deepseek/deepseek-v3.2, selected for best accuracy-per-dollar from published benchmarks.

Compliance

  • No RouterArena-derived supervision — no per-dataset accuracy, judge scores, or oracle entries used anywhere. Model choice is justified by public benchmark reports only.
  • No benchmark/prompt-template fingerprinting — this is model-selection only.
  • Shared evaluator UNMODIFIEDllm_evaluation/metrics.py and router_inference/compare_router_accuracy.py are byte-identical to main (this PR's diff touches only the config, prediction files, and the new router class).

Files

  • router_inference/config/chuzom-solo-v32.json
  • router_inference/predictions/chuzom-solo-v32.json (full, 8400)
  • router_inference/predictions/chuzom-solo-v32-robustness.json (420)
  • router_inference/router/chuzom_solo_v32.py

Test plan

  • check_config_prediction_files.py chuzom-solo-v32 full → all checks pass
  • Trigger /evaluate

🤖 Generated with Claude Code

Routes every query to deepseek-v3.2, selected for best accuracy-per-dollar
from PUBLISHED benchmarks. A deliberately simple, fully-clean baseline:

- No RouterArena-derived supervision (no per-dataset accuracy, judge scores,
  or oracle entries used anywhere).
- No benchmark/prompt-template fingerprinting; routing is model-selection only.
- Shared evaluator UNMODIFIED (llm_evaluation/metrics.py and
  router_inference/compare_router_accuracy.py identical to main).

Files: config, full + robustness prediction files, and the router class.
@ypollak2

ypollak2 commented Jul 7, 2026

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/evaluate

@ypollak2

ypollak2 commented Jul 7, 2026

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/evaluate

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github-actions Bot commented Jul 7, 2026

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Router Evaluation Results

Router: chuzom-solo-v32
Dataset Split: full

RouterArena Metrics

Metric Value
RouterArena Score 0.7061
Accuracy 70.59%
Total Cost $0.844211
Avg Cost per Query $0.000101
Avg Cost per 1K Queries $0.1005
Number of Queries 8400
Abnormal Entries 0
Robustness Score 1.0000

Evaluation completed by RouterArena automated workflow

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Maintainer review — approving. chuzom_solo_v32.py is a clean deterministic single-model baseline (always routes deepseek/deepseek-v3.2; reads no dataset or labels), and __init__.py only registers it. Official /evaluate: Accuracy 70.59% · Arena 0.7061 · $0.1005 per 1K · Robustness 1.0000. All checks green. Thanks @ypollak2 — merging; leaderboard row to follow.

@yl231
yl231 merged commit 19012e1 into RouteWorks:main Jul 14, 2026
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yl231 added a commit that referenced this pull request Jul 14, 2026
…er (#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>
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2 participants