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bench: publish assistant-run exploratory comparison - #422

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Helweg merged 2 commits into
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study/self-curated-comparison-20261006
Oct 6, 2026
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Helweg merged 2 commits into
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study/self-curated-comparison-20261006

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@Helweg Helweg commented Oct 6, 2026

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Completed assistant-run comparison

Nine pinned repositories, 100 tasks (54 explicit-symbol, 46 natural-language), seven conditions, 63 cells and 2,100 query-pass records. Self-curated exploratory file discovery, not an independent holdout. No outside invitation; #420 was closed as not planned.

The protocol/task/runtime/interface archive is already tracked in pre-run commit 976ff12; completed results are commit 94636cc.

Condition Exact-symbol Hit@5 Natural-language Hit@5
OCBI hybrid 40/54 (74.1%) 22/46 (47.8%)
OCBI structural 40/54 (74.1%) 20/46 (43.5%)
CodeGraph 54/54 (100%) 15/46 (32.6%)
codebase-memory 54/54 (100%) Unsupported selected mapping
grepai 46/54 (85.2%) 33/46 (71.7%)
Literal 43/54 (79.6%) 0/46
Plain-file BM25 44/54 (81.5%) 30/46 (65.2%)

Preserves unfavorable outcomes, all 700 primary rows, paired comparisons, repository-cluster intervals, coverage and read-only post-score diagnoses. No setup/query errors, production changes, scored retries or score amendments.

Verification

Published replay verified 3,936 embedded hashes, rescored all 2,100 records, replayed all 1,962 successful raw returned-path lists, and reproduced the entire primary report exactly using hash-verified pinned source archives. No participant retrieval was rerun. Original private records/archives/indexes retained locally; the 768 MB archive passed gzip integrity and completion-member readback.

No representative-sample, SOTA, coding-productivity or cross-interface speed claim. Different language/ignore coverage, local build bytes, self-curation and Typer/Click ancestry remain explicit limitations. The cohort is now development-exposed.

Landing page: docs/benchmarks/2026-10-06-self-curated-study.md.

@Helweg Helweg added the documentation Documentation changes label Oct 6, 2026
@Helweg
Helweg merged commit ca805a8 into main Oct 6, 2026
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