harbor-index/harbor-index-1.0

Harbor Index is an 82-task benchmark for agentic evaluation. It was distilled from more than 6,000 candidate tasks through repeated model runs, automated broken-task identification, human audits, and reward hacking supervision.

Published 6/29/2026 by

harbor run -d harbor-index/harbor-index-1.0

harbor/harbor-index

Task
harbor-index/bix-ordinal-logit-covid
harbor-index/gso-speedup-numpy-strings
harbor-index/arcagi2-grid-transform-a32d
harbor-index/bix-diff-expr-mirna
harbor-index/usaco-assign-cows-to-barns
harbor-index/swebenchpro-improve-process-signal-messages
harbor-index/hle-vowel-marking-system
harbor-index/hle-interval-coverage-bound
harbor-index/qcircuitbench-design-ternary-simon-circuit-n3
harbor-index/gpqadiamond-cope-rearrangement-products
harbor-index/scicode-gaussian-beam-through-lens
harbor-index/swesmith-fix-oauth1-header-params
harbor-index/hle-identify-ingvar-runestone
harbor-index/dacode-predict-essay-scores
harbor-index/arcagi2-grid-transform-8b7b
harbor-index/swebenchverified-fix-span-selector-axes-limits
harbor-index/labbench-count-deg-in-pathway
harbor-index/labbench-highest-auc-neuron-set
harbor-index/omnimath-find-perfect-square-functions
harbor-index/algotune-optimize-matrix-sqrt
harbor-index/scicode-dna-binding-site-scanner
harbor-index/cybergym-arvo-368
harbor-index/algotune-simplex-projection-speedup
harbor-index/bix-filter-chip-variants
harbor-index/arcagi2-grid-transform-faa9
harbor-index/omnimath-maximize-gf-sum
harbor-index/gso-speedup-pillow-filter
harbor-index/labbench-read-asap2f-step-response
harbor-index/gso-speedup-pandas-merge
harbor-index/swebenchverified-fix-annotate-xy-array-copy
harbor-index/hle-name-alkaloid-compound
harbor-index/gso-speedup-pandas-period-fmt
harbor-index/gaia2-timed-1
harbor-index/widesearch-list-bri-projects-2025
harbor-index/hle-shock-wave-density-profile
harbor-index/tb-dna-insert
harbor-index/algotune-optimize-lti-sim
harbor-index/skillsbench-ocr-receipts-to-excel
harbor-index/swebenchverified-fix-django-union-queryset-order
harbor-index/replicationbench-find-galactic-vz-peaks
harbor-index/arcagi2-grid-transform-de80
harbor-index/featurebench-add-feature-xarray-backend-chunks
harbor-index/bix-immune-pathway-enrichment
harbor-index/swebenchpro-fix-file-suffix-chooser
harbor-index/sldbench-discover-vocab-scaling-law
harbor-index/hle-dirac-fermion-tunneling
harbor-index/swelancer-fix-ios-keyboard-reopen
harbor-index/spider2-dbt-airport-arrivals
harbor-index/featurebench-add-feature-mlflow-bedrock-autolog
harbor-index/algotune-optimize-outer-product
harbor-index/gaia2-timed-2
harbor-index/gaia2-adapt-hard-2
harbor-index/featurebench-add-feature-mlflow-unity-catalog
harbor-index/gso-speedup-hf-datasets
harbor-index/codepde-solve-navier-stokes-1d
harbor-index/bix-cpg-density-jackdaw
harbor-index/tb-train-fasttext
harbor-index/gso-speedup-pydantic-enum
harbor-index/gaia-compare-sciencedirect-domains
harbor-index/gso-speedup-pandas-seq-to-range
harbor-index/scicode-tetrahedron-dos-integral
harbor-index/featurebench-add-feature-lightning-hooks
harbor-index/skillsbench-model-investment-shock-gdp
harbor-index/labbench-habenula-fluorescence-change
harbor-index/swebenchpro-fix-teleport-k8s-session-path
harbor-index/algotune-optimize-ode-seirs
harbor-index/swebenchpro-fix-teleport-mtls-ca-limit
harbor-index/gaia2-adapt-hard-1
harbor-index/swebenchverified-fix-sphinx-literal-nitpick
harbor-index/tb-make-doom-for-mips
harbor-index/build-word2vec-pipeline
harbor-index/spider2-dbt-twilio-messaging
harbor-index/gaia2-ambiguous
harbor-index/hle-identify-city-from-photo
harbor-index/swtbenchverified-test-runserver-zero-address
harbor-index/gaia-find-chess-winning-move
harbor-index/arcagi2-grid-transform-88e3
harbor-index/swebenchverified-fix-django-mti-parent-link
harbor-index/hle-fibered-category-schemes
harbor-index/cybergym-ossfuzz-42m
harbor-index/gaia-find-flavor-graveyard-rhyme
harbor-index/swelancer-fix-fab-menu-enter-key

Displaying 82 of 82 tasks