# Claude Code + Opus 4.8 baseline on Terminal-Bench (5 trials/task). jcode must never do worse. # task trials resolved rate adaptive-rejection-sampler 5 4 80.0 bn-fit-modify 5 5 100.0 break-filter-js-from-html 5 5 100.0 build-cython-ext 5 5 100.0 build-pmars 5 5 100.0 build-pov-ray 5 5 100.0 caffe-cifar-10 5 5 100.0 cancel-async-tasks 5 1 20.0 chess-best-move 5 2 40.0 circuit-fibsqrt 5 5 100.0 cobol-modernization 5 5 100.0 code-from-image 5 5 100.0 compile-compcert 5 3 60.0 configure-git-webserver 5 1 20.0 constraints-scheduling 5 5 100.0 count-dataset-tokens 5 5 100.0 crack-7z-hash 5 5 100.0 custom-memory-heap-crash 5 5 100.0 db-wal-recovery 5 0 0.0 distribution-search 5 5 100.0 dna-assembly 5 3 60.0 dna-insert 5 0 0.0 extract-elf 5 3 60.0 extract-moves-from-video 5 0 0.0 feal-differential-cryptanalysis 5 5 100.0 feal-linear-cryptanalysis 5 5 100.0 filter-js-from-html 5 3 60.0 financial-document-processor 5 2 40.0 fix-code-vulnerability 5 5 100.0 fix-git 5 5 100.0 fix-ocaml-gc 5 5 100.0 gcode-to-text 5 5 100.0 git-leak-recovery 5 5 100.0 git-multibranch 5 5 100.0 gpt2-codegolf 5 4 80.0 headless-terminal 5 5 100.0 hf-model-inference 5 5 100.0 install-windows-3.11 5 4 80.0 kv-store-grpc 5 5 100.0 large-scale-text-editing 5 5 100.0 largest-eigenval 5 4 80.0 llm-inference-batching-scheduler 5 5 100.0 log-summary-date-ranges 5 5 100.0 mailman 5 5 100.0 make-doom-for-mips 5 0 0.0 make-mips-interpreter 5 4 80.0 mcmc-sampling-stan 5 5 100.0 merge-diff-arc-agi-task 5 5 100.0 model-extraction-relu-logits 5 0 0.0 modernize-scientific-stack 5 5 100.0 mteb-leaderboard 5 5 100.0 mteb-retrieve 5 2 40.0 multi-source-data-merger 5 5 100.0 nginx-request-logging 5 5 100.0 openssl-selfsigned-cert 5 4 80.0 overfull-hbox 5 4 80.0 password-recovery 5 5 100.0 path-tracing 5 4 80.0 path-tracing-reverse 5 4 80.0 polyglot-c-py 5 5 100.0 polyglot-rust-c 5 5 100.0 portfolio-optimization 5 4 80.0 protein-assembly 5 0 0.0 prove-plus-comm 5 5 100.0 pypi-server 5 5 100.0 pytorch-model-cli 5 2 40.0 pytorch-model-recovery 5 3 60.0 qemu-alpine-ssh 5 4 80.0 qemu-startup 5 5 100.0 query-optimize 5 5 100.0 raman-fitting 5 0 0.0 regex-chess 5 5 100.0 regex-log 5 5 100.0 reshard-c4-data 5 5 100.0 rstan-to-pystan 5 1 20.0 sam-cell-seg 5 4 80.0 sanitize-git-repo 5 4 80.0 schemelike-metacircular-eval 5 5 100.0 sparql-university 5 5 100.0 sqlite-db-truncate 5 5 100.0 sqlite-with-gcov 5 5 100.0 torch-pipeline-parallelism 5 4 80.0 torch-tensor-parallelism 5 5 100.0 train-fasttext 5 0 0.0 tune-mjcf 5 5 100.0 video-processing 5 0 0.0 vulnerable-secret 5 5 100.0 winning-avg-corewars 5 5 100.0 write-compressor 5 4 80.0