suite__qwen3.6-35b-a3b__20260703-003556 Full 89-task suite (complete) — 0.371 final; a ~50k context cliff dominates, runaways are oversized writes not text loops
What was run
The first full terminal-bench 2.0 suite (89 tasks × 1 attempt),
qwen3.6-35b-a3b, thinking ON, server-side --reasoning-budget 4000,
max_tokens=32768, context_window=131072, sequential (n_concurrent=1) on
the single 3090. Purpose: breadth — find the failure modes the 2-task smoke
set can't show. Wall clock ~23.5 h.
Results (final — all 89 scored)
Mean 0.371 (33 pass / 54 fail / 2 infra errors). The halfway estimate was
0.42; the back half was a harder draw (14/44). Two failure-mode reports with
per-trial evidence:
- ANALYSIS-qwen3.6-35b-a3b-suite-partial — first 45 tasks.
- ANALYSIS-qwen3.6-35b-a3b-suite-full — all 89, the authoritative one; it
re-checked the partial's hypotheses and corrected two of them.
Reproduce the per-trial metrics with make failures RUN=runs/suite__…003556
SORT=ctx (scripts/failure_modes.py).
Interpretation — confirmed, corrected, and new
Context overflow — confirmed and the master variable. NEW: a pass-rate
cliff at ~50k context (<50k → 60% pass; 50–131k → 6%; >250k → 0/8). 22 of
86 trials blew past the declared 131k window; the hard 400 exceeds context
size killed 4 trials (path-tracing-reverse, video-processing,
circuit-fibsqrt, make-mips-interpreter), not 2. Fix unchanged: declare window
~230k and catch the 400 → compact/retry.
Runaway generation — CORRECTED. Only 1 of 8 length-stops is a text
loop DRY would catch (polyglot-rust-c). 6–7 are oversized single file
writes hitting the 32k cap (100k-char generated programs). So do NOT
lower max_tokens — that regresses these; two of them even passed while
truncating (feal-linear, sqlite-db-truncate). Right fix: chunked/programmatic
large-file writing; keep max_tokens ≥32k. DRY stays scoped to text loops.
"Confident false success" — mechanism refined. 35 of 54 fails
self-declared done, but half already ran a check ; the misses are on
hidden criteria the agent can't see (28/54 fails passed ≥1 hidden subtest;
12 failed exactly one). A verify-before-done preamble mainly helps the
fabrication subset (db-wal-recovery) and "make your check.py dependency-free"
(openssl-selfsigned-cert failed only because its check imports cryptography,
absent in the verifier env). Binary K=1 scoring understates the model.
Plus 10 wall-clock timeouts (not 4) — but 2 passed despite
AgentTimeoutError (qemu-startup, sqlite-db-truncate), so a timeout ≠ a loss;
keep the 2.0 multiplier. Reasoning-budget 4000 held (max <think> ~4–4.5k).
Next steps (ordered by expected ROI)
Harness: catch the 262k 400 → compact & retry, and declare window ~230k
(recovers 4 dead trials — highest confidence).
Harness: add a context health trigger at ~50–60k (self-summarize/restart) —
attacks the biggest failure bucket.
Harness: large-file chunked-write scaffolding; keep max_tokens ≥32k
(this reverses the partial doc's "lower to 12–16k" — the full data
contradicts it).
Server: DRY sampler scoped to text loops; Harness: verify/self-check preamble
scoped to fabrication + dependency-free checks. A/B on the smoke set.
Run K=3 on the ~12 one-assertion-away tasks before more scaffold tuning,
to separate signal from single-shot noise. Then the q8_0 KV test and
reasoning-budget 2000/4000/8000 sweep.
Related analysis: Full-suite analysis — qwen3.6-35b-a3b MoE on terminal-bench 2.0 (89/89 complete) · Failure-mode analysis — qwen3.6-35b-a3b MoE on terminal-bench 2.0 (partial suite) · Experiment 2026-07-06 — first `make fast` run: fast-fail timeouts + the 5 new quick-fail tasks
Run details model llama-local/qwen3.6-35b-a3bagent harnesses.minimal_pi:MinimalPithinking onreasoning budget direct (server/none)* — see journal for the authoritative mechanism maxTokens / contextWindow 32768 / 131072 agent timeout × 2.0 trials 89 of 89 — 33 pass · 44 fail · 14 errored mean reward 0.37 tokens (job total) 237,015,828 in / 5,040,500 out started / finished 2026-07-03T00:35 / 2026-07-04T00:09 wall clock 23h33m
Errored trials: AgentTimeoutError (crack-7z-hash, feal-differential-cryptanalysis, gcode-to-text, gpt2-codegolf, make-mips-interpreter, model-extraction-relu-logits, qemu-alpine-ssh, qemu-startup, sqlite-db-truncate, write-compressor) · EnvironmentStartTimeoutError (mteb-leaderboard, mteb-retrieve) · NonZeroAgentExitCodeError (caffe-cifar-10, pytorch-model-recovery)
Tasks adaptive-rejection-sampler — 0/1 passed # result total agent in/out tok flags 1 FAIL 24m24s 22m23s 5651189/98204 long reasoning (15,567 chars)
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bn-fit-modify — 0/1 passed # result total agent in/out tok flags 1 FAIL 3m31s 2m04s 370263/11833 claimed success but the verifier did NOT pass (heuristic)
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break-filter-js-from-html — 0/1 passed # result total agent in/out tok flags 1 FAIL 8m47s 7m22s 573322/69178 long reasoning (15,249 chars) ×16
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build-cython-ext — 0/1 passed # result total agent in/out tok flags 1 FAIL 3m00s 1m44s 925483/6732 —
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build-pmars — 1/1 passed # result total agent in/out tok flags 1 PASS 1m44s 51s 188282/4673 —
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build-pov-ray — 0/1 passed # result total agent in/out tok flags 1 FAIL 43m41s 42m26s 37544875/242378 generation hit the output-token limit (truncated / runaway)
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caffe-cifar-10 — 0/1 passed # result total agent in/out tok flags 1 ERR 16m37s 15m24s 909420/8700 trial errored: NonZeroAgentExitCodeError a bash command timed out ×2
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cancel-async-tasks — 0/1 passed # result total agent in/out tok flags 1 FAIL 1m42s 39s 67889/5777 —
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chess-best-move — 0/1 passed # result total agent in/out tok flags 1 FAIL 11m06s 9m55s 2846979/59392 a bash command timed out ×2 long reasoning (16,302 chars) ×2
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circuit-fibsqrt — 0/1 passed # result total agent in/out tok flags 1 FAIL 1h07m 1h05m 1219520/256961 generation hit the output-token limit (truncated / runaway) ×7 long reasoning (13,737 chars) ×5
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cobol-modernization — 1/1 passed # result total agent in/out tok flags 1 PASS 3m27s 2m28s 635107/23462 long reasoning (12,241 chars)
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code-from-image — 1/1 passed # result total agent in/out tok flags 1 PASS 1m37s 47s 129487/4472 —
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compile-compcert — 1/1 passed # result total agent in/out tok flags 1 PASS 57m29s 56m05s 6265266/21372 a bash command timed out ×3
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configure-git-webserver — 1/1 passed # result total agent in/out tok flags 1 PASS 2m04s 45s 100781/4170 —
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constraints-scheduling — 1/1 passed # result total agent in/out tok flags 1 PASS 2m37s 1m38s 157858/16032 —
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count-dataset-tokens — 1/1 passed # result total agent in/out tok flags 1 PASS 2m49s 1m58s 270700/7952 —
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crack-7z-hash — 0/1 passed # result total agent in/out tok flags 1 ERR 31m27s 30m00s 185601/2857 trial errored: AgentTimeoutError
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custom-memory-heap-crash — 1/1 passed # result total agent in/out tok flags 1 PASS 5m22s 2m23s 488891/20993 long reasoning (14,490 chars) ×4
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db-wal-recovery — 0/1 passed # result total agent in/out tok flags 1 FAIL 23m54s 22m44s 2812282/144992 generation hit the output-token limit (truncated / runaway) long reasoning (12,093 chars)
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distribution-search — 1/1 passed # result total agent in/out tok flags 1 PASS 1m57s 54s 77800/9069 —
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dna-assembly — 0/1 passed # result total agent in/out tok flags 1 FAIL 40m33s 39m36s 5245498/243639 generation hit the output-token limit (truncated / runaway) ×5 long reasoning (14,154 chars) ×5
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dna-insert — 0/1 passed # result total agent in/out tok flags 1 FAIL 3m52s 2m47s 352138/27236 —
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extract-elf — 1/1 passed # result total agent in/out tok flags 1 PASS 3m21s 1m49s 495165/16218 —
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extract-moves-from-video — 0/1 passed # result total agent in/out tok flags 1 FAIL 54m09s 53m10s 7915626/146038 a bash command timed out long reasoning (15,680 chars) ×27
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feal-differential-cryptanalysis — 0/1 passed # result total agent in/out tok flags 1 ERR 1h01m 1h00m 92348/29891 trial errored: AgentTimeoutError
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feal-linear-cryptanalysis — 1/1 passed # result total agent in/out tok flags 1 PASS 21m50s 20m51s 4396162/117480 generation hit the output-token limit (truncated / runaway)
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filter-js-from-html — 0/1 passed # result total agent in/out tok flags 1 FAIL 5m47s 1m38s 69842/15993 long reasoning (14,307 chars)
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financial-document-processor — 0/1 passed # result total agent in/out tok flags 1 FAIL 8m03s 6m59s 1273960/59884 claimed success but the verifier did NOT pass (heuristic)
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fix-code-vulnerability — 1/1 passed # result total agent in/out tok flags 1 PASS 1m41s 35s 343158/3326 —
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fix-git — 1/1 passed # result total agent in/out tok flags 1 PASS 1m00s 13s 31139/1806 —
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fix-ocaml-gc — 0/1 passed # result total agent in/out tok flags 1 FAIL 11m25s 7m52s 6656260/43867 empty final message (no text, no tool call) long reasoning (17,365 chars) ×3
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gcode-to-text — 0/1 passed # result total agent in/out tok flags 1 ERR 30m50s 30m00s 8432280/185215 trial errored: AgentTimeoutError generation hit the output-token limit (truncated / runaway) long reasoning (16,447 chars) ×8
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git-leak-recovery — 1/1 passed # result total agent in/out tok flags 1 PASS 1m16s 10s 25182/1489 —
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git-multibranch — 0/1 passed # result total agent in/out tok flags 1 FAIL 3m40s 2m20s 812065/18555 —
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gpt2-codegolf — 0/1 passed # result total agent in/out tok flags 1 ERR 30m50s 30m00s 12455075/194731 claimed success but the verifier did NOT pass (heuristic) trial errored: AgentTimeoutError long reasoning (14,119 chars) ×9
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headless-terminal — 0/1 passed # result total agent in/out tok flags 1 FAIL 6m06s 5m15s 1109667/32403 a bash command timed out
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hf-model-inference — 1/1 passed # result total agent in/out tok flags 1 PASS 11m10s 44s 25209/1720 —
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install-windows-3.11 — 0/1 passed # result total agent in/out tok flags 1 FAIL 27m17s 25m09s 1539947/34877 a bash command timed out
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kv-store-grpc — 1/1 passed # result total agent in/out tok flags 1 PASS 1m01s 14s 36653/1516 —
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large-scale-text-editing — 0/1 passed # result total agent in/out tok flags 1 FAIL 21m21s 20m18s 5453899/84094 claimed success but the verifier did NOT pass (heuristic) a bash command timed out ×2 long reasoning (12,767 chars) ×15
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largest-eigenval — 1/1 passed # result total agent in/out tok flags 1 PASS 4m17s 3m27s 1118882/27474 —
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llm-inference-batching-scheduler — 0/1 passed # result total agent in/out tok flags 1 FAIL 30m20s 29m34s 3549016/142096 claimed success but the verifier did NOT pass (heuristic) a bash command timed out
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log-summary-date-ranges — 1/1 passed # result total agent in/out tok flags 1 PASS 1m04s 13s 39177/2029 —
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mailman — 0/1 passed # result total agent in/out tok flags 1 FAIL 6m39s 3m24s 1807952/19036 claimed success but the verifier did NOT pass (heuristic) long reasoning (12,132 chars)
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make-doom-for-mips — 0/1 passed # result total agent in/out tok flags 1 FAIL 31m03s 29m19s 21484975/159152 claimed success but the verifier did NOT pass (heuristic) long reasoning (14,008 chars) ×11
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make-mips-interpreter — 0/1 passed # result total agent in/out tok flags 1 ERR 1h02m 1h00m 6626970/144216 trial errored: AgentTimeoutError generation hit the output-token limit (truncated / runaway)
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mcmc-sampling-stan — 1/1 passed # result total agent in/out tok flags 1 PASS 8m41s 5m59s 139000/4257 —
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merge-diff-arc-agi-task — 1/1 passed # result total agent in/out tok flags 1 PASS 1m46s 50s 211884/7312 —
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model-extraction-relu-logits — 0/1 passed # result total agent in/out tok flags 1 ERR 30m59s 30m00s 4638774/131796 trial errored: AgentTimeoutError a bash command timed out ×3 long reasoning (14,173 chars) ×15
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modernize-scientific-stack — 1/1 passed # result total agent in/out tok flags 1 PASS 1m43s 12s 18890/1647 —
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mteb-leaderboard — 0/1 passed # result total agent in/out tok flags 1 ERR 10m00s - — —
mteb-retrieve — 0/1 passed # result total agent in/out tok flags 1 ERR 10m00s - — —
multi-source-data-merger — 1/1 passed # result total agent in/out tok flags 1 PASS 1m41s 24s 22856/3998 —
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nginx-request-logging — 1/1 passed # result total agent in/out tok flags 1 PASS 1m05s 14s 39727/1904 —
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openssl-selfsigned-cert — 0/1 passed # result total agent in/out tok flags 1 FAIL 1m04s 17s 39332/2410 claimed success but the verifier did NOT pass (heuristic)
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overfull-hbox — 0/1 passed # result total agent in/out tok flags 1 FAIL 6m07s 4m49s 1253207/43302 long reasoning (13,272 chars) ×5
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password-recovery — 0/1 passed # result total agent in/out tok flags 1 FAIL 13m13s 12m11s 2616825/81951 long reasoning (12,043 chars) ×10
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path-tracing — 0/1 passed # result total agent in/out tok flags 1 FAIL 37m26s 35m48s 8087763/175815 generation hit the output-token limit (truncated / runaway) long reasoning (12,939 chars) ×30
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path-tracing-reverse — 0/1 passed # result total agent in/out tok flags 1 FAIL 30m22s 29m09s 9012373/77453 long reasoning (13,724 chars)
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polyglot-c-py — 0/1 passed # result total agent in/out tok flags 1 FAIL 12m42s 11m32s 1423231/98200 empty final message (no text, no tool call) long reasoning (12,801 chars) ×19
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polyglot-rust-c — 0/1 passed # result total agent in/out tok flags 1 FAIL 20m25s 19m02s 1561818/143399 generation hit the output-token limit (truncated / runaway) long reasoning (12,619 chars) ×25
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portfolio-optimization — 1/1 passed # result total agent in/out tok flags 1 PASS 2m39s 49s 32322/2204 —
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protein-assembly — 0/1 passed # result total agent in/out tok flags 1 FAIL 48m34s 47m42s 13906625/228690 generation hit the output-token limit (truncated / runaway) long reasoning (12,712 chars) ×5
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prove-plus-comm — 1/1 passed # result total agent in/out tok flags 1 PASS 2m13s 32s 53116/5524 —
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pypi-server — 1/1 passed # result total agent in/out tok flags 1 PASS 3m18s 53s 44507/1790 —
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pytorch-model-cli — 1/1 passed # result total agent in/out tok flags 1 PASS 8m04s 6m05s 312240/11532 —
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pytorch-model-recovery — 0/1 passed # result total agent in/out tok flags 1 ERR 14m44s 0s 0/0 trial errored: NonZeroAgentExitCodeError
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qemu-alpine-ssh — 0/1 passed # result total agent in/out tok flags 1 ERR 32m07s 30m00s 2612422/80665 trial errored: AgentTimeoutError generation hit the output-token limit (truncated / runaway) a bash command timed out ×4 long reasoning (14,259 chars) ×4
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qemu-startup — 1/1 passed # result total agent in/out tok flags 1 ERR 32m48s 30m00s 6191867/118646 trial errored: AgentTimeoutError long reasoning (12,856 chars) ×17
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query-optimize — 0/1 passed # result total agent in/out tok flags 1 FAIL 10m11s 3m06s 31987/2516 —
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raman-fitting — 0/1 passed # result total agent in/out tok flags 1 FAIL 8m06s 7m18s 989141/62065 claimed success but the verifier did NOT pass (heuristic)
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regex-chess — 0/1 passed # result total agent in/out tok flags 1 FAIL 19m50s 19m02s 2086276/137677 generation hit the output-token limit (truncated / runaway) ×2 long reasoning (13,506 chars) ×12
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regex-log — 1/1 passed # result total agent in/out tok flags 1 PASS 4m18s 3m20s 283649/31839 long reasoning (12,158 chars)
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reshard-c4-data — 0/1 passed # result total agent in/out tok flags 1 FAIL 4m51s 47s 267756/5268 claimed success but the verifier did NOT pass (heuristic)
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rstan-to-pystan — 1/1 passed # result total agent in/out tok flags 1 PASS 9m45s 8m53s 923212/16143 —
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sam-cell-seg — 0/1 passed # result total agent in/out tok flags 1 FAIL 8m59s 6m27s 1175648/24489 —
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sanitize-git-repo — 0/1 passed # result total agent in/out tok flags 1 FAIL 1m53s 51s 346964/4633 claimed success but the verifier did NOT pass (heuristic)
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schemelike-metacircular-eval — 0/1 passed # result total agent in/out tok flags 1 FAIL 17m40s 16m51s 7700547/87138 generation hit the output-token limit (truncated / runaway) long reasoning (17,940 chars) ×11
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sparql-university — 0/1 passed # result total agent in/out tok flags 1 FAIL 2m05s 1m06s 76663/11789 long reasoning (12,657 chars)
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sqlite-db-truncate — 1/1 passed # result total agent in/out tok flags 1 ERR 30m59s 30m00s 2008802/182956 trial errored: AgentTimeoutError generation hit the output-token limit (truncated / runaway) ×4
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sqlite-with-gcov — 0/1 passed # result total agent in/out tok flags 1 FAIL 1m36s 36s 34830/1392 —
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torch-pipeline-parallelism — 0/1 passed # result total agent in/out tok flags 1 FAIL 23m46s 17m43s 3146984/73974 a bash command timed out ×2 long reasoning (17,038 chars) ×6
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torch-tensor-parallelism — 0/1 passed # result total agent in/out tok flags 1 FAIL 6m41s 52s 38290/8624 long reasoning (16,820 chars)
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train-fasttext — 0/1 passed # result total agent in/out tok flags 1 FAIL 1h07m 1h05m 1097321/7000 a bash command timed out ×2
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tune-mjcf — 1/1 passed # result total agent in/out tok flags 1 PASS 4m34s 3m26s 329930/21000 long reasoning (13,157 chars) ×2
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video-processing — 0/1 passed # result total agent in/out tok flags 1 FAIL 20m47s 19m24s 5688976/103706 generation hit the output-token limit (truncated / runaway) long reasoning (13,788 chars)
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vulnerable-secret — 1/1 passed # result total agent in/out tok flags 1 PASS 1m26s 30s 131933/4300 —
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winning-avg-corewars — 0/1 passed # result total agent in/out tok flags 1 FAIL 8m30s 7m11s 708806/63103 empty final message (no text, no tool call) long reasoning (13,939 chars) ×10
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write-compressor — 0/1 passed # result total agent in/out tok flags 1 ERR 31m22s 30m00s 4920094/195213 trial errored: AgentTimeoutError long reasoning (12,976 chars) ×21
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Generated 2026-07-27 07:51 UTC · cdb54d88 · terminal-bench on RTX 3090