Task gallery / DeepSWE (long-horizon SWE) / Version 2
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
deepswe review: EXCLUDED from delivery (coordinator, 2026-10-22 ~00:25Z)
Aggregate eligibility
Excluded / other version
Quality exclusion
  • Known task defect recorded

These per-version observations remain visible, but this version does not contribute to aggregate pass rates.

The task

This SQLite build crashes on some queries This build of SQLite has started crashing on the teams using it: certain statements kill the process outright where they should have come back with a plain, boring complaint that the statement is wrong -- and the same statement with one small change does produce exactly that complaint. The reports come from reporting queries that summarise stored data into groups. It reprodu…

Excerpt only; not a complete executable task specification. Task ID task_2ad9f7dfda1e4f8c · version 2. Selection status: not fully recorded.

Results by model and effort

This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.

Current evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
Tencent HY4 (preview) · think4/4 · 100.0% [51.0%, 100.0%] · preliminary4 / 40
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 4
BAD_SUCCESS: 0
Claude Opus 5 · high3/3 · 100.0% [43.9%, 100.0%] · preliminary3 / 30
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 3
BAD_SUCCESS: 0

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes

Every recorded run

26 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.

Run / modelDate / sourceReward / eligibilityDiagnostic class / sourceResourcesEvidence
trial_f4a61845ffd24aaf
nop@@
Oct 21, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_fed4e1404dce42be
oracle@@
Oct 21, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_7ca5ad311e404bbc
Tencent HY4 (preview) · think
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 260,980
Turns: 314
Cost: $22.7839
Not publicly available
trial_19171be4e7384c4b
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_5a0ee22a9b3a4676
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_6ccc6009329442e6
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_6cd7aff3f5ed4c57
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_a4ca41061d034957
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_c43f7afc8ce44af1
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_c946acd37d024f07
Tencent HY4 (preview) · think
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 415,577
Turns: 221
Cost: $30.8592
Not publicly available
trial_31641beef04646d3
Claude Opus 5 · high
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_39ec98debe304845
Claude Opus 5 · high
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_82ffccd673ae458c
Claude Opus 5 · high
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_f52d724c98bb4c43
Claude Opus 5 · high
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_f5a669d27e2f4dc4
Claude Opus 5 · high
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_0ed3c570b9984c8b
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_0edb1d9735db4caa
Tencent HY4 (preview) · think
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 68,704
Turns: 94
Cost: $5.3002
Not publicly available
trial_227f945878254337
Tencent HY4 (preview) · think
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 234,609
Turns: 303
Cost: $21.7406
Not publicly available
trial_57cb763a4c1b4f2c
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_ad22c4b6944f4342
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_c08e6cba74514bcf
tencent/hy4-preview@@
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_52605585292d4c9a
Claude Opus 5 · high
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_742e68fd55f341e9
Claude Opus 5 · high
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 251,213
Turns: 202
Cost: $34.2426
Not publicly available
trial_81e0a82bcc4449e7
Claude Opus 5 · high
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 232,588
Turns: 197
Cost: $32.3040
Not publicly available
trial_827484eca4a14e72
Claude Opus 5 · high
Oct 21, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_c8c74ce0087743d6
Claude Opus 5 · high
Oct 21, 2026
console
1 · validGOOD_SUCCESS
independent-review
Tokens: 279,930
Turns: 248
Cost: $42.4131
Not publicly available