Task gallery / DeepSWE (long-horizon SWE) / Version 1
Reference solution (oracle)
Unverified
No-op resistance check
Unverified
QA verdict
Not recorded
Aggregate eligibility
Eligible version

The task

iconv-lite predates the WHATWG Encoding Standard, and its default tables and label handling deliberately keep their legacy lineage. Add a conformance mode that implements the Encoding Standard ([source link]) exactly, as a new whatwg namespace on the library's main export, leaving every existing behavior byte-identical. Pin the surface to: iconv.whatwg.getEncoding(label) returning the standard's …

Excerpt only; not a complete executable task specification. Task ID task_be13c5ae46354493 · version 1. 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
Claude Opus 5 · default (unverified)4/5 · 80.0% [37.6%, 96.4%]5 / 50
GOOD_FAILURE: 1
BAD_FAILURE: 0
GOOD_SUCCESS: 4
BAD_SUCCESS: 0
GPT-5.6-sol · default (unverified)4/5 · 80.0% [37.6%, 96.4%]5 / 50
GOOD_FAILURE: 1
BAD_FAILURE: 0
GOOD_SUCCESS: 4
BAD_SUCCESS: 0

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
Claude Opus 4.8 · default (unverified)4/5 · 80.0% [37.6%, 96.4%]5 / 50
GOOD_FAILURE: 1
BAD_FAILURE: 0
GOOD_SUCCESS: 4
BAD_SUCCESS: 0
Gemini Flash (latest alias) · default (unverified)1/3 · 33.3% [6.1%, 79.2%] · preliminary3 / 31
GOOD_FAILURE: 2
BAD_FAILURE: 0
GOOD_SUCCESS: 1
BAD_SUCCESS: 0

Difficulty, with uncertainty

Selected-best difficulty: 20.0% [3.6%, 62.4%]. This is one minus the best measured current-row pass rate among rows with at least five valid runs.

The maximum is selected from the observed rows, so the estimate is optimistic. Its Wilson interval is not adjusted for model selection. “Hard” requires qualifying GOOD_FAILURE evidence; the threshold flag additionally requires the interval and recorded quality gates to meet the documented rule. This is not independent validation. Threshold flag: no.

Every recorded run

35 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_254992f3fd2849e6
Claude Opus 4.8 · default (unverified)
Aug 29, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 132,647
Turns: 115
Cost: $14.6801
Not publicly available
trial_632f5f7db2654873
Claude Opus 4.8 · default (unverified)
Aug 29, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 142,743
Turns: 115
Cost: $15.4455
Not publicly available
trial_8793e153636e44f6
Claude Opus 4.8 · default (unverified)
Aug 29, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 135,102
Turns: 89
Cost: $13.4989
Not publicly available
trial_b107ebb2bda84b92
Claude Opus 4.8 · default (unverified)
Aug 29, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 124,217
Turns: 100
Cost: $12.3350
Not publicly available
trial_f0c1c72f9dea49e4
Claude Opus 4.8 · default (unverified)
Aug 29, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 145,955
Turns: 86
Cost: $12.8505
Not publicly available
trial_523d396e70e549b5
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_7939e87f28614e69
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_91adb4a206144106
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_b0e88e5986f14339
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_cc14b28934504c1e
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_2df2d80d77f7487c
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_6767b31039e04945
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_83e8c4e4b5c348a3
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_a03e553ae0d14fcf
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_a7e07d5fcd964ab1
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_1828903399364077
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 150,740
Turns: 137
Cost: $19.3711
Not publicly available
trial_48be1a6530d54d40
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 165,527
Turns: 123
Cost: $15.8933
Not publicly available
trial_81fdf7f83ec84df3
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 162,027
Turns: 146
Cost: $19.9433
Not publicly available
trial_a8bcf414e2024fc8
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 155,670
Turns: 94
Cost: $13.9044
Not publicly available
trial_e490cba73cc04928
Claude Opus 5 · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 183,734
Turns: 139
Cost: $21.0641
Not publicly available
trial_04529e50ba9d4da9
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
0 · excludedsource_evidence_exclusionGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_5e2e3cde183a402e
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_c503095ac70441fe
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_ce5910a1285d46b6
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
0 · excludedsource_evidence_exclusionNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_fe3d7a078f664e19
Gemini Flash (latest alias) · default (unverified)
Sep 1, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_023db348ab09480d
GPT-5.6-sol · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_67fb41d1a76d4aec
GPT-5.6-sol · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_8b89cb52c8c342d1
GPT-5.6-sol · default (unverified)
Sep 1, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_95d8bf4902814812
GPT-5.6-sol · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_bc4a97b098124490
GPT-5.6-sol · default (unverified)
Sep 1, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_c2d052e394016eba
Gemini Flash (latest alias) · default (unverified)
Sep 3, 2026
console
No reward · excludedno_rewardNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_e3765f8dab65b093
Gemini Flash (latest alias) · default (unverified)
Sep 3, 2026
console
0 · excludedsource_evidence_exclusionNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_a5b9a9c76f0251df
Gemini Flash (latest alias) · default (unverified)
Sep 3, 2026
console
0 · excludedsource_evidence_exclusionGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_a72841110169f275
Gemini Flash (latest alias) · default (unverified)
Sep 3, 2026
console
0 · excludedsource_evidence_exclusionNo diagnostic label
No diagnostic source
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_ad06e85a6da3d525
Gemini Flash (latest alias) · default (unverified)
Sep 3, 2026
console
0 · excludedharness_errorHARNESS_ERROR
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available