FAILURE MAP

Understand the failure.
Verify the repair.

Small, reproducible software failures. The broken implementation, the fix that didn’t work, and the one that passed—preserved together.

Explore the cases ↓How results are verified ↗
100840Executable case variants
20168Distinct failure mechanisms
302520Executed implementations
20168Open-access cases

WHAT THE ARCHIVE CONTAINS

100840 executable cases. 20168 are open.

Every case records the implementation that fails, the fix that did not work, and the repair that passed its checks—with recorded outputs and source hashes. This release adds 100840 cases across 20168 failure mechanisms and 254 domains.

The open tier gives you the failure and the unsuccessful fix for one case in every mechanism. The remaining 80672 cases, 5 variants per mechanism, are member-only: the verified repair, its recorded checks, and the full fixture suite are held in the member archive. Read the methodology ↗

A RECORD OF WHAT WENT WRONG

Browse the archive / 100840

Python · Standard library
REFERENCEFAILURE MECHANISMDOMAINACCESS
FA-13101

Frequency left quantile: An exact cumulative rank boundary advances to the next support value. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13102

Frequency left quantile: An exact cumulative rank boundary advances to the next support value. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13103

Frequency left quantile: An exact cumulative rank boundary advances to the next support value. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13104

Frequency left quantile: An exact cumulative rank boundary advances to the next support value. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13105

Frequency left quantile: An exact cumulative rank boundary advances to the next support value. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13106

Frequency left quantile: The rank target uses the number of compressed rows. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13107

Frequency left quantile: The rank target uses the number of compressed rows. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13108

Frequency left quantile: The rank target uses the number of compressed rows. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13109

Frequency left quantile: The rank target uses the number of compressed rows. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13110

Frequency left quantile: The rank target uses the number of compressed rows. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13111

Frequency left quantile: Cumulative mass increments by one per row. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13112

Frequency left quantile: Cumulative mass increments by one per row. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13113

Frequency left quantile: Cumulative mass increments by one per row. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13114

Frequency left quantile: Cumulative mass increments by one per row. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13115

Frequency left quantile: Cumulative mass increments by one per row. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13116

Frequency left quantile: Zero-frequency rows can satisfy the zero-percentile query. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13117

Frequency left quantile: Zero-frequency rows can satisfy the zero-percentile query. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13118

Frequency left quantile: Zero-frequency rows can satisfy the zero-percentile query. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13119

Frequency left quantile: Zero-frequency rows can satisfy the zero-percentile query. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13120

Frequency left quantile: Zero-frequency rows can satisfy the zero-percentile query. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13121

Frequency left quantile: Support values are sorted descending for a lower-tail quantile. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13122

Frequency left quantile: Support values are sorted descending for a lower-tail quantile. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13123

Frequency left quantile: Support values are sorted descending for a lower-tail quantile. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13124

Frequency left quantile: Support values are sorted descending for a lower-tail quantile. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13125

Frequency left quantile: Support values are sorted descending for a lower-tail quantile. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13126

Frequency left quantile: The rational target is rounded down before cumulative comparison. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13127

Frequency left quantile: The rational target is rounded down before cumulative comparison. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13128

Frequency left quantile: The rational target is rounded down before cumulative comparison. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13129

Frequency left quantile: The rational target is rounded down before cumulative comparison. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13130

Frequency left quantile: The rational target is rounded down before cumulative comparison. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13131

Frequency left quantile: The current row is checked before adding its own frequency. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13132

Frequency left quantile: The current row is checked before adding its own frequency. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13133

Frequency left quantile: The current row is checked before adding its own frequency. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13134

Frequency left quantile: The current row is checked before adding its own frequency. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13135

Frequency left quantile: The current row is checked before adding its own frequency. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13136

Frequency central scatter: Frequency affects the center but not the squared deviations. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13137

Frequency central scatter: Frequency affects the center but not the squared deviations. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13138

Frequency central scatter: Frequency affects the center but not the squared deviations. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13139

Frequency central scatter: Frequency affects the center but not the squared deviations. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13140

Frequency central scatter: Frequency affects the center but not the squared deviations. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13141

Frequency central scatter: Uncentered second moments replace centered scatter. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13142

Frequency central scatter: Uncentered second moments replace centered scatter. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13143

Frequency central scatter: Uncentered second moments replace centered scatter. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13144

Frequency central scatter: Uncentered second moments replace centered scatter. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13145

Frequency central scatter: Uncentered second moments replace centered scatter. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13146

Frequency central scatter: Squared deviations are normalized even though the summary stores total scatter. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13147

Frequency central scatter: Squared deviations are normalized even though the summary stores total scatter. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13148

Frequency central scatter: Squared deviations are normalized even though the summary stores total scatter. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13149

Frequency central scatter: Squared deviations are normalized even though the summary stores total scatter. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13150

Frequency central scatter: Squared deviations are normalized even though the summary stores total scatter. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13151

Frequency central scatter: The rational center is truncated before residual reduction. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13152

Frequency central scatter: The rational center is truncated before residual reduction. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13153

Frequency central scatter: The rational center is truncated before residual reduction. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13154

Frequency central scatter: The rational center is truncated before residual reduction. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13155

Frequency central scatter: The rational center is truncated before residual reduction. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13156

Frequency central scatter: Absolute deviations are substituted for squared deviations. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13157

Frequency central scatter: Absolute deviations are substituted for squared deviations. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13158

Frequency central scatter: Absolute deviations are substituted for squared deviations. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13159

Frequency central scatter: Absolute deviations are substituted for squared deviations. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13160

Frequency central scatter: Absolute deviations are substituted for squared deviations. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13161

Frequency central scatter: Equal-frequency observations are collapsed by their weight. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13162

Frequency central scatter: Equal-frequency observations are collapsed by their weight. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13163

Frequency central scatter: Equal-frequency observations are collapsed by their weight. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13164

Frequency central scatter: Equal-frequency observations are collapsed by their weight. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13165

Frequency central scatter: Equal-frequency observations are collapsed by their weight. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13166

Frequency central scatter: Only the most deviant support point contributes to scatter. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13167

Frequency central scatter: Only the most deviant support point contributes to scatter. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13168

Frequency central scatter: Only the most deviant support point contributes to scatter. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13169

Frequency central scatter: Only the most deviant support point contributes to scatter. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13170

Frequency central scatter: Only the most deviant support point contributes to scatter. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13171

Maximum subarray block summary: The best interval spanning a block boundary is never considered. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13172

Maximum subarray block summary: The best interval spanning a block boundary is never considered. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13173

Maximum subarray block summary: The best interval spanning a block boundary is never considered. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13174

Maximum subarray block summary: The best interval spanning a block boundary is never considered. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13175

Maximum subarray block summary: The best interval spanning a block boundary is never considered. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13176

Maximum subarray block summary: The crossing candidate combines the old prefix with incoming suffix. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13177

Maximum subarray block summary: The crossing candidate combines the old prefix with incoming suffix. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13178

Maximum subarray block summary: The crossing candidate combines the old prefix with incoming suffix. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13179

Maximum subarray block summary: The crossing candidate combines the old prefix with incoming suffix. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13180

Maximum subarray block summary: The crossing candidate combines the old prefix with incoming suffix. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13181

Maximum subarray block summary: Extending a prefix uses the old suffix instead of the whole old total. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13182

Maximum subarray block summary: Extending a prefix uses the old suffix instead of the whole old total. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13183

Maximum subarray block summary: Extending a prefix uses the old suffix instead of the whole old total. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13184

Maximum subarray block summary: Extending a prefix uses the old suffix instead of the whole old total. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13185

Maximum subarray block summary: Extending a prefix uses the old suffix instead of the whole old total. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13186

Maximum subarray block summary: Extending a suffix adds incoming prefix instead of its entire total. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13187

Maximum subarray block summary: Extending a suffix adds incoming prefix instead of its entire total. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13188

Maximum subarray block summary: Extending a suffix adds incoming prefix instead of its entire total. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13189

Maximum subarray block summary: Extending a suffix adds incoming prefix instead of its entire total. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13190

Maximum subarray block summary: Extending a suffix adds incoming prefix instead of its entire total. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13191

Maximum subarray block summary: The incoming local prefix is treated as a global prefix. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13192

Maximum subarray block summary: The incoming local prefix is treated as a global prefix. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13193

Maximum subarray block summary: The incoming local prefix is treated as a global prefix. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13194

Maximum subarray block summary: The incoming local prefix is treated as a global prefix. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13195

Maximum subarray block summary: The incoming local prefix is treated as a global prefix. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13196

Maximum subarray block summary: The accumulated local suffix is retained without crossing the incoming block. · case 01

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation● Open access↗
FA-13197

Maximum subarray block summary: The accumulated local suffix is retained without crossing the incoming block. · case 02

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13198

Maximum subarray block summary: The accumulated local suffix is retained without crossing the incoming block. · case 03

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13199

Maximum subarray block summary: The accumulated local suffix is retained without crossing the incoming block. · case 04

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗
FA-13200

Maximum subarray block summary: The accumulated local suffix is retained without crossing the incoming block. · case 05

The reduction disagrees with its explicit aggregation oracle.

Numerical aggregation◈ Members↗

INSPECTABLE BY DESIGN

Every result has a runnable source.

Runnable implementations with recorded outputs, source hashes, and explicit contracts. Related variants share a failure mechanism and belong together in evaluation splits.

Read the methodology ↗