{ "reportVersion": "public-2026-10-13-v6", "complete": true, "protocol": { "date": "2026-10-13", "maxGenerationRequestsPerCleanAttempt": 8, "maxDirectToolExecutions": 40, "checks": "锁定需求、相关运行测试、隐藏验收；TypeScript真实仓库任务包含类型验收。XCR完整通过还要求自身报告完成。", "accounting": "XCR为模拟客户费用（API成本加20%）；对照为模型API费用。失败任务与相关中断重做费用保留；未知用量以费用区间表示。费用由测试时计价快照与返回用量估算，缓存、思考token与实际服务档位计入。未含外层AI编程工具调用、评测工具开发调试、税费及汇率差异；不是已确认账单，也不是当前官网报价。", "comparison": "比较完整工作流程；XCR与单模型工具循环流程不同，不能把差异全部归因于底层模型能力。内部实现不公开。" }, "benchmarkBuild": "XCR evaluation build 2026-10-13 / round 2", "baselines": { "Astra": { "provider": "OpenAI", "modelId": "gpt-6-astra", "reasoningEffort": "high", "servicePolicy": "Flex优先；明确容量拒绝后回退Standard，按实际返回档位计价" }, "Luna": { "provider": "OpenAI", "modelId": "gpt-6-luna", "reasoningEffort": "low", "servicePolicy": "Flex优先，容量不足可回退Standard；仅公开质量结果" } }, "baselinePricingSnapshot": { "date": "2026-10-13", "unit": "USD per million billed tokens", "Astra": { "flexInput": 5, "flexOutput": 25, "standardInput": 10, "standardOutput": 50, "cacheReadInputMultiplier": 0.1, "source": "https://developers.openai.com/api/docs/models/gpt-6-astra" } }, "publicationNotice": "本报告由XCR自行设计和执行，非第三方独立认证；未经OpenAI、Anthropic或所用开源项目赞助、认证或背书。相关名称仅用于准确识别对照和来源，商标属于各权利人。结果仅对应2026年10月13日的两轮评测构建、固定任务与工具流程，未验证正式部署版本。样本通过率不是总体准确率或统计等效结论；估算费用不构成实际账单、服务报价或任何节省保证。100倍示例仅作费用换算。实际效果和费用受任务、工作流程、服务档位、缓存及重做影响。发布者仍须遵守适用法律与合同，本说明不排除依法不得排除的责任或消费者权利。", "tasks": [ { "id": "r01", "title": "空数组的 zip/zipWith", "repo": "remeda", "category": "bugfix", "prompt": "Fix zip and zipWith in both data-first and data-last/pipe forms: if either input is empty, return an empty array and do not invoke the projection. Otherwise stop at the shorter input, preserve ordering, existing types and lazy pipe integration.", "baseCommit": "6d956a9682a4a8ff0514a826fabfcec5b5259336", "referenceCommit": "870135729da0427895af8cba11efd5b4ea6bbeb5", "sourceUrl": "https://github.com/remeda/remeda/commit/870135729da0427895af8cba11efd5b4ea6bbeb5" }, { "id": "r02", "title": "惰性流水线提前结束与状态隔离", "repo": "remeda", "category": "bugfix", "prompt": "Fix pipe lazy evaluation: terminate processing as soon as a lazy evaluator signals isDone, without continuing upstream callbacks for remaining items. Every pipe invocation must have independent lazy execution state even when reusable curried functions are shared. Preserve existing single/multi-valued lazy results, eager operations, output and types.", "baseCommit": "870135729da0427895af8cba11efd5b4ea6bbeb5", "referenceCommit": "80c2fcf7c3e75351d4aa9d2555d8b897ad632419", "sourceUrl": "https://github.com/remeda/remeda/commit/80c2fcf7c3e75351d4aa9d2555d8b897ad632419" }, { "id": "r03", "title": "跨模块的单次迭代器追加", "repo": "boltons", "category": "bugfix", "prompt": "Fix OrderedMultiDict.addlist in dictutils and its vendored copy used by urlutils: accept one-shot iterators as well as sequences. Each value must appear consistently in getlist, get, keys and representation. Empty iterables must not add a key. Preserve insertion order and existing values.", "baseCommit": "d45cc414e33aa4e08a73e0993574df4397e2e9db", "referenceCommit": "a1ea1030ed85137e999c0bd9b11d16368d3ab241", "sourceUrl": "https://github.com/mahmoud/boltons/commit/a1ea1030ed85137e999c0bd9b11d16368d3ab241" }, { "id": "r04", "title": "二进制 JSONL 文件定位", "repo": "boltons", "category": "bugfix", "prompt": "Fix JSONLIterator relative seek on binary streams so newline alignment uses bytes for binary streams and text for text streams. Preserve forward/reverse iteration, ignore_errors and EOF-relative seek. Binary rel_seek=1.0 followed by reverse iteration must yield the final JSON record without TypeError.", "baseCommit": "5150802911edbf8ade1e7d1bfb346fed52c88d05", "referenceCommit": "805c803ca71da28f09cb7ec521f7ea14d1a4048b", "sourceUrl": "https://github.com/mahmoud/boltons/commit/805c803ca71da28f09cb7ec521f7ea14d1a4048b" }, { "id": "r05", "title": "属性存在检测与类型收窄", "repo": "remeda", "category": "feature", "prompt": "Add and export hasProp with data-first and curried data-last forms, checking only own properties (including properties whose value is undefined), not inherited properties. Support symbol and number keys. Preserve readonly and explicit undefined; remove optionality for bounded literal keys and narrow object unions to members containing the key. Reject impossible keys at compile time; arrays and unbounded string/template keys return boolean without incorrect narrowing. Preserve interoperability with filter and pipe. Follow existing purry conventions.", "baseCommit": "c9feae9f07bc7b925371eadcd5ffd321190ffdf1", "referenceCommit": "3c80f28bb394edbf89f1fc9978571dec8ed20edc", "sourceUrl": "https://github.com/remeda/remeda/commit/3c80f28bb394edbf89f1fc9978571dec8ed20edc" }, { "id": "r06", "title": "严格类型的空值默认值", "repo": "remeda", "category": "feature", "prompt": "Add and export defaultTo with data-first and curried forms: replace only null/undefined with the fallback; keep NaN, false, 0 and empty strings. The fallback must be compatible with the non-nullish data type; require nullable input except supported nullish fallbacks. Preserve literal/union/object result types and reject incompatible fallback types. Support pipe; retain existing pathOr and stringToPath behavior and types.", "baseCommit": "20293262df5452b03bfd45e2d7eff6cfb583ebf4", "referenceCommit": "92449ef03c15dd49c4d4f59fbe9c6927694ea26e", "sourceUrl": "https://github.com/remeda/remeda/commit/92449ef03c15dd49c4d4f59fbe9c6927694ea26e" }, { "id": "r07", "title": "统计模块众数接口", "repo": "boltons", "category": "feature", "prompt": "Add Stats.mode and the module-level mode convenience function through the existing _StatsProperty mechanism. Support numeric and hashable categorical data, return the most frequent value, resolve ties by first appearance, and return configured Stats.default for empty input. Preserve existing statistics behavior.", "baseCommit": "5df26592c29b9561d122640868ba0522cbc1e20d", "referenceCommit": "967864f89791509f9eb36b22b4579d36b72a6df2", "sourceUrl": "https://github.com/mahmoud/boltons/commit/967864f89791509f9eb36b22b4579d36b72a6df2" }, { "id": "r08", "title": "按单词边界截断文本", "repo": "boltons", "category": "feature", "prompt": "Add and export ellipsize(text, max_len=160, *, ellipsis=\"…\"). Leave text unchanged if it fits. Include ellipsis in max_len, cut at the last space within the available limit, trim trailing whitespace and sentence punctuation, but preserve decimal points between digits. Hard-cut a single overlong token. Require max_len > len(ellipsis), raising ValueError otherwise; support custom ellipsis and preserve all other strutils behavior.", "baseCommit": "580a9c2d12755d472e534ca3e277e8f7e3ada49e", "referenceCommit": "673e010d0afabc2f530e8d1f67f0a47c37afa7f4", "sourceUrl": "https://github.com/mahmoud/boltons/commit/673e010d0afabc2f530e8d1f67f0a47c37afa7f4" }, { "id": "r09", "title": "sortBy 排序规则与严格类型重构", "repo": "remeda", "category": "refactor", "prompt": "Refactor sortBy to use shared comparable sort rules and ascending/descending comparison logic, preserving data-first/data-last forms, multiple projections and directions, input immutability, stable equal-value ordering, and existing .strict tuple/nonempty array type shape. Rules may project numbers, strings, booleans or objects with valueOf returning these primitives. Retain existing exports and verify runtime and TypeScript tests. Compute each rule projection at most once per compared item during one comparison; sorting a two-item input with one rule must invoke the projector at most twice.", "baseCommit": "66dbb77872e598555310af4ba7b1652bf9abd5f6", "referenceCommit": "3078b20217d10634db32e6e46e831f19e39977ee", "sourceUrl": "https://github.com/remeda/remeda/commit/3078b20217d10634db32e6e46e831f19e39977ee" }, { "id": "r10", "title": "有序集合批量删除与分桶列表边界", "repo": "boltons", "category": "refactor", "prompt": "Refactor IndexedSet difference_update/intersection_update so large scattered removals rebuild in one linear pass instead of repeated discard/compaction. Preserve order, lookup/index, further additions and small-update behavior; for removing half of 10000 items, no more than one full compaction per operation. Also preserve list-compatible BarrelList boundaries: out-of-range access/pop raises IndexError, extreme insert positions clamp to prepend/append, and popping handles/removes empty trailing buckets. Keep public APIs unchanged.", "baseCommit": "efff866a3b66fdafc817894390742e1d8bc025e5", "referenceCommit": "e00c10a809525027b8167fbb7ac233cfc25a01f5", "sourceUrl": "https://github.com/mahmoud/boltons/commit/e00c10a809525027b8167fbb7ac233cfc25a01f5" } ], "rows": [ { "task": "r01", "group": "Astra", "passed": true, "customerCostLowerUsd": 0.25029075, "customerCostUpperUsd": 0.25029075, "seconds": 61 }, { "task": "r01", "group": "Luna", "passed": false }, { "task": "r01", "group": "XCR", "passed": true, "customerCostLowerUsd": 0.0071923199999999994, "customerCostUpperUsd": 0.0071923199999999994, "seconds": 51, "falseAcceptance": false }, { "task": "r02", "group": "Astra", "passed": false, "customerCostLowerUsd": 0.276341, "customerCostUpperUsd": 0.276341, "seconds": 67 }, { "task": "r02", "group": "Luna", "passed": false }, { "task": "r02", "group": "XCR", "passed": true, "customerCostLowerUsd": 0.0044172149999999995, "customerCostUpperUsd": 0.0044172149999999995, "seconds": 70, "falseAcceptance": false }, { "task": "r03", "group": "Astra", "passed": true, "customerCostLowerUsd": 0.20638975, "customerCostUpperUsd": 0.20638975, "seconds": 42 }, { "task": "r03", "group": "Luna", "passed": true }, { "task": "r03", "group": "XCR", "passed": true, "customerCostLowerUsd": 0.006381915, "customerCostUpperUsd": 0.006381915, "seconds": 40, "falseAcceptance": false }, { "task": "r04", "group": "Astra", "passed": true, "customerCostLowerUsd": 0.09635225, "customerCostUpperUsd": 0.09635225, "seconds": 37 }, { "task": "r04", "group": "Luna", "passed": true }, { "task": "r04", "group": "XCR", "passed": true, "customerCostLowerUsd": 0.004340040000000001, "customerCostUpperUsd": 0.004340040000000001, "seconds": 50, "falseAcceptance": false }, { "task": "r05", "group": "Astra", "passed": false, "customerCostLowerUsd": 0.40329975000000007, "customerCostUpperUsd": 0.40329975000000007, "seconds": 97 }, { "task": "r05", "group": "Luna", "passed": false }, { "task": "r05", "group": "XCR", "passed": false, "customerCostLowerUsd": 0.35991287999999994, "customerCostUpperUsd": 0.39390558, "seconds": 255, "falseAcceptance": true }, { "task": "r06", "group": "Astra", "passed": false, "customerCostLowerUsd": 0.34277474999999996, "customerCostUpperUsd": 0.34277474999999996, "seconds": 113 }, { "task": "r06", "group": "Luna", "passed": false }, { "task": "r06", "group": "XCR", "passed": false, "customerCostLowerUsd": 0.476652576, "customerCostUpperUsd": 0.510994026, "seconds": 226, "falseAcceptance": false }, { "task": "r07", "group": "Astra", "passed": true, "customerCostLowerUsd": 0.17181800000000003, "customerCostUpperUsd": 0.17181800000000003, "seconds": 48 }, { "task": "r07", "group": "Luna", "passed": true }, { "task": "r07", "group": "XCR", "passed": true, "customerCostLowerUsd": 0.12046005000000001, "customerCostUpperUsd": 0.12046005000000001, "seconds": 67, "falseAcceptance": false }, { "task": "r08", "group": "Astra", "passed": true, "customerCostLowerUsd": 0.18094575000000002, "customerCostUpperUsd": 0.18094575000000002, "seconds": 62 }, { "task": "r08", "group": "Luna", "passed": false }, { "task": "r08", "group": "XCR", "passed": true, "customerCostLowerUsd": 0.00587379, "customerCostUpperUsd": 0.00587379, "seconds": 59, "falseAcceptance": false }, { "task": "r09", "group": "Astra", "passed": true, "customerCostLowerUsd": 0.21504225, "customerCostUpperUsd": 0.21504225, "seconds": 68 }, { "task": "r09", "group": "Luna", "passed": true }, { "task": "r09", "group": "XCR", "passed": true, "customerCostLowerUsd": 0.41083362, "customerCostUpperUsd": 0.41083362, "seconds": 120, "falseAcceptance": false }, { "task": "r10", "group": "Astra", "passed": true, "customerCostLowerUsd": 0.32002525000000004, "customerCostUpperUsd": 0.32002525000000004, "seconds": 115 }, { "task": "r10", "group": "Luna", "passed": false }, { "task": "r10", "group": "XCR", "passed": false, "customerCostLowerUsd": 0.14944913699999998, "customerCostUpperUsd": 0.22846313699999998, "seconds": 77, "falseAcceptance": false } ], "stats": [ { "group": "XCR", "total": 10, "passed": 7, "passRate": 0.7, "customerCostLowerUsd": 1.545513543, "customerCostUpperUsd": 1.692861693, "meanCostLowerUsd": 0.1545513543, "meanCostUpperUsd": 0.1692861693 }, { "group": "Astra", "total": 10, "passed": 7, "passRate": 0.7, "customerCostLowerUsd": 2.4632795, "customerCostUpperUsd": 2.4632795, "meanCostLowerUsd": 0.24632795000000002, "meanCostUpperUsd": 0.24632795000000002 }, { "group": "Luna", "total": 10, "passed": 4, "passRate": 0.4 } ], "limitations": [ "样本为12道小型任务和两个开源工具库的10道公开历史任务；并非随机抽取的行业任务。", "公开历史源码可能被模型记忆；未验证大型应用、原生AI编程工具或订阅额度。", "同样的通过数量不代表通过相同任务，也不证明总体准确率等效。", "每轮每组每题一次有效运行；生成请求上限包含阅读和工具决策。基础设施中断经修复重做，费用保留。" ] }