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crosscodeeval_v2: refreshed release with current v1 tasks, uniform card and trace statistics
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{
"scope": "All attempts in the published trace Parquets of this folder.",
"created_at": "2026-10-17T19:07:21.398219+00:00",
"input_rows": 214720,
"duplicate_records_removed": 0,
"unique_attempts": 214720,
"unique_tasks": 6710,
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"null_verifier_rewards": 2,
"all_attempts": {
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"graded": 214720,
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"p90": 2,
"p95": 3,
"max": 433
},
"input_tokens": {
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"p90": 7302,
"p95": 9526,
"max": 6431947
},
"input_tokens_total": 1781715169,
"output_tokens": {
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"mean": 1419.1730307983923,
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"p90": 2317,
"p95": 3031,
"max": 171157
},
"output_tokens_total": 304723414,
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"agent": {
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"p95": 40.151806,
"max": 3310.508183
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"verifier": {
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"median": 1.233642,
"p90": 1.377689,
"p95": 1.418958,
"max": 118.029042
},
"trial": {
"n": 214720,
"mean": 37.41115042656483,
"median": 21.542612,
"p90": 58.177431,
"p95": 112.493342,
"max": 3318.148226
}
},
"tools": {
"bash_command": {
"calls": 296320,
"calls_per_trajectory": 1.3800298062593144,
"failed": null,
"failure_rate": null
},
"mark_task_complete": {
"calls": 434722,
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"failed": null,
"failure_rate": null
}
},
"tool_steps": 472933,
"tool_steps_without_output": 0,
"tool_steps_with_error_text": 9827,
"tool_steps_with_error_text_rate": 0.020778841823260376,
"terminations": {
"harness_error": 1,
"session_ended": 34,
"task_complete": 214484,
"task_timeout": 201
},
"command_distribution": {
" DELETE": 3.636079361068135e-07,
" matcher.group(\"artifactId\"),\n": 2.1485923497220796e-07,
" matcher.group(\"classifier\"),\n": 2.1485923497220796e-07,
" matcher.group(\"groupId\"),\n": 2.1485923497220796e-07,
" matcher.group(\"type\")),\n": 2.1485923497220796e-07,
" matcher.group(\"version\"),\n": 2.1485923497220796e-07,
" .collect(Collectors.joining(\"\\n\"));": 7.878171948980958e-07,
" .collect(Collectors.joining(\"\\n\"));\n": 7.878171948980958e-07,
" .map(entry -> \"\\u2022 \" + entry.getDisplayValue() + \" (\" + entry.getRank() + \")\")\n": 1.5756343897961916e-06,
" Collectors.toCollection(LinkedHashSet::new)))));\n": 2.1485923497220796e-07,
" matcher -> new Dependency(\n": 2.1485923497220796e-07,
" throw new UnsupportedOperationException(Unsupported": 3.636079361068135e-07,
" Collectors.mapping(\n": 2.1485923497220796e-07,
" ex.printStackTrace();\n": 3.636079361068135e-07,
" matcher -> matcher.group(\"module\"),\n": 2.1485923497220796e-07,
" preparedStatement.close();\n": 3.636079361068135e-07,
" preparedStatement.executeUpdate();\n": 3.636079361068135e-07,
" }\n": 3.636079361068135e-07,
" } else {\n": 3.636079361068135e-07,
" .collect(Collectors.groupingBy(\n": 2.1485923497220796e-07,
" .filter(Matcher::matches)\n": 2.1485923497220796e-07,
" .map(line -> DEPENDENCY_COPY_ITEM_PATTERN.matcher(line))\n": 2.1485923497220796e-07,
" }\n": 3.636079361068135e-07,
" } catch (SQLException ex) {\n": 3.636079361068135e-07,
" if (newVotes.length === 0) break;\n": 5.252114632653972e-07,
" page++;\n": 5.252114632653972e-07,
" resultsSize += newVotes.length;\n": 5.252114632653972e-07,
" votes = votes.concat(newVotes);\n": 5.252114632653972e-07,
" | Value Contains Null: ": 1.1817257923471438e-06,
" | Value Type: ": 1.1817257923471438e-06,
" }\n": 3.636079361068135e-07,
" return votes;\n": 5.252114632653972e-07,
" } while (page < maxPage);\n": 5.252114632653972e-07,
" && !key) {\n key = true;\n if (currentKey != null && currentValue != null) {\n cookieStore.add(currentKey.toString(), currentValue.toString());\n }\n currentKey = null;\n currentValue = null;\n } else if (key) {\n if (currentKey != null) currentKey.append(character);\n else currentKey = new StringBuilder().append(character);\n } else {\n if (currentValue != null) currentValue.append(character);\n else currentValue = new StringBuilder().append(character);\n }\n }\n if (currentKey != null && currentValue != null) {\n cookieStore.add(currentKey.toString(), currentValue.toString());\n }\n });\n }\n });": 7.878171948980958e-07,
" + ag.getEndereco() + n;": 1.1817257923471438e-06,
" + ag.getNome() + ": 1.1817257923471438e-06,
" + conta.getAgencia().getNumAgencia() + ": 7.878171948980958e-07,
" + conta.getNumConta() + ": 1.1817257923471438e-06,
" + conta.getSaldo() + ": 7.878171948980958e-07,
" + conta.getTipoDeConta() + ": 7.878171948980958e-07,
" + e.getStackTrace())": 7.878171948980958e-07,
" + response.getBody().length() + rn, StandardCharsets.UTF_8);\nwrite(rn, StandardCharsets.UTF_8);\nwrite(response.getBody(), StandardCharsets.UTF_8);\nflush();\nclose();": 6.75271881341225e-07,
" + url.toString();\n }\n}\n": 1.5756343897961916e-06,
" 4;\n }\n\n public Response respond(String userInput) {\n List<Map<String, String>> fullPrompt = getFullPrompt(userInput);\n return openAIModel.generate(fullPrompt);\n }\n\n public void addGoal(String goal) {\n goals.add(goal);\n }\n\n public String getName() {\n return name;\n }\n\n public String getDescription() {\n return description;\n }\n\n public List<String> getGoals() {\n return goals;\n }\n}\n": 1.5756343897961916e-06,
") : item;\n if (seen.has(key)) {\n field.report(messages.array.distinct, \"array.distinct\", field, options);\n return;\n }\n seen.add(key);\n }\n": 1.5756343897961916e-06,
"))\n })\n }\n": 2.3634515846942875e-06,
")) }\n : { success: true, value: result }\n }": 2.3634515846942875e-06,
");": 4.975687546724815e-06,
")}\n headers.append(\"Set-Cookie\", cookieHeader)\n })\n }": 1.1817257923471438e-06,
")}\n headers.set(\"Set-Cookie\", cookieHeader)\n })\n }\n": 1.1817257923471438e-06,
")}\n headers.set(Set-Cookie, cookieHeader)\n })\n }\n": 1.1817257923471438e-06,
")}\n }": 2.3634515846942875e-06,
")} }": 1.5756343897961916e-06,
")} };\n": 9.453806338777151e-07,
")} };\n}\n": 1.5756343897961916e-06,
"7 + event.getMessage()));": 1.3610499108789354e-06,
"8\u2192": 1.3610499108789354e-06,
"9Particle": 2.3634515846942875e-06,
":wq": 1.6731736615454797e-06,
"=": 2.626057316326986e-07,
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"Conta:": 1.6675463958676361e-06,
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"a + player.getName() + ": 1.3610499108789354e-06,
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"apt": 2.757360182143335e-06,
"awk": 2.297456427006489e-06,
"base64": 8.440898516765312e-08,
"bash": 8.679791871013388e-08,
"break": 3.849491077815793e-06,
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"double": 4.609444164169885e-05,
"e + distance + m": 6.805249554394677e-07,
"echo": 0.24787408132331754,
"ed": 1.0832486429848817e-06,
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"head": 7.414905803744433e-05,
"hexdump": 4.459342612630731e-08,
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"i": 1.1479621982800826e-06,
"int": 4.323319623932007e-06,
"java": 7.878171948980958e-07,
"linha": 1.0988271387769339e-05,
"ls": 0.009346892369496068,
"mkdir": 0.0001938821400078831,
"mv": 6.938324672566562e-05,
"n": 2.238989708525513e-05,
"nano": 0.00010135158204102967,
"newQuery": 2.3634515846942875e-06,
"nextPrefix": 1.1817257923471438e-06,
"nodo1": 1.1817257923471438e-06,
"nodo2": 1.1817257923471438e-06,
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"owner": 3.70274081602105e-06,
"printf": 0.0006508597001769322,
"pwd": 3.560388046691845e-05,
"python": 5.337205303524393e-06,
"r)": 1.5756343897961916e-06,
"rT": 2.3634515846942875e-06,
"readlink": 8.516942647546982e-08,
"return": 3.914261596348163e-05,
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"sed": 5.614607807661492e-05,
"set": 1.6873781392314991e-06,
"setup": 9.453806338777151e-07,
"sleep": 4.7269031693885753e-07,
"solution.txt": 6.75271881341225e-07,
"sort": 6.583193673325983e-06,
"strace": 4.258471323773491e-08,
"student": 8.032645908764899e-07,
"tail": 0.00012615629733020718,
"task_complete": 0.0018277358921635824,
"task_complete:": 0.00024028424444391924,
"task_completen": 7.090354754082863e-06,
"tee": 0.0001006543088358318,
"this.leaderboardversion": 7.878171948980958e-07,
"throw": 3.352413595311046e-08,
"touch": 2.5255204712848962e-05,
"tr": 3.7317656600436116e-07,
"true": 0.0002292548037153459,
"updated": 1.1817257923471438e-06,
"var": 2.7805312761109265e-07,
"vi": 1.4180709508165727e-06,
"vim": 7.383407195541618e-06,
"wget": 3.121020998985475e-07,
"which": 7.649265130200632e-06,
"write_solution": 0.7000092339178839,
"write_solution.sh": 7.336287105929358e-07,
"xargs": 0.00020422834240321232,
"xxd": 2.4878437733624077e-07,
"y": 4.726903169388575e-06,
"yyyy": 7.878171948980958e-07,
"\u00daltimo": 7.878171948980958e-07
},
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"errors": {
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"types": {
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}
},
"environment": {
"trajectories": 1,
"types": {
"TmuxSessionEndedError": 1
}
},
"verifier": {
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"types": {}
},
"other": {
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"types": {}
}
}
},
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"graded": 107360,
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"turns": {
"n": 107359,
"mean": 2.6162874095325033,
"median": 2,
"p90": 2,
"p95": 4,
"max": 433
},
"input_tokens": {
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"mean": 11270.863020333647,
"median": 3865,
"p90": 7488,
"p95": 9877,
"max": 6431947
},
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},
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},
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"max": 2.214630126953125
},
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"model_call": {
"n": 284844,
"mean": 2.6475805339975143,
"median": 2.2995083332061768,
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"max": 149.47315096855164
},
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"agent": {
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"max": 2464.816905
},
"verifier": {
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"max": 117.897129
},
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}
},
"tools": {
"bash_command": {
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"failed": null,
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},
"mark_task_complete": {
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"failed": null,
"failure_rate": null
}
},
"tool_steps": 252089,
"tool_steps_without_output": 0,
"tool_steps_with_error_text": 7146,
"tool_steps_with_error_text_rate": 0.028347131370270024,
"terminations": {
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"task_complete": 107272,
"task_timeout": 84
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"command_distribution": {
" DELETE": 7.291978094897803e-07,
" matcher.group(\"artifactId\"),\n": 4.3088961469850656e-07,
" matcher.group(\"classifier\"),\n": 4.3088961469850656e-07,
" matcher.group(\"groupId\"),\n": 4.3088961469850656e-07,
" matcher.group(\"type\")),\n": 4.3088961469850656e-07,
" matcher.group(\"version\"),\n": 4.3088961469850656e-07,
" .collect(Collectors.joining(\"\\n\"));": 1.5799285872278573e-06,
" .collect(Collectors.joining(\"\\n\"));\n": 1.5799285872278573e-06,
" .map(entry -> \"\\u2022 \" + entry.getDisplayValue() + \" (\" + entry.getRank() + \")\")\n": 3.1598571744557146e-06,
" Collectors.toCollection(LinkedHashSet::new)))));\n": 4.3088961469850656e-07,
" matcher -> new Dependency(\n": 4.3088961469850656e-07,
" throw new UnsupportedOperationException(Unsupported": 7.291978094897803e-07,
" Collectors.mapping(\n": 4.3088961469850656e-07,
" ex.printStackTrace();\n": 7.291978094897803e-07,
" matcher -> matcher.group(\"module\"),\n": 4.3088961469850656e-07,
" preparedStatement.close();\n": 7.291978094897803e-07,
" preparedStatement.executeUpdate();\n": 7.291978094897803e-07,
" }\n": 7.291978094897803e-07,
" } else {\n": 7.291978094897803e-07,
" .collect(Collectors.groupingBy(\n": 4.3088961469850656e-07,
" .filter(Matcher::matches)\n": 4.3088961469850656e-07,
" .map(line -> DEPENDENCY_COPY_ITEM_PATTERN.matcher(line))\n": 4.3088961469850656e-07,
" }\n": 7.291978094897803e-07,
" } catch (SQLException ex) {\n": 7.291978094897803e-07,
" if (newVotes.length === 0) break;\n": 1.0532857248185714e-06,
" page++;\n": 1.0532857248185714e-06,
" resultsSize += newVotes.length;\n": 1.0532857248185714e-06,
" votes = votes.concat(newVotes);\n": 1.0532857248185714e-06,
" }\n": 7.291978094897803e-07,
" return votes;\n": 1.0532857248185714e-06,
" } while (page < maxPage);\n": 1.0532857248185714e-06,
" && !key) {\n key = true;\n if (currentKey != null && currentValue != null) {\n cookieStore.add(currentKey.toString(), currentValue.toString());\n }\n currentKey = null;\n currentValue = null;\n } else if (key) {\n if (currentKey != null) currentKey.append(character);\n else currentKey = new StringBuilder().append(character);\n } else {\n if (currentValue != null) currentValue.append(character);\n else currentValue = new StringBuilder().append(character);\n }\n }\n if (currentKey != null && currentValue != null) {\n cookieStore.add(currentKey.toString(), currentValue.toString());\n }\n });\n }\n });": 1.5799285872278573e-06,
" + ag.getEndereco() + n;": 2.369892880841786e-06,
" + ag.getNome() + ": 2.369892880841786e-06,
" + conta.getAgencia().getNumAgencia() + ": 1.5799285872278573e-06,
" + conta.getNumConta() + ": 2.369892880841786e-06,
" + conta.getSaldo() + ": 1.5799285872278573e-06,
" + conta.getTipoDeConta() + ": 1.5799285872278573e-06,
" + e.getStackTrace())": 1.5799285872278573e-06,
" + response.getBody().length() + rn, StandardCharsets.UTF_8);\nwrite(rn, StandardCharsets.UTF_8);\nwrite(response.getBody(), StandardCharsets.UTF_8);\nflush();\nclose();": 1.3542245033381632e-06,
" + url.toString();\n }\n}\n": 3.1598571744557146e-06,
" 4;\n }\n\n public Response respond(String userInput) {\n List<Map<String, String>> fullPrompt = getFullPrompt(userInput);\n return openAIModel.generate(fullPrompt);\n }\n\n public void addGoal(String goal) {\n goals.add(goal);\n }\n\n public String getName() {\n return name;\n }\n\n public String getDescription() {\n return description;\n }\n\n public List<String> getGoals() {\n return goals;\n }\n}\n": 3.1598571744557146e-06,
") : item;\n if (seen.has(key)) {\n field.report(messages.array.distinct, \"array.distinct\", field, options);\n return;\n }\n seen.add(key);\n }\n": 3.1598571744557146e-06,
"))\n })\n }\n": 4.739785761683572e-06,
")) }\n : { success: true, value: result }\n }": 4.739785761683572e-06,
");": 4.989248170193233e-07,
")}\n headers.append(\"Set-Cookie\", cookieHeader)\n })\n }": 2.369892880841786e-06,
")}\n headers.set(\"Set-Cookie\", cookieHeader)\n })\n }\n": 2.369892880841786e-06,
")}\n headers.set(Set-Cookie, cookieHeader)\n })\n }\n": 2.369892880841786e-06,
")}\n }": 4.739785761683572e-06,
")} }": 3.1598571744557146e-06,
")} };\n": 1.8959143046734288e-06,
")} };\n}\n": 3.1598571744557146e-06,
"7 + event.getMessage()));": 2.7295185694946742e-06,
"8\u2192": 2.7295185694946742e-06,
":wq": 1.3542245033381632e-06,
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