unsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL

Observed from session logs: unsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL

run Qwen-AgentWorld-35B-A3B-UD-Q4_K_XL · requested model default · generated 2026-11-13T07:42:10+00:00 · 78 challenges

33passed

45failed

0error

80.0%avg tests

293.23 / 744.00final score

39.4%of max

3.4Mcontext tokens

43.3kavg tokens/task

11compactions

Status Termination

passed

AD100-ALG-02

Dijkstra shortest paths

2/2 drivers

100.0%

3.00

8408

43.6s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight3
Tagsgraphs, dijkstra, priority-queue
Exit code0
Timed outFalse
Context tokens8,408
LLM calls5
Tool calls6
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed

AD100-ALG-03

JSON parser from scratch

43/43

100.0%

3.00

18.1k

75.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagepython
Difficultyeasy
Weight3
Tagsparsing, recursive-descent, unicode
Exit code0
Timed outFalse
Context tokens18,124
LLM calls27
Tool calls28
Compactions0

passed

AD100-ALG-16

RFC-4180 CSV parser from scratch

6/6

100.0%

3.5

3.50

27.8k

145.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagepython
Difficultyeasy
Weight3.5
Tagsparsing, csv, purity
Exit code0
Timed outFalse
Context tokens27,837
LLM calls7
Tool calls6
Compactions0

passed

AD100-ALG-19

S-expression reader/writer

4/4

100.0%

3.5

3.50

19.1k

89.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagepython
Difficultyeasy
Weight3.5
Tagsparsing, s-expression, recursion-limit
Exit code0
Timed outFalse
Context tokens19,127
LLM calls15
Tool calls14
Compactions0

passed

AD100-ALG-20

word ladder shortest chain

4/4

100.0%

3.00

16.0k

83.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagepython
Difficultyeasy
Weight3
Tagsgraph, bfs, lexicographic
Exit code0
Timed outFalse
Context tokens16,024
LLM calls10
Tool calls10
Compactions0

passed

AD100-ALG-22

strongly connected components (Tarjan)

3/3 drivers

100.0%

3.00

15.5k

79.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight3
Tagsgraph, scc, tarjan
Exit code0
Timed outFalse
Context tokens15,542
LLM calls11
Tool calls11
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed

AD100-ALG-23

segment tree: point update + range sum

3/3 drivers

100.0%

3.00

12.7k

67.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight3
Tagsdata-structure, segment-tree
Exit code0
Timed outFalse
Context tokens12,717
LLM calls6
Tool calls7
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed

AD100-ALG-26

sparse table RMQ

4/4 drivers

100.0%

3.00

9461

34.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight3
Tagsdata-structure, rmq, sparse-table
Exit code0
Timed outFalse
Context tokens9,461
LLM calls10
Tool calls13
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed

AD100-ALG-27

convex hull (monotone chain)

4/4 drivers

100.0%

3.00

18.6k

97.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight3
Tagsgeometry, convex-hull
Exit code0
Timed outFalse
Context tokens18,615
LLM calls8
Tool calls8
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed

AD100-ALG-28

min-cost max-flow

3/3 drivers

100.0%

3.00

18.0k

89.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight3
Tagsflow, min-cost-flow, optimization
Exit code0
Timed outFalse
Context tokens18,007
LLM calls11
Tool calls12
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed

AD100-ALG-29

glob matcher (*, ?, classes)

4/5

80.0%

70.0%

4.20

21.8k

111.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagepython
Difficultyeasy
Weight6
Tagspattern-matching, backtracking
Exit code0
Timed outFalse
Context tokens21,837
LLM calls12
Tool calls11
Compactions0

Failed tests

test_question_and_classes

passed

AD100-ALG-30

matrix-chain multiplication

5/5

100.0%

3.00

13.0k

65.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagepython
Difficultyeasy
Weight3
Tagsdp, parenthesization
Exit code0
Timed outFalse
Context tokens12,990
LLM calls10
Tool calls9
Compactions0

failed

AD100-ALG-31

Huffman coding round-trip

4/6

66.7%

50.0%

1.50

24.8k

115.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagepython
Difficultyeasy
Weight3
Tagshuffman, compression, round-trip
Exit code0
Timed outFalse
Context tokens24,768
LLM calls11
Tool calls10
Compactions0

Failed tests

test_edge_cases
test_property_random_roundtrip_and_cost

passed

AD100-ALG-33

big-decimal arithmetic (strings)

4/4 drivers

100.0%

3.5

3.50

22.2k

113.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight3.5
Tagsbignum, arithmetic, strings
Exit code0
Timed outFalse
Context tokens22,173
LLM calls13
Tool calls16
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed

AD100-ALG-34

treap: k-th order statistics

2/4 drivers

50.0%

55.0%

4.5

2.48

28.3k

129.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight4.5
Tagstreap, order-statistics, balanced-bst
Exit code0
Timed outFalse
Context tokens28,302
LLM calls15
Tool calls17
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_property
test_scale

passed

AD100-ALG-35

persistent segment tree (versions + k-th)

4/4 drivers

100.0%

3.00

22.2k

103.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaralgorithmic
Languagecpp
Difficultyeasy
Weight3
Tagspersistent-segment-tree, functional-data-structure, versions
Exit code0
Timed outFalse
Context tokens22,231
LLM calls9
Tool calls11
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed

AD100-DBG-11

API contract: exception + aliasing

16/16

100.0%

3.00

13.3k

69.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyeasy
Weight3
Tagsapi-contract, exception-type, aliasing, defensive-copy
Exit code0
Timed outFalse
Context tokens13,321
LLM calls5
Tool calls4
Compactions0

failed

AD100-DBG-12

int overflow in size arithmetic

3/4 drivers

75.0%

40.0%

3.5

1.40

8518

43.6s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagecpp
Difficultyeasy
Weight3.5
Tagsinteger-overflow, size-arithmetic, validation
Exit code0
Timed outFalse
Context tokens8,518
LLM calls10
Tool calls12
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_bugs

failed

AD100-DBG-13

size_t underflow on singleton/empty

1/4 drivers

25.0%

0.0%

7.5

0.00

7844

28.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagecpp
Difficultymedium
Weight7.5
Tagssize-t, underflow, empty-singleton
Exit code0
Timed outFalse
Context tokens7,844
LLM calls7
Tool calls7
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_bugs
test_bugs_public
test_regression

passed

AD100-DBG-15

hash-order nondeterminism

12/12

100.0%

3.00

4427

25.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyeasy
Weight3
Tagshash-order, determinism, nondeterminism, sorting
Exit code0
Timed outFalse
Context tokens4,427
LLM calls7
Tool calls7
Compactions0

passed

AD100-DBG-17

wrong exception type on error path

4/4 drivers

100.0%

4.5

4.50

21.1k

105.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagecpp
Difficultyeasy
Weight4.5
Tagsexception-contract, parsing, error-path
Exit code0
Timed outFalse
Context tokens21,059
LLM calls8
Tool calls11
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed

AD100-DBG-19

multiple interacting bug classes

19/19

100.0%

3.00

22.2k

113.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyeasy
Weight3
Tagsmulti-bug, mutable-default, off-by-one, exception-contract, aliasing
Exit code0
Timed outFalse
Context tokens22,161
LLM calls6
Tool calls5
Compactions0

passed

AD100-DBG-20

path traversal + expression injection

50/50

100.0%

3.00

20.2k

101.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyeasy
Weight3
Tagssecurity, path-traversal, injection, input-validation
Exit code0
Timed outFalse
Context tokens20,196
LLM calls6
Tool calls5
Compactions0

passed

AD100-DBG-21

unseeded RNG / wall-clock dependence

19/19

100.0%

3.00

7888

41.6s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyeasy
Weight3
Tagsdeterminism, rng, wall-clock, reproducibility
Exit code0
Timed outFalse
Context tokens7,888
LLM calls9
Tool calls8
Compactions0

passed

AD100-DBG-23

erase-while-iterating + related bugs

4/4 drivers

100.0%

3.00

10.7k

55.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagecpp
Difficultyeasy
Weight3
Tagserase-while-iterating, vector, iterator, off-by-one
Exit code0
Timed outFalse
Context tokens10,724
LLM calls9
Tool calls10
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed

AD100-DBG-26

snapshot restore service

15/24

62.5%

35.0%

15.5

5.42

38.3k

152.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyhard
Weight15.5
Tagssecurity-review, cve-derived, filesystem, symlinks, transactional
Exit code0
Timed outFalse
Context tokens38,348
LLM calls43
Tool calls42
Compactions0

Failed tests

test_security_existing_links[1]
test_security_existing_links[2]
test_security_existing_links[5]
test_security_link_target_resolution[False]
test_security_link_target_resolution[True]
test_security_root_prefix
test_security_parent_after_symlink[bridge/../secret]
test_security_parent_after_symlink[/r/bridge/../secret]
test_security_file_overwrite_through_link

failed

AD100-DBG-27

verified block ingestion

43/44

97.7%

65.0%

6.50

38.3k

175.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyhard
Weight10
Tagssecurity-review, cve-derived, integrity, streaming, short-reads
Exit code0
Timed outFalse
Context tokens38,340
LLM calls36
Tool calls42
Compactions0

Failed tests

test_regression_independent_empty_block

passed

AD100-DBG-28

indexed document reader

26/26

100.0%

3.00

67.6k

334.0s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyeasy
Weight3
Tagssecurity-review, cve-derived, parser, progress, random-access
Exit code0
Timed outFalse
Context tokens67,613
LLM calls44
Tool calls51
Compactions0

failed

AD100-DBG-31

stylesheet inspection pipeline

26/33

78.8%

35.0%

22.5

7.87

41.2k

186.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyexpert
Weight22.5
Tagssecurity-review, cve-derived, tokenizer, escaping, parser-differential
Exit code0
Timed outFalse
Context tokens41,163
LLM calls24
Tool calls23
Compactions0

Failed tests

test_security_even_backslashes_terminate[2]
test_security_even_backslashes_terminate[4]
test_security_even_backslashes_terminate[6]
test_security_even_backslashes_terminate[8]
test_security_hidden_declaration_not_consumed[2]
test_security_hidden_declaration_not_consumed[4]
test_security_hidden_declaration_not_consumed[6]

failed

AD100-DBG-33

multipart metadata processing

17/19

89.5%

35.0%

4.55

44.3k

207.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultymedium
Weight13
Tagssecurity-review, cve-derived, regex, complexity, multipart
Exit code0
Timed outFalse
Context tokens44,288
LLM calls54
Tool calls53
Compactions0

Failed tests

test_security_long_unassigned_parameter
test_security_large_malformed_then_valid

failed

AD100-DBG-34

URL text and form gateway

24/29

82.8%

35.0%

2.10

47.6k

235.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultymedium
Weight6
Tagssecurity-review, cve-derived, percent-encoding, utf8, complexity
Exit code0
Timed outFalse
Context tokens47,618
LLM calls43
Tool calls42
Compactions0

Failed tests

test_security_no_cascading[%2541x%41%zz-%41xA%zz]
test_security_no_cascading[%252Bx%2B-%2Bx+]
test_security_no_cascading[%25C3%25A9x%C3%A9-%C3%A9x\xe9]
test_security_many_distinct_runs
test_security_form_boundaries

failed

AD100-DBG-35

schema identifier registry

17/24

70.8%

0.0%

10.5

0.00

44.1k

209.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultymedium
Weight10.5
Tagssecurity-review, cve-derived, asn1, canonicalization, integer-bounds
Exit code0
Timed outFalse
Context tokens44,068
LLM calls56
Tool calls55
Compactions0

Failed tests

test_regression_random_reference
test_regression_malformed_wire[\x80\x00]
test_regression_malformed_wire[\x81]
test_security_first_subidentifier_multibyte[2.48-8100]
test_security_first_subidentifier_multibyte[2.100-8134]
test_security_first_subidentifier_multibyte[2.999.3-883703]
test_security_first_subidentifier_multibyte[2.4294967215-8fffffff7f]

failed

AD100-DBG-36

Walk or drive to the car wash

0/1

0.0%

0.00

3064

12.6s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyeasy
Weight4
Tagsreasoning, deliverable, file-io, single-word-answer
Exit code0
Timed outFalse
Context tokens3,064
LLM calls5
Tool calls4
Compactions0

Failed tests

test_answer_is_drive

passed

AD100-DBG-37

Which is larger, 9.11 or 9.9?

1/1

100.0%

3.00

3378

21.6s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillardebugging
Languagepython
Difficultyeasy
Weight3
Tagsreasoning, numeric-literals, deliverable, file-io
Exit code0
Timed outFalse
Context tokens3,378
LLM calls6
Tool calls5
Compactions0

passed

AD100-OPT-17

quicksort worst-case pivot

2/2 drivers

100.0%

3.00

18.3k

76.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillaroptimization
Languagecpp
Difficultyeasy
Weight3
Tagscomplexity, quicksort, pivot, worst-case
Exit code0
Timed outFalse
Context tokens18,335
LLM calls11
Tool calls12
Compactions0

Tests

C++ test drivers (executed stages only): correctness: passed; performance: passed.

passed

AD100-PRJ-01

taskcli: TSV task manager

20/20

100.0%

3.5

3.50

21.7k

101.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyeasy
Weight3.5
Tagscli, persistence, exit-codes, json-store
Exit code0
Timed outFalse
Context tokens21,679
LLM calls61
Tool calls60
Compactions0

failed

AD100-PRJ-02

INI config library

2/3 drivers

66.7%

75.0%

2.25

22.3k

118.2s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyeasy
Weight3
Tagsparsing, ini, api-design, exceptions
Exit code0
Timed outFalse
Context tokens22,295
LLM calls6
Tool calls7
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_errors

failed

AD100-PRJ-08

Markdown→HTML subset

25/26

96.2%

70.0%

15.40

32.4k

166.3s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyhard
Weight22
Tagsmarkdown, parser, html, escaping
Exit code0
Timed outFalse
Context tokens32,377
LLM calls38
Tool calls37
Compactions0

Failed tests

test_unmatched_markers_stay_literal

passed

AD100-PRJ-09

KV store: TTL + LRU + snapshot

23/23

100.0%

4.5

4.50

34.6k

155.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyeasy
Weight4.5
Tagskv-store, ttl, lru, persistence
Exit code0
Timed outFalse
Context tokens34,562
LLM calls57
Tool calls56
Compactions0

passed

AD100-PRJ-10

cron next-fire calculator

21/21

100.0%

3.5

3.50

37.1k

152.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyeasy
Weight3.5
Tagscron, schedules, calendar, parsing
Exit code0
Timed outFalse
Context tokens37,100
LLM calls44
Tool calls43
Compactions0

passed

AD100-PRJ-11

access-log analyzer (stats + filters)

16/16

100.0%

3.5

3.50

27.8k

145.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyeasy
Weight3.5
Tagslogs, parsing, aggregation, cli
Exit code0
Timed outFalse
Context tokens27,830
LLM calls33
Tool calls32
Compactions0

failed

AD100-PRJ-12

HTTP/1.1 message parser

2/3 drivers

66.7%

70.0%

3.50

56.2k

290.0s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyeasy
Weight5
Tagshttp, parser, chunked, protocol
Exit code0
Timed outFalse
Context tokens56,201
LLM calls15
Tool calls16
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_edge

failed

AD100-PRJ-13

mustache-lite template engine

1/3 drivers

33.3%

35.0%

6.5

2.27

60.2k

277.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultymedium
Weight6.5
Tagstemplates, mustache, html-escaping, recursion
Exit code0
Timed outFalse
Context tokens60,189
LLM calls30
Tool calls31
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_edge
test_sections

failed

AD100-PRJ-14

mini scripting language interpreter

18/21

85.7%

0.0%

10.5

0.00

50.8k

235.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultymedium
Weight10.5
Tagsinterpreter, lexer, parser, tree-walker, cli
Exit code0
Timed outFalse
Context tokens50,755
LLM calls158
Tool calls157
Compactions0

Failed tests

test_list_mutation
test_syntax_errors
test_lists

passed

AD100-PRJ-15

mini pytest (discovery, fixtures, report)

18/18

100.0%

4.5

4.50

30.2k

129.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyeasy
Weight4.5
Tagstest-runner, discovery, fixtures, reporting
Exit code0
Timed outFalse
Context tokens30,206
LLM calls36
Tool calls35
Compactions0

failed

AD100-PRJ-16

Game of Life engine (seeded, census)

8/11

72.7%

70.0%

3.5

2.45

25.8k

131.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyeasy
Weight3.5
Tagsgame-of-life, simulation, prng, cycle-detection
Exit code0
Timed outFalse
Context tokens25,785
LLM calls21
Tool calls20
Compactions0

Failed tests

test_wrap_rule
test_step_rule_blinker
test_step_rule_block_still_life

failed

AD100-PRJ-17

LZ77+RLE codec with checksum

1/4 drivers

25.0%

4.5

1.12

45.5k

208.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyeasy
Weight4.5
Tagscompression, lz77, rle, checksum, codec
Exit code0
Timed outFalse
Context tokens45,478
LLM calls19
Tool calls18
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_decode
test_errors
test_roundtrip

passed

AD100-PRJ-18

discrete-event simulator (deterministic)

4/4 drivers

100.0%

3.5

3.50

36.9k

179.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyeasy
Weight3.5
Tagssimulation, event-queue, deterministic-ordering
Exit code0
Timed outFalse
Context tokens36,850
LLM calls29
Tool calls30
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed

AD100-PRJ-19

C++ mini test framework

3/4 drivers

75.0%

80.0%

3.5

2.80

42.0k

203.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyeasy
Weight3.5
Tagstest-framework, macros, registry, fixtures
Exit code0
Timed outFalse
Context tokens42,029
LLM calls25
Tool calls24
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_fixtures

failed

AD100-PRJ-20

SQL subset engine (DDL/DML/SELECT/JOIN)

0/4 drivers

0.0%

15.5

0.00

217.4k

792.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyhard
Weight15.5
Tagssql, parser, join, query-engine
Exit code0
Timed outFalse
Context tokens217,405
LLM calls90
Tool calls89
Compactions2

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_ddl_dml
test_errors
test_join
test_select

failed

AD100-PRJ-21

Indexed archive utility

0/8 drivers

0.0%

0.00

206.0k

684.4s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyexpert
Weight30
Tagsmini-project, idea-1, zip, indexed-access, posix-metadata
Exit code0
Timed outFalse
Context tokens206,003
LLM calls126
Tool calls125
Compactions2

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_core
test_core_metadata
test_core_selection
test_errors
test_errors_integrity
test_errors_structure
test_resources
test_resources_indexed

failed

AD100-PRJ-22

Silence-aware MP3 splitter

15/18

83.3%

0.0%

11.5

0.00

44.8k

215.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultymedium
Weight11.5
Tagsmini-project, idea-2
Exit code0
Timed outFalse
Context tokens44,817
LLM calls11
Tool calls10
Compactions0

Failed tests

test_core_emit_frame_aligned_slices
test_errors_input_types
test_resources_many_small_tracks_emit

failed

AD100-PRJ-23

FAT32/VFAT filesystem recovery

10/24

41.7%

0.0%

0.00

201.8k

681.5s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyexpert
Weight30
Tagsmini-project, idea-3, fat32, vfat, reverse-engineering
Exit code0
Timed outFalse
Context tokens201,755
LLM calls122
Tool calls120
Compactions2

Failed tests

test_core_root_and_lfn_across_fragmented_clusters
test_core_unicode_short_escape_and_full_lfn_parts
test_errors_geometry[fat16]
test_errors_geometry[small]
test_errors_geometry[fat-capacity]
test_errors_geometry[active]
test_errors_geometry[fsinfo]
test_errors_geometry[truncated]
test_errors_chain_markers_and_file_size
test_errors_cycles_and_cross_links
test_errors_lfn_records
test_errors_namespace_and_depth_limits
test_errors_mirror_disagreement_and_invalid_alias
test_resources_many_files_standalone_and_memory

failed

AD100-PRJ-24

Image similarity and grouping

16/17

94.1%

80.0%

4.00

27.3k

137.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyeasy
Weight5
Tagsmini-project, idea-4
Exit code0
Timed outFalse
Context tokens27,324
LLM calls8
Tool calls7
Compactions0

Failed tests

test_errors_group_validation

failed

AD100-PRJ-25

Binary delta generator and applier

2/3 drivers

66.7%

80.0%

6.5

5.20

38.6k

195.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyeasy
Weight6.5
Tagsmini-project, idea-5
Exit code0
Timed outFalse
Context tokens38,599
LLM calls14
Tool calls13
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_resources

failed

AD100-PRJ-26

Incremental build tool

36/40

90.0%

0.0%

0.00

35.9k

163.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyhard
Weight10
Tagsmini-project, idea-6
Exit code0
Timed outFalse
Context tokens35,938
LLM calls13
Tool calls12
Compactions0

Failed tests

test_core_deep_chain_plan
test_errors_digest_requires_bytes
test_errors_files_missing_path
test_resources_deep_chain_plan_and_execute

failed

AD100-PRJ-27

ELF executable inspector

45/79

57.0%

0.0%

0.00

67.1k

193.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyhard
Weight21
Tagsmini-project, idea-7, elf64, binary-recovery, stdlib
Exit code0
Timed outFalse
Context tokens67,072
LLM calls57
Tool calls56
Compactions0

Failed tests

test_core_no_tables
test_errors_type_header_bounds[sections]
test_errors_type_header_bounds[symbols]
test_errors_type_header_bounds[relocations]
test_errors_type_header_bounds[segments]
test_errors_sections[payload]
test_errors_sections[name-type]
test_errors_sections[name-range]
test_errors_sections[name-end]
test_errors_sections[name-start]
test_errors_symbols[stride]
test_errors_symbols[remainder]
test_errors_symbols[info]
test_errors_symbols[name-range]
test_errors_symbols[section-range]
test_errors_symbols[string-end]
test_errors_symbols[string-start]
test_errors_relocations[stride]
test_errors_relocations[remainder]
test_errors_relocations[link-range]
test_errors_relocations[link-type]
test_errors_relocations[target]
test_errors_relocations[symbol-range]
test_errors_relocations[linked-stride]
test_errors_relocations[linked-string]
test_errors_segments
test_errors_review_boundaries[null-as-load]
test_errors_review_boundaries[null-as-note]
test_errors_review_boundaries[empty-name-nonzero]
test_errors_review_boundaries[empty-name-bounds]
test_errors_review_boundaries[no-table-nonzero-symbol]
test_errors_review_boundaries[no-table-bad-link]
test_errors_review_boundaries[no-table-wrong-type]
test_resources_untrusted_sizes

failed

AD100-PRJ-28

Dependency-aware package resolver

26/29

89.7%

20.0%

1.80

24.5k

129.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyhard
Weight9
Tagsmini-project, idea-8
Exit code0
Timed outFalse
Context tokens24,465
LLM calls11
Tool calls10
Compactions0

Failed tests

test_core_differential_against_brute_force
test_core_conflict_with_constraint
test_errors_requests_structure

failed

AD100-PRJ-29

RAW Bayer development pipeline

2/3 drivers

66.7%

40.0%

2.80

36.4k

159.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyeasy
Weight7
Tagsmini-project, idea-9
Exit code0
Timed outFalse
Context tokens36,390
LLM calls24
Tool calls23
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_core

passed

AD100-PRJ-30

Image registration (translation)

3/3 drivers

100.0%

3.5

3.50

25.2k

112.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyeasy
Weight3.5
Tagsmini-project, idea-10
Exit code0
Timed outFalse
Context tokens25,177
LLM calls11
Tool calls10
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed

AD100-PRJ-31

Score language to WAV synthesizer

11/12

91.7%

80.0%

22.40

25.7k

114.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyexpert
Weight28
Tagsmini-project, idea-11
Exit code0
Timed outFalse
Context tokens25,654
LLM calls8
Tool calls7
Compactions0

Failed tests

test_errors_input_type

passed

AD100-PRJ-32

Fixed-timestep 2D physics sandbox

12/12

100.0%

9.5

9.50

33.6k

134.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyhard
Weight9.5
Tagsmini-project, idea-12
Exit code0
Timed outFalse
Context tokens33,558
LLM calls11
Tool calls13
Compactions0

failed

AD100-PRJ-33

Columnar data compressor

1/3 drivers

33.3%

20.0%

6.00

40.8k

201.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyexpert
Weight30
Tagsmini-project, idea-13
Exit code0
Timed outFalse
Context tokens40,781
LLM calls15
Tool calls14
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_core
test_errors

failed

AD100-PRJ-34

DTMF decoder

11/13

84.6%

40.0%

18.5

7.40

32.8k

167.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyhard
Weight18.5
Tagsmini-project, idea-14
Exit code0
Timed outFalse
Context tokens32,776
LLM calls11
Tool calls13
Compactions0

Failed tests

test_core_quiet_tone_still_found
test_core_gap_bridging

failed

AD100-PRJ-35

Mobile-robot path planner

11/12

91.7%

40.0%

9.5

3.80

21.2k

111.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultymedium
Weight9.5
Tagsmini-project, idea-15
Exit code0
Timed outFalse
Context tokens21,203
LLM calls7
Tool calls6
Compactions0

Failed tests

test_core_tie_break_deterministic

failed

AD100-PRJ-36

Two-link robot-arm controller

13/14

92.9%

80.0%

18.40

36.3k

157.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyexpert
Weight23
Tagsmini-project, idea-16
Exit code0
Timed outFalse
Context tokens36,263
LLM calls37
Tool calls40
Compactions0

Failed tests

test_errors_configs

failed

AD100-PRJ-37

Fiducial-marker detector

2/3 drivers

66.7%

80.0%

12.5

10.00

52.3k

255.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultymedium
Weight12.5
Tagsmini-project, idea-17
Exit code0
Timed outFalse
Context tokens52,273
LLM calls22
Tool calls21
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_errors

failed

AD100-PRJ-38

Multi-object tracker

10/11

90.9%

40.0%

15.5

6.20

25.3k

131.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyhard
Weight15.5
Tagsmini-project, idea-18
Exit code0
Timed outFalse
Context tokens25,293
LLM calls10
Tool calls9
Compactions0

Failed tests

test_core_crossing_identity_swap

failed

AD100-PRJ-39

Parametric audio equalizer

1/3 drivers

33.3%

20.0%

5.60

30.8k

152.5s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyexpert
Weight28
Tagsmini-project, idea-19
Exit code0
Timed outFalse
Context tokens30,830
LLM calls17
Tool calls16
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_core
test_errors

failed

AD100-PRJ-40

Barcode scanner (EAN-13)

—

0.0%

0.00

116.0k

422.1s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyexpert
Weight24
Tagsmini-project, idea-20
Exit code0
Timed outFalse
Context tokens116,018
LLM calls29
Tool calls28
Compactions1

Tests

C++ test drivers: results unavailable or incomplete.

failed

AD100-PRJ-41

JSONL chat-log to Markdown converter

20/32

62.5%

0.0%

0.00

308.7k

896.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyexpert
Weight30
Tagsmini-project, idea-21
Exit code0
Timed outFalse
Context tokens308,707
LLM calls236
Tool calls235
Compactions3

Failed tests

test_core_unterminated_fence_runs_to_end
test_core_tool_result_and_empty_text
test_core_message_default_text
test_core_one_shot_iterator_input
test_errors_unknown_type
test_errors_missing_role
test_errors_empty_role
test_errors_tool_call_fields
test_errors_tool_result_call
test_errors_text_type
test_errors_non_string_line
test_resources_many_records

failed

AD100-PRJ-42

RFC 3986 URL utility

51/129

39.5%

0.0%

0.00

168.6k

648.4s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyexpert
Weight30
Tagsmini-project, idea-22, rfc3986, native-oracle
Exit code0
Timed outFalse
Context tokens168,551
LLM calls80
Tool calls79
Compactions1

Failed tests

test_core_rfc3986_resolution[g-http://a/b/c/g]
test_core_rfc3986_resolution[./g-http://a/b/c/g]
test_core_rfc3986_resolution[g/-http://a/b/c/g/]
test_core_rfc3986_resolution[?y-http://a/b/c/d;p?y]
test_core_rfc3986_resolution[#s-http://a/b/c/d;p?q#s]
test_core_rfc3986_resolution[g?y-http://a/b/c/g?y]
test_core_rfc3986_resolution[g#s-http://a/b/c/g#s]
test_core_rfc3986_resolution[g?y#s-http://a/b/c/g?y#s]
test_core_rfc3986_resolution[;x-http://a/b/c/;x]
test_core_rfc3986_resolution[g;x-http://a/b/c/g;x]
test_core_rfc3986_resolution[g;x?y#s-http://a/b/c/g;x?y#s]
test_core_rfc3986_resolution[-http://a/b/c/d;p?q]
test_core_rfc3986_resolution[./-http://a/b/c/]
test_core_rfc3986_resolution[..-http://a/b/]
test_core_rfc3986_resolution[../-http://a/b/]
test_core_rfc3986_resolution[../g-http://a/b/g]
test_core_rfc3986_resolution[../..-http://a/]
test_core_rfc3986_resolution[../../-http://a/]
test_core_rfc3986_resolution[../../g-http://a/g]
test_core_rfc3986_resolution[g.-http://a/b/c/g.]
test_core_rfc3986_resolution[.g-http://a/b/c/.g]
test_core_rfc3986_resolution[g..-http://a/b/c/g..]
test_core_rfc3986_resolution[..g-http://a/b/c/..g]
test_core_rfc3986_resolution[./../g-http://a/b/g]
test_core_rfc3986_resolution[./g/.-http://a/b/c/g/]
test_core_rfc3986_resolution[g/./h-http://a/b/c/g/h]
test_core_rfc3986_resolution[g/../h-http://a/b/c/h]
test_core_rfc3986_resolution[g;x=1/./y-http://a/b/c/g;x=1/y]
test_core_rfc3986_resolution[g;x=1/../y-http://a/b/c/y]
test_core_rfc3986_resolution[g?y/./x-http://a/b/c/g?y/./x]
test_core_rfc3986_resolution[g?y/../x-http://a/b/c/g?y/../x]
test_core_rfc3986_resolution[g#s/./x-http://a/b/c/g#s/./x]
test_core_rfc3986_resolution[g#s/../x-http://a/b/c/g#s/../x]
test_core_decode_replacement
test_core_set_query_empty_and_bare
test_core_normalize_literals[WSS://U%73er@%45XAMPLE:00443/a//b/%2E/../c?%2f=%41#%7e-wss://User@example/a//b/c?%2F=A#~]
test_core_normalize_literals[http://H%2fX:00081/?#-http://h%2Fx:81/?#]
test_core_empty_authority_userinfo_and_scheme
test_core_decode_maximal_subparts[caf\xe9%2B+-caf\xe9++]
test_core_query_delimiters_and_types
test_errors_malformed_url[http://h/a\\b]
test_errors_malformed_url[http://h/<x>]
test_errors_malformed_url[http://h/[x]]
test_errors_malformed_url[http://h:65536/]
test_errors_malformed_url[http://h:\u0661/]
test_errors_malformed_url[http://[1:2:3]/]
test_errors_malformed_url[http://[1::2::3]/]
test_errors_malformed_url[http://[12345::]/]
test_errors_malformed_url[http://[::1]tail/]
test_errors_malformed_url[http://::1/]
test_errors_malformed_url[http://[v1.a]/]
test_errors_malformed_url[http://[fe80::1%25eth0]/]
test_errors_malformed_url[http://ex\xe4mple/]
test_errors_malformed_url[http://%C3%A9/]
test_errors_malformed_url[http://u@v@h/]
test_errors_malformed_url[http://h/\ud800]
test_errors_malformed_url[http://h/a\xa0b]
test_errors_malformed_url[1http:x]
test_errors_malformed_url[x]
test_errors_malformed_url[//h/x]
test_errors_api_types_and_escapes[parse-args3-kwargs3]
test_errors_api_types_and_escapes[parse-args4-kwargs4]
test_errors_api_types_and_escapes[normalize-args5-kwargs5]
test_errors_api_types_and_escapes[encode-args10-kwargs10]
test_errors_api_types_and_escapes[encode-args11-kwargs11]
test_errors_api_types_and_escapes[get_query-args17-kwargs17]
test_errors_api_types_and_escapes[get_query-args18-kwargs18]
test_errors_api_types_and_escapes[set_query-args21-kwargs21]
test_errors_api_types_and_escapes[set_query-args22-kwargs22]
test_errors_api_types_and_escapes[set_query-args23-kwargs23]
test_errors_api_types_and_escapes[set_query-args24-kwargs24]
test_errors_api_types_and_escapes[set_query-args25-kwargs25]
test_errors_api_types_and_escapes[set_query-args26-kwargs26]
test_errors_all_input_length_limits
test_resources_parse_normalize_100000
test_resources_encode_decode_100000
test_resources_query_100000
test_resources_long_zero_port

passed

AD100-PRJ-43

Nonlinear least-squares solver

3/3 drivers

100.0%

7.5

7.50

35.3k

177.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultymedium
Weight7.5
Tagsmini-project, idea-23
Exit code0
Timed outFalse
Context tokens35,270
LLM calls15
Tool calls14
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed

AD100-PRJ-44

IBAN and credit-card validator

9/9

100.0%

6.00

29.9k

153.8s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyeasy
Weight6
Tagsmini-project, idea-24
Exit code0
Timed outFalse
Context tokens29,914
LLM calls9
Tool calls10
Compactions0

failed

AD100-PRJ-45

Arbitrary-precision integer arithmetic

2/3 drivers

66.7%

40.0%

14.5

5.80

63.5k

285.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyhard
Weight14.5
Tagsmini-project, idea-25
Exit code0
Timed outFalse
Context tokens63,465
LLM calls43
Tool calls42
Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

test_core

failed

AD100-PRJ-47

Recover a hidden phrase from an executable

3/6

50.0%

20.0%

5.5

1.10

73.7k

191.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultymedium
Weight5.5
Tagsmini-project, idea-27
Exit code0
Timed outFalse
Context tokens73,658
LLM calls62
Tool calls61
Compactions0

Failed tests

test_core_exact_phrase
test_core_exact_length
test_resources_standalone_bytes

failed

AD100-PRJ-48

Black-box image transformation utility clone

—

0.0%

0.00

55.7k

281.9s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagecpp
Difficultyexpert
Weight30
Tagsmini-project, idea-28
Exit code0
Timed outFalse
Context tokens55,726
LLM calls86
Tool calls85
Compactions0

Tests

C++ test drivers: results unavailable or incomplete.

failed

AD100-PRJ-49

Closed-loop differential-drive line follower

19/21

90.5%

40.0%

13.5

5.40

21.2k

111.7s

SUBMITTED

Challenge

Observed modelsunsloth/Qwen-AgentWorld-35B-A3B-GGUF:UD-Q4_K_XL
Pillarproject
Languagepython
Difficultyhard
Weight13.5
Tagsmini-project, idea-29
Exit code0
Timed outFalse
Context tokens21,224
LLM calls9
Tool calls8
Compactions0

Failed tests

test_core_hidden_track_completion_and_recovery[2]
test_core_hidden_track_completion_and_recovery[7]