openbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M

Observed from session logs: openbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M

run MiniCPM-V-4.7-35B-A3B-Q4 · requested model default · generated 2026-11-13T07:42:05+00:00 · 78 challenges

28passed
50failed
0error
71.7%avg tests
203.45 / 744.00final score
27.4%of max
1.6Mcontext tokens
20.5kavg tokens/task
0compactions
passed
AD100-ALG-02
Dijkstra shortest paths
2/2 drivers
100.0%
100.0%
3
3.00
5082
28.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsgraphs, dijkstra, priority-queue
  • Exit code0
  • Timed outFalse
  • Context tokens5,082
  • LLM calls7
  • Tool calls8
  • Compactions0

Tests

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

passed
AD100-ALG-03
JSON parser from scratch
43/43
100.0%
100.0%
3
3.00
18.2k
86.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagsparsing, recursive-descent, unicode
  • Exit code0
  • Timed outFalse
  • Context tokens18,228
  • LLM calls33
  • Tool calls32
  • Compactions0
failed
AD100-ALG-16
RFC-4180 CSV parser from scratch
5/6
83.3%
70.0%
3.5
2.45
11.6k
56.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagsparsing, csv, purity
  • Exit code0
  • Timed outFalse
  • Context tokens11,551
  • LLM calls21
  • Tool calls20
  • Compactions0

Failed tests

  • test_error_contract
passed
AD100-ALG-19
S-expression reader/writer
4/4
100.0%
100.0%
3.5
3.50
33.3k
166.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagsparsing, s-expression, recursion-limit
  • Exit code0
  • Timed outFalse
  • Context tokens33,313
  • LLM calls52
  • Tool calls51
  • Compactions0
failed
AD100-ALG-20
word ladder shortest chain
2/4
50.0%
50.0%
3
1.50
12.2k
66.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagepython
  • Difficultymedium
  • Weight3
  • Tagsgraph, bfs, lexicographic
  • Exit code0
  • Timed outFalse
  • Context tokens12,204
  • LLM calls27
  • Tool calls26
  • Compactions0

Failed tests

  • test_edge_cases
  • test_property_random_small
passed
AD100-ALG-22
strongly connected components (Tarjan)
3/3 drivers
100.0%
100.0%
3
3.00
11.0k
68.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsgraph, scc, tarjan
  • Exit code0
  • Timed outFalse
  • Context tokens10,970
  • LLM calls20
  • Tool calls19
  • 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%
100.0%
3
3.00
4362
28.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsdata-structure, segment-tree
  • Exit code0
  • Timed outFalse
  • Context tokens4,362
  • LLM calls8
  • Tool calls7
  • Compactions0

Tests

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

passed
AD100-ALG-26
sparse table RMQ
4/4 drivers
100.0%
100.0%
3
3.00
4084
12.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsdata-structure, rmq, sparse-table
  • Exit code0
  • Timed outFalse
  • Context tokens4,084
  • LLM calls8
  • Tool calls7
  • Compactions0

Tests

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

passed
AD100-ALG-27
convex hull (monotone chain)
4/4 drivers
100.0%
100.0%
3
3.00
6192
23.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyhard
  • Weight3
  • Tagsgeometry, convex-hull
  • Exit code0
  • Timed outFalse
  • Context tokens6,192
  • LLM calls13
  • Tool calls12
  • Compactions0

Tests

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

passed
AD100-ALG-28
min-cost max-flow
3/3 drivers
100.0%
100.0%
3
3.00
6912
40.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyhard
  • Weight3
  • Tagsflow, min-cost-flow, optimization
  • Exit code0
  • Timed outFalse
  • Context tokens6,912
  • LLM calls12
  • Tool calls11
  • Compactions0

Tests

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

failed
AD100-ALG-29
glob matcher (*, ?, classes)
4/5
80.0%
70.0%
6
4.20
13.5k
51.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagepython
  • Difficultyhard
  • Weight6
  • Tagspattern-matching, backtracking
  • Exit code0
  • Timed outFalse
  • Context tokens13,487
  • LLM calls25
  • Tool calls24
  • Compactions0

Failed tests

  • test_question_and_classes
passed
AD100-ALG-30
matrix-chain multiplication
5/5
100.0%
100.0%
3
3.00
5720
19.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagsdp, parenthesization
  • Exit code0
  • Timed outFalse
  • Context tokens5,720
  • LLM calls12
  • Tool calls11
  • Compactions0
passed
AD100-ALG-31
Huffman coding round-trip
6/6
100.0%
100.0%
3
3.00
6380
19.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagshuffman, compression, round-trip
  • Exit code0
  • Timed outFalse
  • Context tokens6,380
  • LLM calls13
  • Tool calls12
  • Compactions0
passed
AD100-ALG-33
big-decimal arithmetic (strings)
4/4 drivers
100.0%
100.0%
3.5
3.50
23.4k
81.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyhard
  • Weight3.5
  • Tagsbignum, arithmetic, strings
  • Exit code0
  • Timed outFalse
  • Context tokens23,416
  • LLM calls36
  • Tool calls36
  • Compactions0

Tests

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

passed
AD100-ALG-34
treap: k-th order statistics
4/4 drivers
100.0%
100.0%
4.5
4.50
17.3k
69.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyhard
  • Weight4.5
  • Tagstreap, order-statistics, balanced-bst
  • Exit code0
  • Timed outFalse
  • Context tokens17,326
  • LLM calls20
  • Tool calls19
  • Compactions0

Tests

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

passed
AD100-ALG-35
persistent segment tree (versions + k-th)
4/4 drivers
100.0%
100.0%
3
3.00
5989
17.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyexpert
  • Weight3
  • Tagspersistent-segment-tree, functional-data-structure, versions
  • Exit code0
  • Timed outFalse
  • Context tokens5,989
  • LLM calls8
  • Tool calls7
  • Compactions0

Tests

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

passed
AD100-DBG-11
API contract: exception + aliasing
16/16
100.0%
100.0%
3
3.00
5051
12.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight3
  • Tagsapi-contract, exception-type, aliasing, defensive-copy
  • Exit code0
  • Timed outFalse
  • Context tokens5,051
  • LLM calls11
  • Tool calls10
  • Compactions0
passed
AD100-DBG-12
int overflow in size arithmetic
4/4 drivers
100.0%
100.0%
3.5
3.50
5420
13.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagecpp
  • Difficultymedium
  • Weight3.5
  • Tagsinteger-overflow, size-arithmetic, validation
  • Exit code0
  • Timed outFalse
  • Context tokens5,420
  • LLM calls12
  • Tool calls12
  • Compactions0

Tests

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

failed
AD100-DBG-13
size_t underflow on singleton/empty
1/4 drivers
25.0%
0.0%
7.5
0.00
5066
28.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagecpp
  • Difficultymedium
  • Weight7.5
  • Tagssize-t, underflow, empty-singleton
  • Exit code0
  • Timed outFalse
  • Context tokens5,066
  • LLM calls13
  • Tool calls12
  • 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%
100.0%
3
3.00
3705
8.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight3
  • Tagshash-order, determinism, nondeterminism, sorting
  • Exit code0
  • Timed outFalse
  • Context tokens3,705
  • LLM calls8
  • Tool calls7
  • Compactions0
failed
AD100-DBG-17
wrong exception type on error path
3/4 drivers
75.0%
40.0%
4.5
1.80
5270
14.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagecpp
  • Difficultymedium
  • Weight4.5
  • Tagsexception-contract, parsing, error-path
  • Exit code0
  • Timed outFalse
  • Context tokens5,270
  • LLM calls13
  • Tool calls13
  • Compactions0

Tests

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

Failed tests

  • test_bugs
failed
AD100-DBG-19
multiple interacting bug classes
13/19
68.4%
0.0%
3
0.00
4268
10.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagsmulti-bug, mutable-default, off-by-one, exception-contract, aliasing
  • Exit code0
  • Timed outFalse
  • Context tokens4,268
  • LLM calls11
  • Tool calls10
  • Compactions0

Failed tests

  • test_many_interleaved_batch_calls
  • test_explicit_out_is_appended_and_returned
  • test_batch_results_are_copies
  • test_batches_do_not_leak_between_calls
  • test_last_batch_is_kept
  • test_batch_typical_usage
passed
AD100-DBG-20
path traversal + expression injection
50/50
100.0%
100.0%
3
3.00
9498
44.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagssecurity, path-traversal, injection, input-validation
  • Exit code0
  • Timed outFalse
  • Context tokens9,498
  • LLM calls17
  • Tool calls16
  • Compactions0
passed
AD100-DBG-21
unseeded RNG / wall-clock dependence
19/19
100.0%
100.0%
3
3.00
4508
13.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagsdeterminism, rng, wall-clock, reproducibility
  • Exit code0
  • Timed outFalse
  • Context tokens4,508
  • LLM calls7
  • Tool calls6
  • Compactions0
failed
AD100-DBG-23
erase-while-iterating + related bugs
0/4 drivers
0.0%
0.0%
3
0.00
4506
10.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagecpp
  • Difficultyhard
  • Weight3
  • Tagserase-while-iterating, vector, iterator, off-by-one
  • Exit code0
  • Timed outFalse
  • Context tokens4,506
  • LLM calls11
  • Tool calls10
  • Compactions0

Tests

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

Failed tests

  • test_bugs
  • test_bugs_public
  • test_listops
  • test_regression
failed
AD100-DBG-26
snapshot restore service
12/24
50.0%
0.0%
15.5
0.00
27.9k
119.3s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight15.5
  • Tagssecurity-review, cve-derived, filesystem, symlinks, transactional
  • Exit code0
  • Timed outFalse
  • Context tokens27,915
  • LLM calls96
  • Tool calls95
  • Compactions0

Failed tests

  • test_regression_invalid_names[a/../b]
  • test_regression_invalid_names[a//b]
  • test_regression_invalid_names[a/./b]
  • 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
31/44
70.5%
0.0%
10
0.00
23.5k
107.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight10
  • Tagssecurity-review, cve-derived, integrity, streaming, short-reads
  • Exit code0
  • Timed outFalse
  • Context tokens23,500
  • LLM calls81
  • Tool calls80
  • Compactions0

Failed tests

  • test_regression_independent_empty_block
  • test_regression_reader_stays_failed
  • test_regression_sizes[1-0]
  • test_regression_sizes[7-0]
  • test_regression_sizes[4096-0]
  • test_security_truncated_stream_never_commits[16]
  • test_security_truncated_stream_never_commits[17]
  • test_security_truncated_stream_never_commits[19]
  • test_security_truncated_stream_never_commits[21]
  • test_security_empty_authenticated[tag]
  • test_security_empty_authenticated[missing]
  • test_security_empty_authenticated[key]
  • test_security_batch_rollback
passed
AD100-DBG-28
indexed document reader
26/26
100.0%
100.0%
3
3.00
21.5k
87.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagssecurity-review, cve-derived, parser, progress, random-access
  • Exit code0
  • Timed outFalse
  • Context tokens21,515
  • LLM calls69
  • Tool calls68
  • Compactions0
failed
AD100-DBG-31
stylesheet inspection pipeline
26/33
78.8%
35.0%
22.5
7.87
24.5k
104.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight22.5
  • Tagssecurity-review, cve-derived, tokenizer, escaping, parser-differential
  • Exit code0
  • Timed outFalse
  • Context tokens24,487
  • LLM calls65
  • Tool calls65
  • 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%
13
4.55
27.3k
122.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight13
  • Tagssecurity-review, cve-derived, regex, complexity, multipart
  • Exit code0
  • Timed outFalse
  • Context tokens27,329
  • LLM calls78
  • Tool calls78
  • 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%
6
2.10
23.4k
95.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight6
  • Tagssecurity-review, cve-derived, percent-encoding, utf8, complexity
  • Exit code0
  • Timed outFalse
  • Context tokens23,394
  • LLM calls93
  • Tool calls92
  • 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
9/24
37.5%
0.0%
10.5
0.00
22.7k
106.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight10.5
  • Tagssecurity-review, cve-derived, asn1, canonicalization, integer-bounds
  • Exit code0
  • Timed outFalse
  • Context tokens22,735
  • LLM calls105
  • Tool calls104
  • Compactions0

Failed tests

  • test_regression_random_reference
  • test_regression_malformed_wire[\x80\x00]
  • test_regression_malformed_wire[\x81]
  • test_regression_import_atomic_export_remove
  • test_security_invalid_arcs[0.40]
  • test_security_invalid_arcs[0.42.840.113549.1.1.1]
  • test_security_invalid_arcs[1.40.1]
  • test_security_invalid_arcs[3.2.840]
  • test_security_invalid_arcs[4294977127.18.840.113549.1.1.1]
  • test_security_invalid_arcs[2.4294967216]
  • test_security_no_registry_alias_from_invalid_text
  • 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%
0.0%
4
0.00
2530
10.9s
PI_EXIT

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight4
  • Tagsreasoning, deliverable, file-io, single-word-answer
  • Exit code0
  • Timed outFalse
  • Context tokens2,530
  • LLM calls3
  • Tool calls2
  • Compactions0

Failed tests

  • test_answer_is_drive
passed
AD100-DBG-37
Which is larger, 9.11 or 9.9?
1/1
100.0%
100.0%
3
3.00
2715
19.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight3
  • Tagsreasoning, numeric-literals, deliverable, file-io
  • Exit code0
  • Timed outFalse
  • Context tokens2,715
  • LLM calls5
  • Tool calls4
  • Compactions0
passed
AD100-OPT-17
quicksort worst-case pivot
2/2 drivers
100.0%
100.0%
3
3.00
6956
47.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillaroptimization
  • Languagecpp
  • Difficultyhard
  • Weight3
  • Tagscomplexity, quicksort, pivot, worst-case
  • Exit code0
  • Timed outFalse
  • Context tokens6,956
  • LLM calls15
  • Tool calls14
  • Compactions0

Tests

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

passed
AD100-PRJ-01
taskcli: TSV task manager
20/20
100.0%
100.0%
3.5
3.50
10.4k
43.0s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagscli, persistence, exit-codes, json-store
  • Exit code0
  • Timed outFalse
  • Context tokens10,411
  • LLM calls44
  • Tool calls46
  • Compactions0
passed
AD100-PRJ-02
INI config library
3/3 drivers
100.0%
100.0%
3
3.00
14.0k
55.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsparsing, ini, api-design, exceptions
  • Exit code0
  • Timed outFalse
  • Context tokens13,951
  • LLM calls27
  • Tool calls26
  • Compactions0

Tests

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

failed
AD100-PRJ-08
Markdown→HTML subset
23/26
88.5%
70.0%
22
15.40
42.5k
460.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight22
  • Tagsmarkdown, parser, html, escaping
  • Exit code0
  • Timed outFalse
  • Context tokens42,517
  • LLM calls55
  • Tool calls57
  • Compactions0

Failed tests

  • test_unclosed_fence_runs_to_eof
  • test_unmatched_markers_stay_literal
  • test_asterisks_inside_code_span_untouched
failed
AD100-PRJ-09
KV store: TTL + LRU + snapshot
19/23
82.6%
25.0%
4.5
1.12
17.9k
98.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight4.5
  • Tagskv-store, ttl, lru, persistence
  • Exit code0
  • Timed outFalse
  • Context tokens17,898
  • LLM calls59
  • Tool calls61
  • Compactions0

Failed tests

  • test_refresh_uses_current_stamp_then_increments
  • test_corrupt_store
  • test_corrupt_beats_command_but_not_usage
  • test_capacity_evicts_least_recently_used
passed
AD100-PRJ-10
cron next-fire calculator
21/21
100.0%
100.0%
3.5
3.50
12.6k
57.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagscron, schedules, calendar, parsing
  • Exit code0
  • Timed outFalse
  • Context tokens12,581
  • LLM calls56
  • Tool calls55
  • Compactions0
failed
AD100-PRJ-11
access-log analyzer (stats + filters)
10/16
62.5%
0.0%
3.5
0.00
21.1k
93.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagslogs, parsing, aggregation, cli
  • Exit code0
  • Timed outFalse
  • Context tokens21,081
  • LLM calls40
  • Tool calls42
  • Compactions0

Failed tests

  • test_top_paths_default_order
  • test_top_ips
  • test_top_n_limits_output
  • test_top_more_than_ten_paths_default_limit
  • test_query_strings_are_distinct_paths
  • test_usage_errors
failed
AD100-PRJ-12
HTTP/1.1 message parser
0/3 drivers
0.0%
0.0%
5
0.00
34.0k
214.5s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight5
  • Tagshttp, parser, chunked, protocol
  • Exit code0
  • Timed outFalse
  • Context tokens34,037
  • LLM calls57
  • Tool calls56
  • Compactions0

Tests

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

Failed tests

  • test_basic
  • test_edge
  • test_errors
failed
AD100-PRJ-13
mustache-lite template engine
1/3 drivers
33.3%
35.0%
6.5
2.27
35.7k
211.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight6.5
  • Tagstemplates, mustache, html-escaping, recursion
  • Exit code0
  • Timed outFalse
  • Context tokens35,703
  • LLM calls55
  • Tool calls56
  • Compactions0

Tests

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

Failed tests

  • test_edge
  • test_sections
failed
AD100-PRJ-14
mini scripting language interpreter
11/21
52.4%
0.0%
10.5
0.00
35.9k
161.8s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight10.5
  • Tagsinterpreter, lexer, parser, tree-walker, cli
  • Exit code0
  • Timed outFalse
  • Context tokens35,911
  • LLM calls85
  • Tool calls84
  • Compactions0

Failed tests

  • test_while_loops
  • test_nested_while
  • test_scoping
  • test_list_mutation
  • test_syntax_errors
  • test_runtime_errors
  • test_call_depth
  • test_partial_output_kept
  • test_division_semantics
  • test_variables
failed
AD100-PRJ-15
mini pytest (discovery, fixtures, report)
16/18
88.9%
60.0%
4.5
2.70
14.9k
73.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight4.5
  • Tagstest-runner, discovery, fixtures, reporting
  • Exit code0
  • Timed outFalse
  • Context tokens14,907
  • LLM calls49
  • Tool calls48
  • Compactions0

Failed tests

  • test_fixture_raises_is_error
  • test_fixture_assertion_is_error_not_fail
passed
AD100-PRJ-16
Game of Life engine (seeded, census)
11/11
100.0%
100.0%
3.5
3.50
8193
39.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight3.5
  • Tagsgame-of-life, simulation, prng, cycle-detection
  • Exit code0
  • Timed outFalse
  • Context tokens8,193
  • LLM calls18
  • Tool calls19
  • Compactions0
failed
AD100-PRJ-17
LZ77+RLE codec with checksum
1/4 drivers
25.0%
25.0%
4.5
1.12
17.4k
60.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight4.5
  • Tagscompression, lz77, rle, checksum, codec
  • Exit code0
  • Timed outFalse
  • Context tokens17,438
  • LLM calls20
  • Tool calls19
  • Compactions0

Tests

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

Failed tests

  • test_decode
  • test_errors
  • test_roundtrip
failed
AD100-PRJ-18
discrete-event simulator (deterministic)
2/4 drivers
50.0%
40.0%
3.5
1.40
33.3k
151.8s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight3.5
  • Tagssimulation, event-queue, deterministic-ordering
  • Exit code0
  • Timed outFalse
  • Context tokens33,307
  • LLM calls50
  • Tool calls49
  • Compactions0

Tests

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

Failed tests

  • test_control
  • test_ordering
failed
AD100-PRJ-19
C++ mini test framework
3/4 drivers
75.0%
70.0%
3.5
2.45
13.1k
48.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight3.5
  • Tagstest-framework, macros, registry, fixtures
  • Exit code0
  • Timed outFalse
  • Context tokens13,136
  • LLM calls28
  • Tool calls27
  • Compactions0

Tests

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

Failed tests

  • test_failures
failed
AD100-PRJ-20
SQL subset engine (DDL/DML/SELECT/JOIN)
0/4 drivers
0.0%
0.0%
15.5
0.00
76.4k
484.8s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight15.5
  • Tagssql, parser, join, query-engine
  • Exit code0
  • Timed outFalse
  • Context tokens76,418
  • LLM calls52
  • Tool calls51
  • Compactions0

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
—
—
0.0%
30
0.00
71.5k
413.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight30
  • Tagsmini-project, idea-1, zip, indexed-access, posix-metadata
  • Exit code0
  • Timed outFalse
  • Context tokens71,472
  • LLM calls116
  • Tool calls114
  • Compactions0

Tests

C++ test drivers: results unavailable or incomplete.

failed
AD100-PRJ-22
Silence-aware MP3 splitter
14/18
77.8%
20.0%
11.5
2.30
25.8k
108.2s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight11.5
  • Tagsmini-project, idea-2
  • Exit code0
  • Timed outFalse
  • Context tokens25,803
  • LLM calls36
  • Tool calls35
  • Compactions0

Failed tests

  • test_core_mixed_bitrate_padding_and_modes
  • test_core_plan_min_track_merges_and_leading_trailing_silence
  • test_errors_input_types
  • test_errors_reserved_and_invalid_headers
failed
AD100-PRJ-23
FAT32/VFAT filesystem recovery
3/24
12.5%
0.0%
30
0.00
61.8k
362.1s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight30
  • Tagsmini-project, idea-3, fat32, vfat, reverse-engineering
  • Exit code0
  • Timed outFalse
  • Context tokens61,811
  • LLM calls94
  • Tool calls93
  • Compactions0

Failed tests

  • test_core_independent_trees[41]
  • test_core_independent_trees[1337]
  • test_core_independent_trees[2027]
  • test_core_root_and_lfn_across_fragmented_clusters
  • test_core_unicode_short_escape_and_full_lfn_parts
  • test_core_deep_directory_tree
  • test_core_reserved_high_bits_and_inactive_fat
  • test_core_fsinfo_hints_and_primary_boot_authority
  • 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_large_fragmented_file
  • test_resources_many_files_standalone_and_memory
failed
AD100-PRJ-24
Image similarity and grouping
16/17
94.1%
80.0%
5
4.00
16.2k
48.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight5
  • Tagsmini-project, idea-4
  • Exit code0
  • Timed outFalse
  • Context tokens16,169
  • LLM calls17
  • Tool calls16
  • Compactions0

Failed tests

  • test_errors_group_validation
failed
AD100-PRJ-25
Binary delta generator and applier
2/3 drivers
66.7%
40.0%
6.5
2.60
32.3k
131.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight6.5
  • Tagsmini-project, idea-5
  • Exit code0
  • Timed outFalse
  • Context tokens32,294
  • LLM calls45
  • Tool calls44
  • Compactions0

Tests

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

Failed tests

  • test_core
failed
AD100-PRJ-26
Incremental build tool
34/40
85.0%
0.0%
10
0.00
25.6k
101.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight10
  • Tagsmini-project, idea-6
  • Exit code0
  • Timed outFalse
  • Context tokens25,564
  • LLM calls36
  • Tool calls35
  • Compactions0

Failed tests

  • test_core_deep_chain_plan
  • test_errors_unknown_dependency
  • test_errors_empty_spec
  • test_errors_digest_requires_bytes
  • test_errors_files_missing_path
  • test_resources_deep_chain_plan_and_execute
failed
AD100-PRJ-27
ELF executable inspector
28/79
35.4%
0.0%
21
0.00
38.3k
136.5s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight21
  • Tagsmini-project, idea-7, elf64, binary-recovery, stdlib
  • Exit code0
  • Timed outFalse
  • Context tokens38,322
  • LLM calls57
  • Tool calls56
  • Compactions0

Failed tests

  • test_core_reports[multiple-symbols]
  • test_core_reports[rel-relocations]
  • test_core_reports[buffers-sections]
  • test_core_reports[buffers-symbols]
  • test_core_reports[buffers-relocations]
  • test_core_reports[buffers-segments]
  • test_core_review_valid_inputs[sections-null-program]
  • test_core_review_valid_inputs[sections-empty-symbol-names]
  • test_core_review_valid_inputs[sections-symbol-free-relocations]
  • test_core_review_valid_inputs[symbols-null-program]
  • test_core_review_valid_inputs[symbols-empty-symbol-names]
  • test_core_review_valid_inputs[symbols-symbol-free-relocations]
  • test_core_review_valid_inputs[relocations-null-program]
  • test_core_review_valid_inputs[relocations-empty-symbol-names]
  • test_core_review_valid_inputs[relocations-symbol-free-relocations]
  • 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[link-range]
  • test_errors_symbols[link-type]
  • 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-bad-type]
  • 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%
9
1.80
29.4k
106.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight9
  • Tagsmini-project, idea-8
  • Exit code0
  • Timed outFalse
  • Context tokens29,447
  • LLM calls46
  • Tool calls45
  • Compactions0

Failed tests

  • test_core_differential_against_brute_force
  • test_errors_catalog_structure
  • test_errors_requests_structure
failed
AD100-PRJ-29
RAW Bayer development pipeline
2/3 drivers
66.7%
40.0%
7
2.80
13.9k
55.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight7
  • Tagsmini-project, idea-9
  • Exit code0
  • Timed outFalse
  • Context tokens13,923
  • LLM calls17
  • Tool calls16
  • 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%
100.0%
3.5
3.50
14.6k
44.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight3.5
  • Tagsmini-project, idea-10
  • Exit code0
  • Timed outFalse
  • Context tokens14,613
  • LLM calls24
  • Tool calls23
  • Compactions0

Tests

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

failed
AD100-PRJ-31
Score language to WAV synthesizer
—
—
0.0%
28
0.00
28.5k
104.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight28
  • Tagsmini-project, idea-11
  • Exit code0
  • Timed outFalse
  • Context tokens28,461
  • LLM calls47
  • Tool calls46
  • Compactions0
failed
AD100-PRJ-32
Fixed-timestep 2D physics sandbox
8/12
66.7%
0.0%
9.5
0.00
12.1k
30.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight9.5
  • Tagsmini-project, idea-12
  • Exit code0
  • Timed outFalse
  • Context tokens12,104
  • LLM calls13
  • Tool calls12
  • Compactions0

Failed tests

  • test_core_bounds_reflection
  • test_errors_numeric_ranges
  • test_errors_steps_and_bounds
  • test_resources_many_bodies
failed
AD100-PRJ-33
Columnar data compressor
0/3 drivers
0.0%
0.0%
30
0.00
37.5k
187.8s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-13
  • Exit code0
  • Timed outFalse
  • Context tokens37,540
  • LLM calls62
  • Tool calls61
  • Compactions0

Tests

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

Failed tests

  • test_core
  • test_errors
  • test_resources
failed
AD100-PRJ-34
DTMF decoder
—
—
0.0%
18.5
0.00
10.8k
1202.2s
DEADLINE

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight18.5
  • Tagsmini-project, idea-14
  • Exit code0
  • Timed outFalse
  • Context tokens10,773
  • LLM calls11
  • Tool calls11
  • Compactions0
passed
AD100-PRJ-35
Mobile-robot path planner
12/12
100.0%
100.0%
9.5
9.50
8328
26.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight9.5
  • Tagsmini-project, idea-15
  • Exit code0
  • Timed outFalse
  • Context tokens8,328
  • LLM calls18
  • Tool calls17
  • Compactions0
failed
AD100-PRJ-36
Two-link robot-arm controller
12/14
85.7%
80.0%
23
18.40
10.4k
32.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight23
  • Tagsmini-project, idea-16
  • Exit code0
  • Timed outFalse
  • Context tokens10,365
  • LLM calls12
  • Tool calls11
  • Compactions0

Failed tests

  • test_errors_configs
  • test_errors_ik
failed
AD100-PRJ-37
Fiducial-marker detector
0/3 drivers
0.0%
0.0%
12.5
0.00
45.2k
221.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight12.5
  • Tagsmini-project, idea-17
  • Exit code0
  • Timed outFalse
  • Context tokens45,250
  • LLM calls54
  • Tool calls53
  • Compactions0

Tests

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

Failed tests

  • test_core
  • test_errors
  • test_resources
failed
AD100-PRJ-38
Multi-object tracker
10/11
90.9%
80.0%
15.5
12.40
20.5k
72.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight15.5
  • Tagsmini-project, idea-18
  • Exit code0
  • Timed outFalse
  • Context tokens20,528
  • LLM calls29
  • Tool calls28
  • Compactions0

Failed tests

  • test_errors_params
failed
AD100-PRJ-39
Parametric audio equalizer
0/3 drivers
0.0%
0.0%
28
0.00
28.7k
114.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight28
  • Tagsmini-project, idea-19
  • Exit code0
  • Timed outFalse
  • Context tokens28,688
  • LLM calls41
  • Tool calls40
  • Compactions0

Tests

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

Failed tests

  • test_core
  • test_errors
  • test_resources
failed
AD100-PRJ-40
Barcode scanner (EAN-13)
—
—
0.0%
24
0.00
53.4k
217.9s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight24
  • Tagsmini-project, idea-20
  • Exit code0
  • Timed outFalse
  • Context tokens53,361
  • LLM calls49
  • Tool calls48
  • Compactions0

Tests

C++ test drivers: results unavailable or incomplete.

failed
AD100-PRJ-41
JSONL chat-log to Markdown converter
13/32
40.6%
0.0%
30
0.00
40.3k
84.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight30
  • Tagsmini-project, idea-21
  • Exit code0
  • Timed outFalse
  • Context tokens40,332
  • LLM calls41
  • Tool calls40
  • Compactions0

Failed tests

  • test_core_width_none_keeps_spacing
  • test_core_long_word_not_split
  • test_core_width_one
  • test_core_fence_with_language_and_wrap_around
  • test_core_unterminated_fence_runs_to_end
  • test_core_tool_result_and_empty_text
  • test_core_message_default_text
  • test_core_note_empty_text_is_prefix_only
  • test_core_multiple_blocks_and_internal_blank_lines
  • test_core_wrapping_matches_reference_on_fuzz
  • test_errors_non_object_record
  • 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_large_single_paragraph_wrap_is_linear
failed
AD100-PRJ-42
RFC 3986 URL utility
68/129
52.7%
0.0%
30
0.00
36.3k
141.8s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight30
  • Tagsmini-project, idea-22, rfc3986, native-oracle
  • Exit code0
  • Timed outFalse
  • Context tokens36,269
  • LLM calls53
  • Tool calls56
  • Compactions0

Failed tests

  • test_core_rfc3986_resolution[/g-http://a/g]
  • test_core_rfc3986_resolution[//g-http://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[-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[/./g-http://a/g]
  • test_core_rfc3986_resolution[/../g-http://a/g]
  • test_core_rfc3986_resolution[./g/.-http://a/b/c/g/]
  • 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_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_utf8_and_ipv6_profile
  • test_core_query_delimiters_and_types
  • test_errors_malformed_url[http://h/\n]
  • test_errors_malformed_url[http://h/\t]
  • test_errors_malformed_url[http://h/\x00]
  • test_errors_malformed_url[http://h/\x7f]
  • 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/%]
  • test_errors_malformed_url[http://h/%2]
  • test_errors_malformed_url[http://h/%zz]
  • test_errors_malformed_url[http://h/?x=%gg]
  • test_errors_malformed_url[http://h/#%xy]
  • test_errors_malformed_url[http://u%zz@h/]
  • test_errors_malformed_url[http://h%zz/]
  • test_errors_malformed_url[http://h:65536/]
  • test_errors_malformed_url[http://h:-1/]
  • 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/]
  • test_errors_malformed_url[http://[v1.a]/]
  • test_errors_malformed_url[http://[fe80::1%25eth0]/]
  • 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-args24-kwargs24]
  • test_errors_all_input_length_limits
  • test_resources_parse_normalize_100000
  • test_resources_query_100000
  • test_resources_long_zero_port
failed
AD100-PRJ-43
Nonlinear least-squares solver
2/3 drivers
66.7%
40.0%
7.5
3.00
24.4k
109.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight7.5
  • Tagsmini-project, idea-23
  • Exit code0
  • Timed outFalse
  • Context tokens24,389
  • LLM calls28
  • Tool calls27
  • Compactions0

Tests

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

Failed tests

  • test_core
passed
AD100-PRJ-44
IBAN and credit-card validator
9/9
100.0%
100.0%
6
6.00
11.2k
32.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight6
  • Tagsmini-project, idea-24
  • Exit code0
  • Timed outFalse
  • Context tokens11,206
  • LLM calls19
  • Tool calls18
  • Compactions0
failed
AD100-PRJ-45
Arbitrary-precision integer arithmetic
1/3 drivers
33.3%
20.0%
14.5
2.90
21.9k
1202.1s
DEADLINE

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight14.5
  • Tagsmini-project, idea-25
  • Exit code0
  • Timed outFalse
  • Context tokens21,911
  • LLM calls22
  • Tool calls22
  • Compactions0

Tests

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

Failed tests

  • test_core
  • test_resources
failed
AD100-PRJ-47
Recover a hidden phrase from an executable
3/6
50.0%
20.0%
5.5
1.10
34.2k
50.7s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight5.5
  • Tagsmini-project, idea-27
  • Exit code0
  • Timed outFalse
  • Context tokens34,210
  • 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%
30
0.00
33.2k
146.8s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-28
  • Exit code0
  • Timed outFalse
  • Context tokens33,180
  • LLM calls127
  • Tool calls126
  • Compactions0

Tests

C++ test drivers: results unavailable or incomplete.

failed
AD100-PRJ-49
Closed-loop differential-drive line follower
15/21
71.4%
20.0%
13.5
2.70
11.8k
49.6s

Challenge

  • Observed modelsopenbmb/MiniCPM-V-4.7-35B-A3B-gguf:Q4_K_M
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight13.5
  • Tagsmini-project, idea-29
  • Exit code0
  • Timed outFalse
  • Context tokens11,844
  • LLM calls14
  • Tool calls15
  • Compactions0

Failed tests

  • test_core_hidden_track_completion_and_recovery[0]
  • test_core_hidden_track_completion_and_recovery[1]
  • test_core_hidden_track_completion_and_recovery[2]
  • test_core_hidden_track_completion_and_recovery[5]
  • test_core_hidden_track_completion_and_recovery[8]
  • test_errors_api_and_state[5]