Qwen3.8-Flash-Next-GSQ-RCO-Coder-IQ1_M

ISTA-DASLab/Qwen3.8-Flash-Next-Coder-GSQ-RCO-IQ1_M

Observed from session logs: /mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf

run Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M · requested model default · generated 2026-11-13T07:42:09+00:00 · 78 challenges

49passed
29failed
0error
85.8%avg tests
347.50 / 744.00final score
46.7%of max
3.9Mcontext tokens
49.6kavg tokens/task
14compactions
passed
AD100-ALG-02
Dijkstra shortest paths
2/2 drivers
100.0%
100.0%
3
3.00
14.8k
132.1s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagsgraphs, dijkstra, priority-queue
  • Exit code0
  • Timed outFalse
  • Context tokens14,850
  • LLM calls20
  • Tool calls19
  • 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
34.1k
297.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagsparsing, recursive-descent, unicode
  • Exit code0
  • Timed outFalse
  • Context tokens34,141
  • LLM calls28
  • Tool calls29
  • Compactions0
passed
AD100-ALG-16
RFC-4180 CSV parser from scratch
6/6
100.0%
100.0%
3.5
3.50
12.7k
105.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagepython
  • Difficultyeasy
  • Weight3.5
  • Tagsparsing, csv, purity
  • Exit code0
  • Timed outFalse
  • Context tokens12,684
  • LLM calls15
  • Tool calls13
  • Compactions0
passed
AD100-ALG-19
S-expression reader/writer
4/4
100.0%
100.0%
3.5
3.50
13.1k
116.0s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagepython
  • Difficultyeasy
  • Weight3.5
  • Tagsparsing, s-expression, recursion-limit
  • Exit code0
  • Timed outFalse
  • Context tokens13,103
  • LLM calls14
  • Tool calls14
  • Compactions0
passed
AD100-ALG-20
word ladder shortest chain
4/4
100.0%
100.0%
3
3.00
16.4k
481.3s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagsgraph, bfs, lexicographic
  • Exit code0
  • Timed outFalse
  • Context tokens16,380
  • LLM calls15
  • Tool calls16
  • Compactions0
passed
AD100-ALG-22
strongly connected components (Tarjan)
3/3 drivers
100.0%
100.0%
3
3.00
9224
80.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagsgraph, scc, tarjan
  • Exit code0
  • Timed outFalse
  • Context tokens9,224
  • LLM calls13
  • Tool calls12
  • 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
6181
42.6s
PI_EXIT

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagsdata-structure, segment-tree
  • Exit code0
  • Timed outFalse
  • Context tokens6,181
  • LLM calls8
  • Tool calls9
  • 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
5650
47.6s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagsdata-structure, rmq, sparse-table
  • Exit code0
  • Timed outFalse
  • Context tokens5,650
  • LLM calls9
  • Tool calls9
  • 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
31.8k
318.0s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagsgeometry, convex-hull
  • Exit code0
  • Timed outFalse
  • Context tokens31,818
  • LLM calls26
  • Tool calls23
  • 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
27.3k
481.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagsflow, min-cost-flow, optimization
  • Exit code0
  • Timed outFalse
  • Context tokens27,280
  • LLM calls17
  • Tool calls15
  • Compactions0

Tests

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

passed
AD100-ALG-29
glob matcher (*, ?, classes)
5/5
100.0%
100.0%
6
6.00
17.4k
173.8s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagepython
  • Difficultyeasy
  • Weight6
  • Tagspattern-matching, backtracking
  • Exit code0
  • Timed outFalse
  • Context tokens17,389
  • LLM calls9
  • Tool calls8
  • Compactions0
passed
AD100-ALG-30
matrix-chain multiplication
5/5
100.0%
100.0%
3
3.00
6540
55.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagsdp, parenthesization
  • Exit code0
  • Timed outFalse
  • Context tokens6,540
  • LLM calls8
  • Tool calls8
  • Compactions0
passed
AD100-ALG-31
Huffman coding round-trip
6/6
100.0%
100.0%
3
3.00
10.9k
173.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagshuffman, compression, round-trip
  • Exit code0
  • Timed outFalse
  • Context tokens10,900
  • LLM calls13
  • Tool calls13
  • Compactions0
failed
AD100-ALG-33
big-decimal arithmetic (strings)
1/4 drivers
25.0%
30.0%
3.5
1.05
34.9k
481.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight3.5
  • Tagsbignum, arithmetic, strings
  • Exit code0
  • Timed outFalse
  • Context tokens34,904
  • LLM calls25
  • Tool calls26
  • Compactions0

Tests

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

Failed tests

  • test_edge
  • test_property
  • test_scale
passed
AD100-ALG-34
treap: k-th order statistics
4/4 drivers
100.0%
100.0%
4.5
4.50
48.8k
481.3s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight4.5
  • Tagstreap, order-statistics, balanced-bst
  • Exit code0
  • Timed outFalse
  • Context tokens48,801
  • LLM calls35
  • Tool calls33
  • 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
17.9k
481.5s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagspersistent-segment-tree, functional-data-structure, versions
  • Exit code0
  • Timed outFalse
  • Context tokens17,862
  • LLM calls15
  • Tool calls14
  • 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
9918
89.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagsapi-contract, exception-type, aliasing, defensive-copy
  • Exit code0
  • Timed outFalse
  • Context tokens9,918
  • LLM calls9
  • Tool calls12
  • Compactions0
passed
AD100-DBG-12
int overflow in size arithmetic
4/4 drivers
100.0%
100.0%
3.5
3.50
23.8k
205.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagecpp
  • Difficultyeasy
  • Weight3.5
  • Tagsinteger-overflow, size-arithmetic, validation
  • Exit code0
  • Timed outFalse
  • Context tokens23,756
  • LLM calls27
  • Tool calls28
  • Compactions0

Tests

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

failed
AD100-DBG-13
size_t underflow on singleton/empty
2/4 drivers
50.0%
40.0%
7.5
3.00
5860
481.5s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagecpp
  • Difficultymedium
  • Weight7.5
  • Tagssize-t, underflow, empty-singleton
  • Exit code0
  • Timed outFalse
  • Context tokens5,860
  • LLM calls7
  • Tool calls6
  • Compactions0

Tests

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

Failed tests

  • test_bugs
  • test_bugs_public
passed
AD100-DBG-15
hash-order nondeterminism
12/12
100.0%
100.0%
3
3.00
3811
27.6s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagshash-order, determinism, nondeterminism, sorting
  • Exit code0
  • Timed outFalse
  • Context tokens3,811
  • LLM calls7
  • Tool calls6
  • Compactions0
passed
AD100-DBG-17
wrong exception type on error path
4/4 drivers
100.0%
100.0%
4.5
4.50
15.7k
143.8s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagecpp
  • Difficultyeasy
  • Weight4.5
  • Tagsexception-contract, parsing, error-path
  • Exit code0
  • Timed outFalse
  • Context tokens15,746
  • LLM calls17
  • Tool calls18
  • Compactions0

Tests

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

passed
AD100-DBG-19
multiple interacting bug classes
19/19
100.0%
100.0%
3
3.00
4554
39.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagsmulti-bug, mutable-default, off-by-one, exception-contract, aliasing
  • Exit code0
  • Timed outFalse
  • Context tokens4,554
  • LLM calls7
  • Tool calls6
  • Compactions0
passed
AD100-DBG-20
path traversal + expression injection
50/50
100.0%
100.0%
3
3.00
8625
66.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagssecurity, path-traversal, injection, input-validation
  • Exit code0
  • Timed outFalse
  • Context tokens8,625
  • LLM calls7
  • Tool calls6
  • Compactions0
passed
AD100-DBG-21
unseeded RNG / wall-clock dependence
19/19
100.0%
100.0%
3
3.00
4879
37.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagsdeterminism, rng, wall-clock, reproducibility
  • Exit code0
  • Timed outFalse
  • Context tokens4,879
  • LLM calls6
  • Tool calls6
  • Compactions0
passed
AD100-DBG-23
erase-while-iterating + related bugs
4/4 drivers
100.0%
100.0%
3
3.00
8898
66.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagserase-while-iterating, vector, iterator, off-by-one
  • Exit code0
  • Timed outFalse
  • Context tokens8,898
  • LLM calls11
  • Tool calls11
  • 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
9114
57.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight15.5
  • Tagssecurity-review, cve-derived, filesystem, symlinks, transactional
  • Exit code0
  • Timed outFalse
  • Context tokens9,114
  • LLM calls7
  • Tool calls12
  • 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%
10
6.50
46.0k
721.5s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight10
  • Tagssecurity-review, cve-derived, integrity, streaming, short-reads
  • Exit code0
  • Timed outFalse
  • Context tokens45,986
  • LLM calls37
  • Tool calls41
  • Compactions0

Failed tests

  • test_regression_independent_empty_block
passed
AD100-DBG-28
indexed document reader
26/26
100.0%
100.0%
3
3.00
18.3k
141.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagssecurity-review, cve-derived, parser, progress, random-access
  • Exit code0
  • Timed outFalse
  • Context tokens18,327
  • LLM calls19
  • Tool calls19
  • Compactions0
failed
AD100-DBG-31
stylesheet inspection pipeline
26/33
78.8%
35.0%
22.5
7.87
81.8k
721.5s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyexpert
  • Weight22.5
  • Tagssecurity-review, cve-derived, tokenizer, escaping, parser-differential
  • Exit code0
  • Timed outFalse
  • Context tokens81,808
  • LLM calls45
  • Tool calls51
  • 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
6953
33.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight13
  • Tagssecurity-review, cve-derived, regex, complexity, multipart
  • Exit code0
  • Timed outFalse
  • Context tokens6,953
  • LLM calls5
  • Tool calls11
  • Compactions0

Failed tests

  • test_security_long_unassigned_parameter
  • test_security_large_malformed_then_valid
passed
AD100-DBG-34
URL text and form gateway
29/29
100.0%
100.0%
6
6.00
48.0k
654.4s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight6
  • Tagssecurity-review, cve-derived, percent-encoding, utf8, complexity
  • Exit code0
  • Timed outFalse
  • Context tokens48,005
  • LLM calls40
  • Tool calls43
  • Compactions0
passed
AD100-DBG-35
schema identifier registry
24/24
100.0%
100.0%
10.5
10.50
48.0k
418.1s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight10.5
  • Tagssecurity-review, cve-derived, asn1, canonicalization, integer-bounds
  • Exit code0
  • Timed outFalse
  • Context tokens47,986
  • LLM calls40
  • Tool calls42
  • Compactions0
passed
AD100-DBG-36
Walk or drive to the car wash
1/1
100.0%
100.0%
4
4.00
3869
33.7s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyeasy
  • Weight4
  • Tagsreasoning, deliverable, file-io, single-word-answer
  • Exit code0
  • Timed outFalse
  • Context tokens3,869
  • LLM calls6
  • Tool calls6
  • Compactions0
passed
AD100-DBG-37
Which is larger, 9.11 or 9.9?
1/1
100.0%
100.0%
3
3.00
3666
12.6s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillardebugging
  • Languagepython
  • Difficultyeasy
  • Weight3
  • Tagsreasoning, numeric-literals, deliverable, file-io
  • Exit code0
  • Timed outFalse
  • Context tokens3,666
  • LLM calls6
  • Tool calls6
  • Compactions0
passed
AD100-OPT-17
quicksort worst-case pivot
2/2 drivers
100.0%
100.0%
3
3.00
12.9k
481.5s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillaroptimization
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagscomplexity, quicksort, pivot, worst-case
  • Exit code0
  • Timed outFalse
  • Context tokens12,878
  • LLM calls14
  • Tool calls13
  • 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
22.1k
193.8s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyeasy
  • Weight3.5
  • Tagscli, persistence, exit-codes, json-store
  • Exit code0
  • Timed outFalse
  • Context tokens22,133
  • LLM calls17
  • Tool calls20
  • Compactions0
passed
AD100-PRJ-02
INI config library
3/3 drivers
100.0%
100.0%
3
3.00
19.8k
161.8s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyeasy
  • Weight3
  • Tagsparsing, ini, api-design, exceptions
  • Exit code0
  • Timed outFalse
  • Context tokens19,804
  • LLM calls23
  • Tool calls22
  • Compactions0

Tests

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

failed
AD100-PRJ-08
Markdown→HTML subset
25/26
96.2%
70.0%
22
15.40
26.1k
257.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight22
  • Tagsmarkdown, parser, html, escaping
  • Exit code0
  • Timed outFalse
  • Context tokens26,116
  • LLM calls25
  • Tool calls25
  • Compactions0

Failed tests

  • test_unmatched_markers_stay_literal
passed
AD100-PRJ-09
KV store: TTL + LRU + snapshot
23/23
100.0%
100.0%
4.5
4.50
27.1k
227.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyeasy
  • Weight4.5
  • Tagskv-store, ttl, lru, persistence
  • Exit code0
  • Timed outFalse
  • Context tokens27,062
  • LLM calls26
  • Tool calls26
  • Compactions0
passed
AD100-PRJ-10
cron next-fire calculator
21/21
100.0%
100.0%
3.5
3.50
31.7k
292.1s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyeasy
  • Weight3.5
  • Tagscron, schedules, calendar, parsing
  • Exit code0
  • Timed outFalse
  • Context tokens31,729
  • LLM calls23
  • Tool calls24
  • Compactions0
passed
AD100-PRJ-11
access-log analyzer (stats + filters)
16/16
100.0%
100.0%
3.5
3.50
39.6k
358.1s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyeasy
  • Weight3.5
  • Tagslogs, parsing, aggregation, cli
  • Exit code0
  • Timed outFalse
  • Context tokens39,612
  • LLM calls32
  • Tool calls31
  • Compactions0
passed
AD100-PRJ-12
HTTP/1.1 message parser
3/3 drivers
100.0%
100.0%
5
5.00
31.5k
286.0s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyeasy
  • Weight5
  • Tagshttp, parser, chunked, protocol
  • Exit code0
  • Timed outFalse
  • Context tokens31,468
  • LLM calls18
  • Tool calls18
  • Compactions0

Tests

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

failed
AD100-PRJ-13
mustache-lite template engine
2/3 drivers
66.7%
60.0%
6.5
3.90
32.5k
481.3s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight6.5
  • Tagstemplates, mustache, html-escaping, recursion
  • Exit code0
  • Timed outFalse
  • Context tokens32,497
  • LLM calls30
  • Tool calls30
  • Compactions0

Tests

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

Failed tests

  • test_sections
passed
AD100-PRJ-14
mini scripting language interpreter
21/21
100.0%
100.0%
10.5
10.50
52.2k
481.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight10.5
  • Tagsinterpreter, lexer, parser, tree-walker, cli
  • Exit code0
  • Timed outFalse
  • Context tokens52,222
  • LLM calls29
  • Tool calls30
  • Compactions0
passed
AD100-PRJ-15
mini pytest (discovery, fixtures, report)
18/18
100.0%
100.0%
4.5
4.50
40.0k
382.1s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyeasy
  • Weight4.5
  • Tagstest-runner, discovery, fixtures, reporting
  • Exit code0
  • Timed outFalse
  • Context tokens40,024
  • LLM calls32
  • Tool calls31
  • Compactions0
passed
AD100-PRJ-16
Game of Life engine (seeded, census)
11/11
100.0%
100.0%
3.5
3.50
30.6k
481.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyeasy
  • Weight3.5
  • Tagsgame-of-life, simulation, prng, cycle-detection
  • Exit code0
  • Timed outFalse
  • Context tokens30,622
  • LLM calls19
  • Tool calls20
  • Compactions0
passed
AD100-PRJ-17
LZ77+RLE codec with checksum
4/4 drivers
100.0%
100.0%
4.5
4.50
17.7k
481.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyeasy
  • Weight4.5
  • Tagscompression, lz77, rle, checksum, codec
  • Exit code0
  • Timed outFalse
  • Context tokens17,664
  • LLM calls8
  • Tool calls9
  • Compactions0

Tests

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

passed
AD100-PRJ-18
discrete-event simulator (deterministic)
4/4 drivers
100.0%
100.0%
3.5
3.50
50.9k
344.0s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyeasy
  • Weight3.5
  • Tagssimulation, event-queue, deterministic-ordering
  • Exit code0
  • Timed outFalse
  • Context tokens50,886
  • LLM calls34
  • Tool calls33
  • Compactions0

Tests

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

passed
AD100-PRJ-19
C++ mini test framework
4/4 drivers
100.0%
100.0%
3.5
3.50
35.7k
481.4s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyeasy
  • Weight3.5
  • Tagstest-framework, macros, registry, fixtures
  • Exit code0
  • Timed outFalse
  • Context tokens35,704
  • LLM calls31
  • Tool calls32
  • Compactions0

Tests

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

passed
AD100-PRJ-20
SQL subset engine (DDL/DML/SELECT/JOIN)
4/4 drivers
100.0%
100.0%
15.5
15.50
149.8k
1207.1s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight15.5
  • Tagssql, parser, join, query-engine
  • Exit code0
  • Timed outFalse
  • Context tokens149,823
  • LLM calls72
  • Tool calls73
  • Compactions1

Tests

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

failed
AD100-PRJ-21
Indexed archive utility
0/8 drivers
0.0%
0.0%
30
0.00
161.4k
1200.1s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-1, zip, indexed-access, posix-metadata
  • Exit code0
  • Timed outFalse
  • Context tokens161,407
  • LLM calls51
  • Tool calls58
  • Compactions1

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
17/18
94.4%
40.0%
11.5
4.60
63.9k
646.3s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight11.5
  • Tagsmini-project, idea-2
  • Exit code0
  • Timed outFalse
  • Context tokens63,920
  • LLM calls41
  • Tool calls43
  • Compactions0

Failed tests

  • test_core_plan_min_track_merges_and_leading_trailing_silence
failed
AD100-PRJ-23
FAT32/VFAT filesystem recovery
16/24
66.7%
20.0%
30
6.00
155.8k
1202.3s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-3, fat32, vfat, reverse-engineering
  • Exit code0
  • Timed outFalse
  • Context tokens155,798
  • LLM calls36
  • Tool calls38
  • Compactions1

Failed tests

  • test_core_independent_trees[2027]
  • test_core_unicode_short_escape_and_full_lfn_parts
  • test_core_deep_directory_tree
  • test_errors_geometry[boot]
  • test_errors_geometry[small]
  • test_errors_lfn_records
  • test_errors_namespace_and_depth_limits
  • test_errors_mirror_disagreement_and_invalid_alias
passed
AD100-PRJ-24
Image similarity and grouping
17/17
100.0%
100.0%
5
5.00
54.0k
582.3s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyeasy
  • Weight5
  • Tagsmini-project, idea-4
  • Exit code0
  • Timed outFalse
  • Context tokens53,957
  • LLM calls33
  • Tool calls34
  • Compactions0
passed
AD100-PRJ-25
Binary delta generator and applier
3/3 drivers
100.0%
100.0%
6.5
6.50
120.2k
1086.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyeasy
  • Weight6.5
  • Tagsmini-project, idea-5
  • Exit code0
  • Timed outFalse
  • Context tokens120,151
  • LLM calls60
  • Tool calls61
  • Compactions1

Tests

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

passed
AD100-PRJ-26
Incremental build tool
40/40
100.0%
100.0%
10
10.00
26.1k
243.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight10
  • Tagsmini-project, idea-6
  • Exit code0
  • Timed outFalse
  • Context tokens26,106
  • LLM calls14
  • Tool calls15
  • Compactions0
failed
AD100-PRJ-27
ELF executable inspector
0/79
0.0%
0.0%
21
0.00
161.6k
1200.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight21
  • Tagsmini-project, idea-7, elf64, binary-recovery, stdlib
  • Exit code0
  • Timed outFalse
  • Context tokens161,592
  • LLM calls80
  • Tool calls82
  • Compactions1

Failed tests

  • test_core_reports[raw-sections]
  • test_core_reports[raw-symbols]
  • test_core_reports[raw-relocations]
  • test_core_reports[raw-segments]
  • test_core_reports[multiple-sections]
  • test_core_reports[multiple-symbols]
  • test_core_reports[multiple-relocations]
  • test_core_reports[multiple-segments]
  • test_core_reports[rel-sections]
  • test_core_reports[rel-symbols]
  • test_core_reports[rel-relocations]
  • test_core_reports[rel-segments]
  • test_core_reports[shared-sections]
  • test_core_reports[shared-symbols]
  • test_core_reports[shared-relocations]
  • test_core_reports[shared-segments]
  • test_core_reports[buffers-sections]
  • test_core_reports[buffers-symbols]
  • test_core_reports[buffers-relocations]
  • test_core_reports[buffers-segments]
  • test_core_absent_names[sections]
  • test_core_absent_names[symbols]
  • test_core_absent_names[relocations]
  • test_core_absent_names[segments]
  • test_core_no_tables
  • test_core_numeric_metadata_and_reserved_symbols
  • test_core_accessed_tables_only
  • 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_core_review_valid_inputs[segments-null-program]
  • test_core_review_valid_inputs[segments-empty-symbol-names]
  • test_core_review_valid_inputs[segments-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_light_envelope[sections]
  • test_resources_light_envelope[symbols]
  • test_resources_light_envelope[relocations]
  • test_resources_light_envelope[segments]
  • test_resources_untrusted_sizes
passed
AD100-PRJ-28
Dependency-aware package resolver
29/29
100.0%
100.0%
9
9.00
53.7k
1200.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight9
  • Tagsmini-project, idea-8
  • Exit code0
  • Timed outFalse
  • Context tokens53,709
  • LLM calls30
  • Tool calls31
  • Compactions0
failed
AD100-PRJ-29
RAW Bayer development pipeline
2/3 drivers
66.7%
40.0%
7
2.80
39.7k
1200.8s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyeasy
  • Weight7
  • Tagsmini-project, idea-9
  • Exit code0
  • Timed outFalse
  • Context tokens39,739
  • LLM calls31
  • Tool calls34
  • 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
43.7k
410.1s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyeasy
  • Weight3.5
  • Tagsmini-project, idea-10
  • Exit code0
  • Timed outFalse
  • Context tokens43,724
  • LLM calls40
  • Tool calls38
  • Compactions0

Tests

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

failed
AD100-PRJ-31
Score language to WAV synthesizer
11/12
91.7%
40.0%
28
11.20
125.8k
1014.8s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight28
  • Tagsmini-project, idea-11
  • Exit code0
  • Timed outFalse
  • Context tokens125,775
  • LLM calls62
  • Tool calls61
  • Compactions1

Failed tests

  • test_core_voice_continuation
passed
AD100-PRJ-32
Fixed-timestep 2D physics sandbox
12/12
100.0%
100.0%
9.5
9.50
28.2k
273.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight9.5
  • Tagsmini-project, idea-12
  • Exit code0
  • Timed outFalse
  • Context tokens28,203
  • LLM calls20
  • Tool calls20
  • Compactions0
failed
AD100-PRJ-33
Columnar data compressor
1/3 drivers
33.3%
20.0%
30
6.00
140.2k
1200.1s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-13
  • Exit code0
  • Timed outFalse
  • Context tokens140,181
  • LLM calls51
  • Tool calls48
  • Compactions1

Tests

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

Failed tests

  • test_core
  • test_errors
failed
AD100-PRJ-34
DTMF decoder
0/13
0.0%
0.0%
18.5
0.00
37.1k
377.0s
PI_EXIT

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight18.5
  • Tagsmini-project, idea-14
  • Exit code0
  • Timed outFalse
  • Context tokens37,143
  • LLM calls3
  • Tool calls5
  • Compactions0

Failed tests

  • test_core_all_twelve_symbols
  • test_core_timing_frames
  • test_core_quiet_tone_still_found
  • test_core_very_quiet_tone_ignored
  • test_core_noise_tolerant
  • test_core_distractor_frequency_ignored
  • test_core_short_blip_rejected
  • test_core_gap_bridging
  • test_core_sample_rate_16000
  • test_errors_bad_container
  • test_errors_bad_format
  • test_errors_truncated_chunks
  • test_resources_one_minute_audio
failed
AD100-PRJ-35
Mobile-robot path planner
10/12
83.3%
20.0%
9.5
1.90
22.1k
199.8s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight9.5
  • Tagsmini-project, idea-15
  • Exit code0
  • Timed outFalse
  • Context tokens22,122
  • LLM calls23
  • Tool calls22
  • Compactions0

Failed tests

  • test_core_tie_break_deterministic
  • test_errors_start_goal
failed
AD100-PRJ-36
Two-link robot-arm controller
13/14
92.9%
80.0%
23
18.40
38.3k
376.0s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight23
  • Tagsmini-project, idea-16
  • Exit code0
  • Timed outFalse
  • Context tokens38,276
  • LLM calls22
  • Tool calls23
  • Compactions0

Failed tests

  • test_errors_configs
failed
AD100-PRJ-37
Fiducial-marker detector
0/3 drivers
0.0%
0.0%
12.5
0.00
77.0k
1202.1s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight12.5
  • Tagsmini-project, idea-17
  • Exit code0
  • Timed outFalse
  • Context tokens76,951
  • LLM calls50
  • Tool calls51
  • 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
9/11
81.8%
20.0%
15.5
3.10
163.5k
1202.1s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight15.5
  • Tagsmini-project, idea-18
  • Exit code0
  • Timed outFalse
  • Context tokens163,527
  • LLM calls58
  • Tool calls58
  • Compactions1

Failed tests

  • test_core_crossing_identity_swap
  • test_errors_frames
failed
AD100-PRJ-39
Parametric audio equalizer
1/3 drivers
33.3%
20.0%
28
5.60
55.0k
531.3s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight28
  • Tagsmini-project, idea-19
  • Exit code0
  • Timed outFalse
  • Context tokens54,987
  • LLM calls38
  • Tool calls37
  • 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%
24
0.00
227.2k
1200.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight24
  • Tagsmini-project, idea-20
  • Exit code0
  • Timed outFalse
  • Context tokens227,164
  • LLM calls48
  • Tool calls53
  • Compactions2

Tests

C++ test drivers: results unavailable or incomplete.

failed
AD100-PRJ-41
JSONL chat-log to Markdown converter
25/32
78.1%
20.0%
30
6.00
67.2k
582.3s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-21
  • Exit code0
  • Timed outFalse
  • Context tokens67,196
  • LLM calls40
  • Tool calls51
  • Compactions0

Failed tests

  • test_core_unterminated_fence_runs_to_end
  • test_core_tool_result_and_empty_text
  • test_core_message_default_text
  • test_errors_unknown_type
  • test_errors_empty_role
  • test_errors_tool_call_fields
  • test_errors_tool_result_call
failed
AD100-PRJ-42
RFC 3986 URL utility
115/129
89.1%
0.0%
30
0.00
153.9k
1191.0s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-22, rfc3986, native-oracle
  • Exit code0
  • Timed outFalse
  • Context tokens153,890
  • LLM calls76
  • Tool calls77
  • Compactions1

Failed tests

  • 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/g]
  • test_core_rfc3986_resolution[../../../../g-http://a/g]
  • test_core_rfc3986_resolution[./../g-http://a/b/g]
  • test_core_normalize_literals[http://H%2fX:00081/?#-http://h%2Fx:81/?#]
  • test_core_query_delimiters_and_types
  • test_errors_malformed_url[http://%C3%A9/]
  • test_errors_malformed_url[http://h/\ud800]
  • test_errors_malformed_url[http://h/a\xa0b]
  • test_errors_api_types_and_escapes[encode-args10-kwargs10]
  • test_errors_all_input_length_limits
  • test_resources_long_zero_port
failed
AD100-PRJ-43
Nonlinear least-squares solver
—
—
0.0%
7.5
0.00
38.4k
379.1s
PI_EXIT

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight7.5
  • Tagsmini-project, idea-23
  • Exit code0
  • Timed outFalse
  • Context tokens38,383
  • LLM calls3
  • Tool calls3
  • Compactions0

Tests

C++ test drivers: unavailable because the build failed or timed out; tests did not run.

failed
AD100-PRJ-44
IBAN and credit-card validator
5/9
55.6%
40.0%
6
2.40
99.8k
1118.9s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyeasy
  • Weight6
  • Tagsmini-project, idea-24
  • Exit code0
  • Timed outFalse
  • Context tokens99,756
  • LLM calls45
  • Tool calls45
  • Compactions1

Failed tests

  • test_core_all_countries
  • test_core_structure
  • test_core_luhn_reference
  • test_core_card_prefix_length_rules
failed
AD100-PRJ-45
Arbitrary-precision integer arithmetic
1/3 drivers
33.3%
20.0%
14.5
2.90
75.2k
1202.1s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight14.5
  • Tagsmini-project, idea-25
  • Exit code0
  • Timed outFalse
  • Context tokens75,220
  • LLM calls33
  • Tool calls37
  • Compactions0

Tests

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

Failed tests

  • test_core
  • test_resources
passed
AD100-PRJ-47
Recover a hidden phrase from an executable
6/6
100.0%
100.0%
5.5
5.50
70.3k
608.4s

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight5.5
  • Tagsmini-project, idea-27
  • Exit code0
  • Timed outFalse
  • Context tokens70,260
  • LLM calls35
  • Tool calls41
  • Compactions0
failed
AD100-PRJ-48
Black-box image transformation utility clone
—
—
0.0%
30
0.00
130.1k
1202.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-28
  • Exit code0
  • Timed outFalse
  • Context tokens130,126
  • LLM calls54
  • Tool calls58
  • Compactions1

Tests

C++ test drivers: results unavailable or incomplete.

failed
AD100-PRJ-49
Closed-loop differential-drive line follower
15/21
71.4%
40.0%
13.5
5.40
159.1k
1200.2s
DEADLINE

Challenge

  • Observed models/mnt/scratch/hugginface/huggingface/hub/models--ISTA-DASLab--Qwen3.8-Flash-Next-GSQ-RCO-Coder-GGUF/snapshots/bba88856f8c3c0c9e40e45f82d05e228b814ac43/IQ1_M/Qwen3.8-Flash-Next-GSQ-RCO-IQ1_M-00001-of-00002.gguf
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight13.5
  • Tagsmini-project, idea-29
  • Exit code0
  • Timed outFalse
  • Context tokens159,056
  • LLM calls41
  • Tool calls40
  • Compactions1

Failed tests

  • test_core_hidden_track_completion_and_recovery[3]
  • test_core_hidden_track_completion_and_recovery[4]
  • test_core_hidden_track_completion_and_recovery[5]
  • test_core_hidden_track_completion_and_recovery[6]
  • test_core_hidden_track_completion_and_recovery[7]
  • test_core_hidden_track_completion_and_recovery[9]