messages
listlengths
3
3
model
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2 values
difficulty
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5 values
category
stringlengths
14
187
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int64
0
4k
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stringlengths
4
9
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17 values
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a zero-allocation SSA gene...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,056
0.06876$
yes, 8.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a concurrent SSA construction...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,148
0.07083$
yes, 9.1/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a 'Streaming SSA' architect ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,291
0.074048$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a Minimal SSA to Pruned SS...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,149
0.070852$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create a polyglot SSA implementation...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
2,967
0.066757$
yes, 8.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement the Lengauer-Tarjan algori...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,383
0.076118$
yes, 8.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a 'Persistent SSA' data struct...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,167
0.071258$
yes, 9.4/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a distributed SSA generato...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
2,957
0.066532$
yes, 10.0/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a GVN-aware (Global Value Nu...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,301
0.074273$
yes, 8.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a hardware-accelerated SSA co...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,411
0.076747$
yes, 9.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement an 'Incremental SSA' updat...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,765
0.084712$
yes, 8.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build an SSA construction engine for...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,425
0.077063$
yes, 8.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design an SSA generator for a stack-...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,690
0.083025$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a 'Compressive SSA' IR. The ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
2,860
0.06435$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Lazy SSA' generator. Ph...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,317
0.074633$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a 'Speculative SSA' pass for ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,161
0.071123$
yes, 9.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Type-Flow' integrated S...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,903
0.087817$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a 'Lock-Free' IR. The entire C...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,467
0.078008$
yes, 8.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement an SSA construction algori...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,363
0.075667$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design an SSA engine for a multi-ten...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,758
0.084555$
yes, 9.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create an SSA-based 'Constant Folder...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,589
0.080753$
yes, 9.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Low-Latency' SSA genera...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,039
0.068378$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build an SSA engine that supports 'I...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,653
0.082193$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a 'Bit-Exact' SSA rewriter. ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,542
0.079695$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Resource-Aware' SSA. In...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,392
0.07632$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design an SSA engine for a 'Verilog/...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,122
0.070245$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Debug-Friendly' SSA. Th...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,676
0.08271$
yes, 9.2/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build an SSA generator for 'Array SS...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,350
0.075375$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create an SSA engine that generates ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,620
0.08145$
yes, 8.9/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Differential SSA' for a...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,797
0.085432$
yes, 9.2/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a 'Multi-Level SSA' (MLSSA). ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,351
0.075397$
yes, 9.2/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Profile-Guided' SSA. Th...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,859
0.086828$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build an SSA engine for a 'Probabili...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,675
0.082687$
yes, 9.0/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Security-Hardened' SSA....
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,579
0.080528$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design an SSA engine for a 'Quantum ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,806
0.085635$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Register-Pressure Aware...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,235
0.072788$
yes, 9.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a 'Self-Healing' IR. If a corr...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,394
0.076365$
yes, 9.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a 'Collaborative' SSA editor....
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,009
0.067702$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Symbolic Execution' eng...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,712
0.08352$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build an SSA engine for 'Hardware-in...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,354
0.075465$
yes, 8.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement an 'Auto-Diff' (Automatic ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,328
0.07488$
yes, 8.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a 'Transactional' SSA engine....
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,226
0.072585$
yes, 9.2/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a 'AI-Optimized' SSA generator...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,039
0.068378$
yes, 9.2/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement an 'Effect-System' integra...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Cytron-Ferrante-Rosen-Wegman-Zadeck Algorithm, Python
3,467
0.078008$
yes, 8.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design and implement a distributed S...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,382
0.076095$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a high-performance Semi-Pr...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
2,973
0.066892$
yes, 9.4/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Construct an incremental SSA update ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,749
0.084352$
yes, 9.4/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create a Python-based SSA engine for...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,822
0.085995$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a SIMD-accelerated Dominance...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,191
0.071798$
yes, 8.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Memory-Mapped SSA' engi...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,257
0.073283$
yes, 8.9/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a formally verified Semi-Prun...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,088
0.06948$
yes, 9.2/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a multi-threaded Semi-Prun...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,094
0.069615$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create a JIT-compiler frontend that ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,713
0.083543$
yes, 8.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a Semi-Pruned SSA generato...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,618
0.081405$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Write a Semi-Pruned SSA generator fo...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,800
0.0855$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a 'Zero-Copy' SSA renamer in...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
2,883
0.064868$
yes, 9.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a Semi-Pruned SSA construc...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,502
0.078795$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a SSA-based 'Code Obfuscator'....
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,431
0.077198$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create a SSA generator for a 'Regist...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,395
0.076387$
yes, 9.0/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Lazy SSA' evaluator in ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,586
0.080685$
yes, 9.1/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a Semi-Pruned SSA pass for a ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,319
0.074677$
yes, 9.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Construct a 'Self-Optimizing SSA' en...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,360
0.0756$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Lock-Free Dominator Tre...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,284
0.07389$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build an SSA generator for 'Quantum ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,199
0.071977$
yes, 9.9/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Delta-Encoded SSA' stor...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,316
0.07461$
yes, 9.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a SSA generator for a langua...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,603
0.081068$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design an SSA-based 'Static Analysis...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,138
0.070605$
yes, 9.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Type-Inferred SSA' gene...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,310
0.074475$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a 'Hardware-In-The-Loop' SSA...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
2,852
0.06417$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a Semi-Pruned SSA generato...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,470
0.078075$
yes, 8.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create a 'Distributed Garbage Collec...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,231
0.072697$
yes, 9.0/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Constant Folder' that r...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,670
0.082575$
yes, 9.2/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a SSA generator for 'Differen...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,315
0.074588$
yes, 8.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build an SSA engine for 'GPU Shaders...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,516
0.07911$
yes, 8.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Bit-Exact SSA' renamer ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,338
0.075105$
yes, 8.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a 'Visualization Engine' for...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,628
0.08163$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a SSA generator for a 'Dat...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,438
0.077355$
yes, 9.4/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a 'Semantic SSA' engine. Inst...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,044
0.06849$
yes, 10.0/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a SSA-based 'Auto-Differentiat...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,462
0.077895$
yes, 9.1/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Cross-Language SSA' gen...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,508
0.07893$
yes, 10.0/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a 'Resource-Aware SSA' gener...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
2,981
0.067073$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create a 'Fuzzing-Driven SSA' optimi...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,101
0.069773$
yes, 8.5/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Path-Sensitive SSA' gen...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,659
0.082327$
yes, 9.1/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design an SSA generator for 'Reversi...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,515
0.079087$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a 'Module-Level SSA' construct...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,454
0.077715$
yes, 9.4/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Verifying SSA' compiler...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,704
0.08334$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create a SSA generator for 'Probabil...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,523
0.079268$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a 'Neural SSA' engine. Use a...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,520
0.0792$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design an SSA-based 'Binary Lifter'....
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,650
0.082125$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a 'Schema-Guided SSA' generato...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Semi-Pruned SSA Form Construction, Python
3,265
0.073463$
yes, 10.0/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Architect a distributed Sparse Condi...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,345
0.075262$
yes, 8.8/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design an incremental SCCP pass for ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,631
0.081698$
yes, 9.6/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a 'Stochastic SCCP' for a ...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,946
0.088785$
yes, 9.9/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Develop a memory-constrained SCCP op...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,291
0.074048$
yes, 9.3/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Integrate SCCP with Flow-Sensitive A...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,394
0.076365$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Create a SIMD-vectorized SCCP engine...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,226
0.072585$
yes, 9.0/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Design a 'Speculative SCCP' for a Py...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,673
0.082643$
yes, 8.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement SCCP for a Hardware Descri...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,004
0.06759$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Build a formally verified SCCP solve...
claude-sonnet-4.6/gemini-3.1-pro-preview
Extreme
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
2,930
0.065925$
yes, 9.7/10
[ { "role": "system", "content": "You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code." }, { "role": "user", "content": "Implement a multi-threaded SCCP pass...
claude-sonnet-4.6/gemini-3.1-pro-preview
Hard
Static Single Assignment (SSA) Intermediate Representation Generation, Sparse Conditional Constant Propagation (SCCP), Python
3,079
0.069278$
yes, 8.9/10