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Qwen3.6 27b [Q4_K_XL]

LM Studio

262K context<$0.01/M input<$0.01/M output
1633peak 1635

Avg Score

77.8

Avg Cost

Score/$

Runs

28

Win/Loss/Draw

Scoring Dimensions

Score Distribution

Category ELOs

multi-languageexpert
2488
frontendeasy
2474
code-reviewhard
2223
from-scratcheasy
2172
backendeasy
2135
refactoringmedium
1985
refactoring
1969
from-scratchmedium
1920
from-scratchhard
1914
backendexpert
1887
multi-language
1874
from-scratch
1789
debuggingexpert
1709
backendhard
1693
debugging
1667
code-review
1647
frontend
1636
backend
1597
frontendmaster
1527
frontendmedium
1525
full-stackhard
1494
full-stack
1486
code-reviewmedium
1475
full-stackmedium
1449
backendmedium
1396

All Results

TaskCategoryScore
Add Redis caching layer to Express APIbackend
Write complex SQL report with window functionsbackend76.8
Fix broken responsive layoutfrontend86.0
Build CLI tool with subcommands and configfrom-scratch73.2
Build MCP server for database managementbackend83.5
Replace console.log with structured loggingrefactoring84.5
Write integration tests for payment flowcode-review82.9
Add rate limiting middlewarebackend82.5
Fix race conditions in order matching enginebackend90.9
Build REST API from scratchfrom-scratch87.7
Add Google OAuth2 login to Express appfull-stack67.2
Fix deadlocking transaction patterns in Flask appbackend86.0
Convert React app to PWA with offline supportfrontend70.8
Add i18n with locale routing to Next.js appfull-stack76.2
Port Python CLI to Rustmulti-language74.6
Add caching layer to eliminate slow SSR page loadsfull-stack80.5
Debug and fix 6 broken database triggers and constraintsdebugging87.1
Build terminal UI dashboardfrom-scratch68.2
Fix Node.js stream backpressure causing OOM on large filesbackend81.3
Add retry logic and dead letter queue to Python task queuebackend77.7
Add cursor-based pagination to REST APIbackend70.7
Build codebase indexer for LLM context windowsfrom-scratch81.5
Implement JWT auth middlewarebackend62.6
Fix and extend Chrome browser extensionfrontend48.8
Fix React hydration mismatchfrontend79.5
Fix hallucination and context window bugs in RAG agentbackend81.3
Code review: identify security vulnscode-review74.4
Build 3D browser game with physics and multiplayer syncfrontend83.1