APEX
Back to models

Qwen3.7 Max

Qwen

262K context$0.78/M input$3.12/M output
1627peak 1771

Avg Score

80.2

Avg Cost

$1.03

Score/$

78.0

Runs

41

Win/Loss/Draw

Scoring Dimensions

Score Distribution

Category ELOs

refactoringexpert
2217
from-scratchmedium
2213
frontendeasy
2125
frontendhard
1802
full-stackmedium
1780
multi-languagehard
1770
refactoring
1765
full-stack
1744
full-stackhard
1739
refactoringmedium
1736
debuggingexpert
1721
frontendexpert
1692
backendmaster
1684
backendexpert
1681
from-scratcheasy
1681
frontend
1677
frontendmedium
1672
debugging
1619
code-reviewhard
1619
backendhard
1599
backend
1598
code-reviewmedium
1522
multi-language
1521
code-review
1520
debugginghard
1520
backendmedium
1518
from-scratch
1464
multi-languageexpert
1393
from-scratchexpert
0

All Results

TaskCategoryScore
Build real-time portfolio risk calculatorbackend81.0
Implement Stripe webhook handlerbackend75.8
Add file upload with S3 presigned URLsbackend54.0
Add caching layer to eliminate slow SSR page loadsfull-stack88.2
Build MCP server for database managementbackend84.2
Write integration tests for payment flowcode-review77.7
Fix memory leak in event handlerdebugging71.2
Build materialized view refresh pipeline for analyticsbackend82.2
Build LLM evaluation harness with structured gradingbackend79.5
Migrate Express monolith to modular architecturebackend84.7
Implement transformer inference engine with KV cachefrom-scratch40.7
Dockerize Node.js monorepofull-stack82.8
Convert React app to PWA with offline supportfrontend79.0
Optimize bloated React bundle under 500KBfrontend88.3
Add GraphQL layer over REST APImulti-language80.2
Fix React hydration mismatchfrontend75.8
Fix broken responsive layoutfrontend84.8
Zero-downtime schema migrationfull-stack84.0
Find and patch all OWASP Top 10 vulnerabilitiesdebugging83.8
Fix 12 WCAG accessibility violations in checkout formfrontend86.2
Implement JWT auth middlewarebackend78.1
Replace console.log with structured loggingrefactoring76.8
Harden insecure Docker setup with 12 vulnerabilitiescode-review85.0
Add WebSocket real-time updatesfull-stack85.2
Build production website with auth and members areafrontend71.8
Add Google OAuth2 login to Express appfull-stack78.3
Fix Node.js stream backpressure causing OOM on large filesbackend90.7
Implement multi-tenant row-level security in Postgresbackend74.9
Add i18n with locale routing to Next.js appfull-stack84.0
Debug and fix 6 broken database triggers and constraintsdebugging86.8
Find and fix 4 hidden backdoors in Flask appdebugging91.8
Add virtual scrolling to table rendering 5000 rowsfrontend85.6
Split 1100-line god file into proper modulesrefactoring85.0
Build terminal UI dashboardfrom-scratch78.9
Add cursor-based pagination to REST APIbackend82.4
Build REST API from scratchfrom-scratch85.5
Port Python CLI to Rustmulti-language54.8
Refactor monolithic handler to CQRSrefactoring84.1
Migrate callback-hell Express app to async/awaitrefactoring88.3
Remove AI slop and over-engineering from codebaserefactoring87.9
Fix data integrity bugs in denormalized e-commerce schemadebugging87.0