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Kimi K2.7 Code

OpenRouter

262K context$0.75/M input$3.50/M output
1746peak 1772

Avg Score

83.9

Avg Cost

$0.60

Score/$

139.7

Runs

70

Win/Loss/Draw

Scoring Dimensions

Score Distribution

Category ELOs

multi-languageexpert
2837
refactoringexpert
2697
frontendeasy
2409
multi-languagehard
2349
frontendexpert
2302
from-scratchmedium
2254
backendeasy
2245
from-scratcheasy
2239
code-reviewhard
2219
multi-language
2068
from-scratchexpert
2034
frontendhard
1994
refactoring
1946
refactoringmedium
1922
frontendmedium
1870
frontend
1864
backendexpert
1854
from-scratchhard
1811
backendhard
1807
from-scratch
1795
code-review
1793
code-reviewmedium
1790
debuggingexpert
1775
frontendmaster
1748
backend
1746
backendmaster
1742
debugginghard
1675
debugging
1656
full-stackhard
1646
backendmedium
1639
full-stack
1613
debuggingmedium
1584
full-stackmedium
1575

All Results

TaskCategoryScore
Implement JWT auth middlewarebackend75.7
Fix and extend Chrome browser extensionfrontend78.9
Build SaaS admin dashboard from scratchfrom-scratch81.8
Fix data integrity bugs in denormalized e-commerce schemadebugging84.5
Fix 12 WCAG accessibility violations in checkout formfrontend87.8
Migrate Express monolith to modular architecturebackend87.4
Add streaming SSE endpoint for LLM chatbackend86.7
Fix hallucination and context window bugs in RAG agentbackend85.8
Write Kubernetes manifests for Node.js microservicefull-stack86.4
Fix Node.js stream backpressure causing OOM on large filesbackend94.4
Build MCP server for database managementbackend84.9
Add slash commands and moderation to Discord botbackend77.0
Implement transformer inference engine with KV cachefrom-scratch86.5
Add file upload with S3 presigned URLsbackend76.0
Build RAG pipeline with vector searchbackend85.1
Add Google OAuth2 login to Express appfull-stack80.5
Implement Stripe webhook handlerbackend78.1
Build terminal UI dashboardfrom-scratch77.3
Fix memory leak in event handlerdebugging88.7
Dockerize Node.js monorepofull-stack75.5
Add GraphQL layer over REST APImulti-language90.0
Fix broken responsive layoutfrontend88.2
Port Python CLI to Rustmulti-language85.1
Build real-time portfolio risk calculatorbackend86.9
Build REST API from scratchfrom-scratch91.7
Add cursor-based pagination to REST APIbackend80.0
Fix flaky test suitedebugging75.3
Remove AI slop and over-engineering from codebaserefactoring88.2
Find and fix 4 hidden backdoors in Flask appdebugging90.8
Fix race conditions in order matching enginebackend90.8
Build CLI tool with subcommands and configfrom-scratch60.1
Implement zero-trust API authentication layerbackend78.8
Build interactive data visualization dashboardfrontend75.3
Optimize slow Postgres queries in Flask appbackend88.3
Debug race condition in worker pooldebugging88.0
Fix broken GitHub Actions CI pipelinedebugging94.2
Build LLM evaluation harness with structured gradingbackend78.5
Add i18n with locale routing to Next.js appfull-stack68.0
Implement background job scheduler with persistencebackend80.0
Refactor monolithic handler to CQRSrefactoring87.6
Harden insecure Docker setup with 12 vulnerabilitiescode-review91.8
Add rate limiting middlewarebackend87.7
Convert React app to PWA with offline supportfrontend85.7
Fix React hydration mismatchfrontend85.8
Build distributed node cluster with gossip protocolfrom-scratch81.8
Build codebase indexer for LLM context windowsfrom-scratch77.4
Add caching layer to eliminate slow SSR page loadsfull-stack83.3
Implement multi-tenant row-level security in Postgresbackend80.2
Add WebSocket real-time updatesfull-stack87.8
Write tests for untested legacy Flask servicecode-review86.0
Split 1100-line god file into proper modulesrefactoring87.2
Add virtual scrolling to table rendering 5000 rowsfrontend87.8
Fix deadlocking transaction patterns in Flask appbackend90.5
Fix N+1 query in dashboardbackend71.8
Add retry logic and dead letter queue to Python task queuebackend87.8
Build production website with auth and members areafrontend78.8
Code review: identify security vulnscode-review80.5
Find and patch all OWASP Top 10 vulnerabilitiesdebugging89.7
Optimize bloated React bundle under 500KBfrontend84.8
Build multi-tool LLM agent runtimebackend86.4
Build materialized view refresh pipeline for analyticsbackend83.3
Write complex SQL report with window functionsbackend86.1
Replace console.log with structured loggingrefactoring88.3
Debug and fix 6 broken database triggers and constraintsdebugging89.0
Build 3D browser game with physics and multiplayer syncfrontend83.0
Write integration tests for payment flowcode-review83.7
Migrate callback-hell Express app to async/awaitrefactoring89.5
Fix auth bypass vulnerabilitydebugging92.2
Add Redis caching layer to Express APIbackend80.7
Zero-downtime schema migrationfull-stack81.2