datasetCODING • DATA-DRIVEN SUB-LIST

Coding AI Tools Five-Dimension Score Matrix

55 Coding AI tools scored on quality, features, usability, performance and value, plus the overall AirecMark score. Row order: score.overall desc. Scores as of 2026-09-17.

TOOLS LISTED
55
FREE-TIER TOOLS
41
CATEGORIES
1
SCORES AS OF
2026-09-17
Five fixed dimensions (quality → features → usability → performance → value) plus the overall score. No new scores are computed on this page; every cell is quoted from the tool archive (dims v2-5dim, as of 2026-09-17).
SORT: SCORE.OVERALL DESC

55 tools listed

Scores as of 2026-09-17 • AirecMark archive data
C
#01

Cursor

Coding FREEMIUM
AIREC_SCORE
89.2

Forked VS Code AI-native code editor

GC
Coding FREEMIUM
AIREC_SCORE
88.1

Enterprise-grade inline + agent coding

CC
Coding SUBSCRIPTION
AIREC_SCORE
86.1

Terminal-native autonomous coding agent

Z
#04

Zed

Coding FREEMIUM
AIREC_SCORE
86.1

AI-native high-performance collaborative code editor

A
#05

Aider

Coding FREE
AIREC_SCORE
86

Open-source git-paired CLI pair programmer

OC
Coding FREEMIUM
AIREC_SCORE
84.6

Cloud software-engineering agent bundled with ChatGPT plans

AQ
Coding FREEMIUM
AIREC_SCORE
84.3

Generative AI assistant for development in AWS ecosystems

T
#08

Trae

Coding FREE
AIREC_SCORE
84.2

ByteDance free AI-native IDE with agent mode

K
#09

Kilo

Coding FREEMIUM
AIREC_SCORE
84

Open-source VS Code coding agent (Kilo Code) with 500+ models

BA
#10

Bito AI

Coding SUBSCRIPTION
AIREC_SCORE
83.9

AI code reviews plus a codebase knowledge graph (AI Architect)

W
#11

Windsurf

Coding FREEMIUM
AIREC_SCORE
83.9

Cascade Flow agentic IDE

C
#12

Cline

Coding FREEMIUM
AIREC_SCORE
83.7

Open-source agentic coding extension for VS Code with BYOK

JA
Coding FREEMIUM
AIREC_SCORE
83.4

AI agents and assistant across all JetBrains IDEs on an AI-credit model

S
#14

Sourcery

Coding FREEMIUM
AIREC_SCORE
83.4

AI code review and refactoring for GitHub, GitLab and IDEs

C
Coding FREEMIUM
AIREC_SCORE
83.2

Agentic AI pull-request review with one-click fixes

KA
#16

Korbit AI

Coding FREEMIUM
AIREC_SCORE
82.8

PR-level AI code review with insights and codebase chat

T
#17

Tabby

Coding FREEMIUM
AIREC_SCORE
82.6

Self-hosted, open-source code completion with a cloud option

T
#18

Tabnine

Coding FREEMIUM
AIREC_SCORE
82.5

Privacy-first AI coding assistant with org-tuned private models

C
#19

Continue

Coding FREEMIUM
AIREC_SCORE
82.3

Open-source IDE coding assistant (acquired by Cursor)

G
#20

Greptile

Coding FREEMIUM
AIREC_SCORE
82.2

Codebase-graph PR reviewer with autonomous test writing

A
#21

Amp

Coding FREEMIUM
AIREC_SCORE
82.1

Sourcegraph agentic coding with transparent API-cost billing

C
#22

Codestral

Coding USAGE
AIREC_SCORE
82

Code completion and fill-in-the-middle model from Mistral AI

W
#23

Warp

Coding FREEMIUM
AIREC_SCORE
81.9

Agentic terminal with AI workflows and cloud agents

RA
Coding USAGE
AIREC_SCORE
81.8

Browser full-stack build & deploy

Z
#25

Zencoder

Coding SUBSCRIPTION
AIREC_SCORE
81.7

AI coding agent platform with multi-repo indexing and BYOK

G
#26

Graphite

Coding FREEMIUM
AIREC_SCORE
81.6

Stacked PRs with AI code review and merge queue

O
#27

OpenHands

Coding FREEMIUM
AIREC_SCORE
81.5

Open-source AI software engineering agent

S
Coding FREEMIUM
AIREC_SCORE
81.4

Low-latency completions with a 1M-token context window

R
#29

Refact.ai

Coding FREEMIUM
AIREC_SCORE
81.2

Self-hostable open-source coding agent with completions

AC
Coding SUBSCRIPTION
AIREC_SCORE
80.7

Cosmos platform: context-engine agents for large codebases

Q
#31

Qodo

Coding SUBSCRIPTION
AIREC_SCORE
80.6

Agentic PR review grounded in a codebase context engine

SC
#32

Snyk Code

Coding FREEMIUM
AIREC_SCORE
80.6

AI-powered static application security testing

M
#33

Moderne

Coding SUBSCRIPTION
AIREC_SCORE
80.4

Deterministic estate-wide code changes powered by OpenRewrite recipes

P
#34

Poolside

Coding FREEMIUM
AIREC_SCORE
80.4

Open-weight code models (Laguna) with self-serve API

J
#35

Jules

Coding FREEMIUM
AIREC_SCORE
79.7

Google async coding agent working directly on GitHub

SC
Coding SUBSCRIPTION
AIREC_SCORE
79.7

Enterprise code AI grounded in the Sourcegraph code graph

SA
Coding SUBSCRIPTION
AIREC_SCORE
79.5

AI code quality assurance and static analysis

Q
#38

Qodana

Coding FREEMIUM
AIREC_SCORE
79.4

JetBrains code quality platform for CI

R
#39

Roomote

Coding FREEMIUM
AIREC_SCORE
79.3

Cloud and self-hosted coding agent from the creators of Roo Code

D
#40

Devin

Coding FREEMIUM
AIREC_SCORE
78.5

Autonomous software engineer for end-to-end development tasks

S
#41

Sweep

Coding FREEMIUM
AIREC_SCORE
77.8

AI for JetBrains IDEs: completions plus coding agent

C
#42

CodeBuddy

Coding FREEMIUM
AIREC_SCORE
77.6

Tencent AI coding assistant and IDE

E
#43

Ellipsis

Coding FREEMIUM
AIREC_SCORE
77.6

AI code review on every pull request

G
#44

Grit

Coding FREE
AIREC_SCORE
77.6

GritQL declarative patterns for large-scale code migration

TL
Coding FREEMIUM
AIREC_SCORE
77.6

Alibaba AI coding assistant powered by Qwen

PF
Coding SUBSCRIPTION
AIREC_SCORE
77.6

On-device long-term memory layer for your work context

C
#47

CodeGeeX

Coding FREEMIUM
AIREC_SCORE
77.1

Zhipu AI multilingual code generation plugin

BC
Coding FREEMIUM
AIREC_SCORE
76.7

Baidu AI coding assistant powered by ERNIE

C
#49

Codeflash

Coding FREEMIUM
AIREC_SCORE
76.4

AI performance optimization with automatic PRs

MA
Coding FREEMIUM
AIREC_SCORE
76.1

AI codebase context completion and refactoring

D
#51

Double

Coding FREEMIUM
AIREC_SCORE
75.1

Batch code editing and migration assistant

C
#52

Charlie

Coding SUBSCRIPTION
AIREC_SCORE
73.2

AI automated E2E testing agent

BA
Coding USAGE
AIREC_SCORE
72.4

Enterprise inference platform routing 300+ models

M
#54

Magic

Coding SUBSCRIPTION
AIREC_SCORE
71.6

Frontier long-context models for software engineering automation

C
#55

Codegen

Coding FREE
AIREC_SCORE
70.9

Multi-agent code platform (discontinued; folded into ClickUp)

Five-dimension score matrix

#ToolOverallQualityFeaturesUsabilityPerformanceValue
#1 Cursor 89.2 93 92 90 88 82
#2 GitHub Copilot 88.1 88 90 90 85 88
#3 Claude Code 86.1 94 88 75 85 84
#4 Zed 86.1 88 84 86 88 84
#5 Aider 86 88 86 72 82 98
#6 OpenAI Codex 84.6 90 88 86 84 74
#7 Amazon Q Developer 84.3 88 86 82 84 80
#8 Trae 84.2 80 82 84 80 96
#9 Kilo 84 84 84 84 82 86
#10 Bito AI 83.9 85 84 82 83 85
#11 Windsurf 83.9 87 85 85 84 78
#12 Cline 83.7 86 84 76 78 92
#13 JetBrains AI Assistant 83.4 84 84 88 84 78
#14 Sourcery 83.4 84 82 85 82 84
#15 CodeRabbit 83.2 86 84 86 84 76
#16 Korbit AI 82.8 84 81 84 81 84
#17 Tabby 82.6 80 76 84 84 90
#18 Tabnine 82.5 84 80 86 85 78
#19 Continue 82.3 82 78 84 80 88
#20 Greptile 82.2 86 82 82 84 76
#21 Amp 82.1 86 80 84 82 78
#22 Codestral 82 86 80 78 84 80
#23 Warp 81.9 84 82 86 84 74
#24 Replit Agent 81.8 82 84 86 78 80
#25 Zencoder 81.7 85 86 80 82 74
#26 Graphite 81.6 84 82 84 82 76
#27 OpenHands 81.5 82 82 76 78 88
#28 Supermaven 81.4 80 74 84 88 82
#29 Refact.ai 81.2 82 78 82 80 84
#30 Augment Code 80.7 86 84 80 82 70
#31 Qodo 80.6 84 82 80 82 74
#32 Snyk Code 80.6 84 82 80 82 74
#33 Moderne 80.4 86 85 74 84 70
#34 Poolside 80.4 84 78 76 80 82
#35 Jules 79.7 82 78 80 80 78
#36 Sourcegraph Cody 79.7 83 84 78 80 72
#37 Sonar AI Code Assurance 79.5 84 82 78 80 72
#38 Qodana 79.4 82 80 78 80 76
#39 Roomote 79.3 82 78 80 80 76
#40 Devin 78.5 82 86 80 76 68
#41 Sweep 77.8 78 76 82 78 76
#42 CodeBuddy 77.6 78 76 78 76 80
#43 Ellipsis 77.6 80 76 80 78 74
#44 Grit 77.6 78 74 70 76 88
#45 Tongyi Lingma 77.6 78 76 78 76 80
#46 Pieces for Developers 77.6 80 80 80 78 70
#47 CodeGeeX 77.1 76 74 78 76 82
#48 Baidu Comate 76.7 76 74 78 76 80
#49 Codeflash 76.4 78 74 78 78 74
#50 Mutable AI 76.1 78 76 76 76 74
#51 Double 75.1 76 74 78 76 72
#52 Charlie 73.2 76 74 76 74 66
#53 Blackbox AI 72.4 74 72 74 72 70
#54 Magic 71.6 78 74 70 74 60
#55 Codegen 70.9 74 74 72 72 62