LegitShow is the trusted source on every newly launched software product: what it does, who it’s for, how it actually holds up, and whether the AI engines are already reading it. Built to be what AI cites.

Web apps, SaaS, AI tools, MCP servers and developer tools. How we measure →

Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

Cross-links · Directory · Reports · Insights · What AI reads · Methodology · About

Privacy · Terms · @Legit_Show on X · GitHub · operated by Madeflo Inc., a Delaware corporation. Benchmark engine powered by commit.show.

Ranked by measurement

Best AI coding agent

80 tested · top 80 shown

17 more could only be measured on fewer than five frames, so they are not ranked here — a partial average is not comparable with a full one.

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 35median 80best 100
  1. 1
    Hyper
    Hyper is an autonomous coding agent that plans, executes, and submits PRs on real GitHub repos.
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 100
    2 not assessed
    hyper.asiflow.ai · measured 2026-11-10
    5/7 frames
  2. 2
    Keelen
    Keelen is an autonomous AI coding loop that runs against your GitHub repository around the clock.
    Perf 98
    Acce 97
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 100
    keelen.ai · measured 2026-11-05
    7/7 frames
  3. 3
    Omnirush
    Omnirush gives free access to frontier AI models via a desktop app or CLI tool.
    Perf 97
    Acce 100
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 100
    omnirush.ai · measured 2026-11-06
    7/7 frames
  4. 4
    Castforge
    Castforge is a desktop workspace that runs a team of AI coding agents on your machine.
    Perf 93
    Acce 93
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 100
    castforge.ai · measured 2026-10-27
    7/7 frames
  5. 5
    Operum
    Operum is an AI team orchestration tool that manages software development agents.
    Perf 93
    Acce 93
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 100
    operum.ai · measured 2026-10-27
    7/7 frames
  6. 6
    CodePress
    CodePress is a cloud platform that runs AI coding agents for software teams.
    Perf 99
    Acce 100
    Sec 80
    Priv 100
    Rel 100
    Std 92
    Disc 100
    codepress.dev · measured 2026-10-28
    7/7 frames
  7. 7
    Cupid
    AI coding CLI that routes each task step to the cheapest suitable model automatically.
    Perf 87
    Acce 96
    Sec 100
    Priv 100
    Rel 100
    Std 86
    Disc 100
    cupidcode.ai · measured 2026-10-30
    7/7 frames
  8. 8
    Augment Code
    Augment Code is an AI coding assistant platform for software development teams.
    Perf 93
    Acce 91
    Sec 90
    Priv 100
    Rel 100
    Std 89
    Disc 100
    augmentcode.com · measured 2026-11-01
    7/7 frames
  9. 9
    Ovren
    Ovren makes small coding changes to your existing product without waiting on developers.
    Perf 99
    Acce 99
    Sec 100
    Priv 100
    Rel 75
    Std 92
    Disc 100
    ovren.ai · measured 2026-11-08
    7/7 frames
  10. 10
    RAME Code
    Free, open-source, local-first AI coding agent extension for Visual Studio Code.
    Perf 99
    Acce 95
    Sec 80
    Priv 100
    Rel 100
    Std 92
    Disc 100
    ramecode.com · measured 2026-11-07
    7/7 frames
  11. 11
    Caider
    Caider turns GitHub issues into merged pull requests using your own coding agent.
    Perf 98
    Acce 86
    Sec 100
    Priv 100
    Rel 100
    Std 86
    Disc 90
    caider.dev · measured 2026-11-02
    7/7 frames
  12. 12
    CodeLazr
    Browser-based AI coding agent that reads, edits, and commits via the GitHub API.
    Perf 97
    Acce 96
    Sec 100
    Priv 75
    Rel 100
    Std 92
    Disc 100
    codelazr.com · measured 2026-10-31
    7/7 frames
  13. 13
    mcptask.online
    MCP Task provides AI developer seats for software teams on a subscription plan.
    Perf 91
    Acce 86
    Sec 80
    Priv 100
    Rel 100
    Std 92
    Disc 100
    mcptask.online · measured 2026-10-27
    7/7 frames
  14. 14
    Orbi
    Orbi is a GitHub-native automated delivery agent that turns labeled issues into merged code.
    Perf 81
    Acce 97
    Sec 80
    Priv 100
    Rel 100
    Std 92
    Disc 100
    orbi.build · measured 2026-10-28
    7/7 frames
  15. 15
    TheGitAI
    AI coding agent for the terminal that works with real repositories.
    Perf 65
    Acce 96
    Sec 100
    Priv 100
    Rel 100
    Std 89
    Disc 100
    thegit.ai · measured 2026-11-10
    7/7 frames
  16. 16
    Clixad
    Clixad is a free AI coding agent that runs in your terminal, funded by advertisers.
    Perf 100
    Acce 100
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 100
    clixad.io · measured 2026-11-01
    7/7 frames
  17. 17
    Codend
    Codend is an AI coding agent that turns task descriptions into pull requests.
    Perf 72
    Acce 93
    Sec 100
    Priv 100
    Rel 75
    Std 97
    Disc 100
    codend.dev · measured 2026-11-08
    7/7 frames
  18. 18
    Zerg
    ZTC is an AI coding agent that runs in your terminal and desktop to plan, edit, and test code.
    Perf 66
    Acce 96
    Sec 100
    Priv 100
    Rel 100
    Std 89
    Disc 85
    zergai.com · measured 2026-11-06
    7/7 frames
  19. 19
    Zeus AI
    Zeus AI is an AI software engineering workspace for uploading, analyzing, and modifying codebases.
    Perf 97
    Acce 89
    Sec 45
    Priv 100
    Rel 100
    Std 90
    Disc 100
    zeusai.website · measured 2026-11-05
    7/7 frames
  20. 20
    Kolega Labs
    Local-first, provider-agnostic coding agent for large-scale engineering tasks.
    Perf 97
    Acce 94
    Sec 25
    Priv 100
    Rel 100
    Std 100
    Disc 100
    kolega.ai · measured 2026-11-01
    7/7 frames
  21. 21
    Overbrilliant
    Overbrilliant is an open-source CLI coding assistant with optional hosted frontier model plans.
    Perf 95
    Acce 96
    Sec 45
    Priv 100
    Rel 100
    Std 89
    Disc 90
    overbrilliant.com · measured 2026-11-02
    7/7 frames
  22. 22
    AIRUNCODE
    AIRUNCODE — The agent runtime that lives on your machine. Voice-driven code agents, every AI provider at origi
    Perf 66
    Acce 90
    Sec 100
    Priv 100
    Rel 75
    Std 94
    Disc 85
    airuncode.com · measured 2026-11-09
    7/7 frames
  23. 23
    FULCRUMAXE
    A self-hosted autonomous agent team that turns GitHub Discussions into merged pull requests.
    Perf 98
    Acce 96
    Sec 100
    Priv 25
    Rel 100
    Std 89
    Disc 100
    fulcrumaxe.dev · measured 2026-11-03
    7/7 frames
  24. 24
    y
    y is a malleable coding agent app for Mac that can rewrite itself on demand.
    Perf 100
    Acce 92
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 100
    ytimesy.com · measured 2026-10-31
    7/7 frames
  25. 25
    Aether
    Aether runs autonomous coding agents in a cloud devbox you can watch and steer.
    Perf 69
    Acce 97
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 100
    runaether.dev · measured 2026-10-29
    7/7 frames
  26. 26
    Alcubi
    Delegator is a local CLI tool for delegating coding tasks to multiple AI agents concurrently.
    Perf 98
    Acce 96
    Sec 60
    Priv 70
    Rel 100
    Std 100
    Disc 75
    alcubi.ai · measured 2026-10-30
    7/7 frames
  27. 27
    Autohand
    Autohand AI builds AI coding agents and governed software factories.
    Perf 72
    Acce 99
    Sec 45
    Priv 100
    Rel 100
    Std 89
    Disc 100
    autohandai.com · measured 2026-11-02
    7/7 frames
  28. 28
    Devin
    Devin is an AI software engineer available as a subscription coding tool.
    Perf 84
    Acce 87
    Sec 70
    Priv 70
    Rel 100
    Std 89
    Disc 100
    devin.ai · measured 2026-11-01
    7/7 frames
  29. 29
    Jern
    Jern Cloud runs coding-agent sessions on isolated machines and delivers pull requests for review.
    Perf 99
    Acce 96
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 70
    jern.ai · measured 2026-11-09
    7/7 frames
  30. 30
    no_human
    An AI coding agent that takes tickets and opens reviewed pull requests without merging.
    Perf 90
    Acce 96
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 100
    getnohuman.com · measured 2026-10-31
    7/7 frames
  31. 31
    Agav
    Terminal-native AI coding assistant for real repositories. Inspect code, edit files, run tests, and verify cha
    Perf 99
    Acce 96
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 85
    agav.dev · measured 2026-11-09
    7/7 frames
  32. 32
    OpenABCode
    LLM-routing coding agent that directs tasks to the best-suited AI model.
    Perf 94
    Acce 96
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 90
    openabcode.com · measured 2026-10-31
    7/7 frames
  33. 33
    SagentLab
    Navarch is a managed coding-agent platform that handles repository setup and task delivery.
    Perf 72
    Acce 100
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 100
    sagentlab.com · measured 2026-11-03
    7/7 frames
  34. 34
    bise
    A multi-agent coding harness that manages agents so you stay in flow.
    Perf 77
    Acce 95
    Sec 45
    Priv 70
    Rel 100
    Std 92
    Disc 100
    bise.dev · measured 2026-10-02
    7/7 frames
  35. 35
    Cline
    Cline is an open-source AI coding agent for VS Code, terminal, and SDK use.
    Perf 69
    Acce 96
    Sec 80
    Priv 45
    Rel 100
    Std 86
    Disc 100
    cline.bot · measured 2026-10-18
    7/7 frames
  36. 36
    Kilo
    Open source AI coding agent for VS Code, JetBrains, CLI, and cloud.
    Perf 42
    Acce 92
    Sec 70
    Priv 75
    Rel 100
    Std 97
    Disc 100
    kilo.ai · measured 2026-11-05
    7/7 frames
  37. 37
    RaptorCode
    RaptorCode is a terminal-based autonomous coding agent that runs specialist agents in parallel.
    Perf 95
    Acce 94
    Sec 25
    Priv 70
    Rel 100
    Std 92
    Disc 90
    raptorcode.dev · measured 2026-10-27
    7/7 frames
  38. 38
    Delta
    Delta is a multiplayer coding environment that keeps agent conversations and code changes together.
    Perf 73
    Acce 96
    Sec 100
    Priv 25
    Rel 100
    Std 92
    Disc 75
    delta.dev · measured 2026-10-31
    7/7 frames
  39. 39
    OpenHands
    Open-source platform for building and running cloud coding agents.
    Sec 80
    Priv 45
    Rel 100
    Std 75
    Disc 100
    2 not assessed
    openhands.dev · measured 2026-11-04
    5/7 frames
  40. 40
    Poolside
    Poolside builds foundation models and AI agents for enterprise software development.
    Sec 45
    Priv 70
    Rel 100
    Std 100
    Disc 85
    2 not assessed
    poolside.ai · measured 2026-10-14
    5/7 frames
  41. 41
    vibeCodeCLI
    A free CLI agent for data engineering and coding that runs in your terminal.
    Perf 72
    Acce 98
    Sec 25
    Priv 75
    Rel 100
    Std 92
    Disc 100
    vibecodecli.com · measured 2026-10-31
    7/7 frames
  42. 42
    ZCode
    ZCode is an AI-powered coding agent tool for multi-agent software development.
    Perf 97
    Acce 84
    Sec 25
    Priv 75
    Rel 100
    Std 92
    Disc 85
    zcode.z.ai · measured 2026-11-03
    7/7 frames
  43. 43
    AGENA
    AI agents that resolve Sentry, Jira, and Azure DevOps tickets by opening GitHub PRs.
    Perf 81
    Acce 95
    Sec 80
    Priv 0
    Rel 100
    Std 100
    Disc 100
    agena.dev · measured 2026-11-06
    7/7 frames
  44. 44
    Devin
    Devin is an AI coding assistant with local and cloud agents for software development.
    Perf 56
    Acce 87
    Sec 70
    Priv 75
    Rel 75
    Std 89
    Disc 100
    windsurf.com · measured 2026-10-14
    7/7 frames
  45. 45
    Grist
    Grist is an AI coding agent that can edit files and run commands on your machine.
    Perf 98
    Acce 91
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 45
    grist.lol · measured 2026-11-10
    7/7 frames
  46. 46
    MindFlock
    MindFlock — Local, private ticket-to-PR. A ticket assigned to you in Jira, Linear, GitHub Issues, Shortcut or
    Perf 98
    Acce 95
    Sec 25
    Priv 70
    Rel 100
    Std 92
    Disc 75
    mindflock.ai · measured 2026-10-29
    7/7 frames
  47. 47
    LazyCodex
    Agent harness that brings goal-driven, verified task execution to OpenAI Codex.
    Perf 99
    Acce 100
    Sec 25
    Priv 25
    Rel 100
    Std 100
    Disc 100
    lazycodex.ai · measured 2026-11-05
    7/7 frames
  48. 48
    Pi Coding Agent
    Pi is a minimal, customizable coding agent harness for the command line.
    Perf 92
    Acce 94
    Sec 80
    Priv 25
    Rel 100
    Std 92
    Disc 60
    pi.dev · measured 2026-10-28
    7/7 frames
  49. 49
    miniagent
    A minimal Bash coding agent delivered as a single shell script.
    Perf 100
    Acce 100
    Sec 80
    Priv 25
    Rel 92
    Std 79
    Disc 60
    miniagent.sh · measured 2026-11-10
    7/7 frames
  50. 50
    openclaude
    openclaude is an open-source coding agent CLI that works with any AI model.
    Perf 99
    Acce 91
    Sec 45
    Priv 25
    Rel 100
    Std 92
    Disc 90
    openclaude.gitlawb.com · measured 2026-11-03
    7/7 frames
  51. 51
    openheim
    Open-source Rust LLM agent with multi-provider and protocol support.
    Perf 98
    Acce 91
    Sec 60
    Priv 25
    Rel 75
    Std 92
    Disc 100
    openheim.io · measured 2026-11-08
    7/7 frames
  52. 52
    UstaWork
    UstaWork coordinates AI agents to plan, build, test, and ship software with your approval.
    Perf 67
    Acce 93
    Sec 100
    Priv 25
    Rel 75
    Std 97
    Disc 85
    ustawork.com · measured 2026-10-28
    7/7 frames
  53. 53
    wcagent
    VS Code extension that adds repository context and verification to AI-assisted coding.
    Perf 88
    Acce 100
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 35
    wcagent.ai · measured 2026-11-02
    7/7 frames
  54. 54
    radian
    Radian is a fast, single-binary coding agent built in Rust for pipeline use.
    Perf 99
    Acce 90
    Sec 25
    Priv 25
    Rel 100
    Std 92
    Disc 100
    getrad.dev · measured 2026-11-10
    7/7 frames
  55. 55
    Zero
    The coding agent that answers to you, your model, your machine, your rules.
    Perf 97
    Acce 100
    Sec 45
    Priv 25
    Rel 92
    Std 92
    Disc 75
    zero.gitlawb.com · measured 2026-11-07
    7/7 frames
  56. 56
    Coderrr
    CLI coding agent that writes a plan and waits for approval before editing any files.
    Perf 86
    Acce 94
    Sec 45
    Priv 25
    Rel 100
    Std 100
    Disc 60
    coderrr.aksn.fun · measured 2026-10-14
    7/7 frames
  57. 57
    Reika
    Command-line coding agent built to work reliably with small local and hosted AI models.
    Perf 73
    Acce 93
    Sec 25
    Priv 25
    Rel 100
    Std 92
    Disc 100
    reikacode.com · measured 2026-11-01
    7/7 frames
  58. 58
    Wavefunction
    Wavefunction is a free, open-source coding agent app for macOS.
    Perf 98
    Acce 100
    Sec 45
    Priv 25
    Rel 92
    Std 92
    Disc 60
    wavefunction.si · measured 2026-10-29
    7/7 frames
  59. 59
    psi
    psi is a portable, terminal-based coding agent distributed as a single small binary.
    Perf 98
    Acce 100
    Sec 25
    Priv 25
    Rel 92
    Std 92
    Disc 75
    psicode.ai · measured 2026-11-08
    7/7 frames
  60. 60
    rig
    rig is a single-binary AI coding agent that runs against any OpenAI-compatible model.
    Perf 99
    Acce 95
    Sec 25
    Priv 25
    Rel 92
    Std 92
    Disc 75
    tryrig.ai · measured 2026-11-06
    7/7 frames
  61. 61
    AgentLoop
    AgentLoop runs unattended coding loops on your local machine using Codex workers and an independent critic.
    Perf 89
    Acce 91
    Sec 45
    Priv 25
    Rel 92
    Std 92
    Disc 60
    agentloop.tools · measured 2026-11-10
    7/7 frames
  62. 62
    Reasonix
    DeepSeek-native coding agent that runs in your terminal with cache-optimised sessions.
    Perf 84
    Acce 95
    Sec 25
    Priv 25
    Rel 100
    Std 77
    Disc 90
    reasonix.io · measured 2026-10-31
    7/7 frames
  63. 63
    CLAURST
    Claurst is a native agentic coding tool for developers on macOS, Linux, and Windows.
    Perf 100
    Acce 92
    Sec 25
    Priv 25
    Rel 92
    Std 92
    Disc 60
    claurst.kuber.studio · measured 2026-10-31
    7/7 frames
  64. 64
    Fabrika
    Fabrika is an opinionated, multi-agent software factory for producing reviewed, production-ready code.
    Perf 78
    Acce 95
    Sec 25
    Priv 0
    Rel 100
    Std 92
    Disc 85
    tatiyants.com · measured 2026-11-01
    7/7 frames
  65. 65
    Gemini CLI
    Command-line tool for building, debugging, and deploying code with AI assistance.
    Perf 64
    Acce 91
    Sec 45
    Priv 30
    Rel 100
    Std 92
    Disc 55
    geminicli.com · measured 2026-10-28
    7/7 frames
  66. 66
    AdaL
    AdaL is a coding agent focused on go-to-market product development from the codebase.
    Perf 53
    Acce 93
    Sec 25
    Priv 25
    Rel 75
    Std 100
    Disc 100
    adalagent.ai · measured 2026-11-02
    7/7 frames
  67. 67
    Avriz
    Avriz provides a private cloud machine with a coding agent that builds and deploys software via voice.
    Perf 100
    Acce 100
    Sec 25
    Priv 25
    Rel 67
    Std 92
    Disc 57
    avriz.io · measured 2026-10-27
    7/7 frames
  68. 68
    goose
    Goose is an open source, general-purpose AI agent for desktop, CLI, and API use.
    Perf 58
    Acce 100
    Sec 45
    Priv 0
    Rel 100
    Std 76
    Disc 85
    goose-docs.ai · measured 2026-10-30
    7/7 frames
  69. 69
    MEGA
    MEGA explores autonomous product development using AI coding agents.
    Perf 37
    Acce 97
    Sec 45
    Priv 0
    Rel 100
    Std 100
    Disc 85
    mega.dev · measured 2026-10-31
    7/7 frames
  70. 70
    snippet
    Snippet is a local coding agent team you control from phone, terminal, or desk.
    Perf 54
    Acce 95
    Sec 45
    Priv 25
    Rel 75
    Std 100
    Disc 70
    snippet.wacht.dev · measured 2026-10-27
    7/7 frames
  71. 71
    JameClaw
    JameClaw is an open-source CLI tool for running autonomous, multi-step AI agents locally.
    Perf 70
    Acce 92
    Sec 45
    Priv 25
    Rel 92
    Std 92
    Disc 40
    jameclaw.xyz · measured 2026-10-29
    7/7 frames
  72. 72
    Veles
    Veles is a terminal-native AI agent that builds persistent per-project memory across sessions.
    Perf 100
    Acce 91
    Sec 25
    Priv 25
    Rel 92
    Std 70
    Disc 50
    veles.denxvd.com · measured 2026-11-05
    7/7 frames
  73. 73
    Claw-Coder
    Claw-Coder is a local-first AI coding agent that runs entirely on your machine.
    Perf 97
    Acce 85
    Sec 45
    Priv 25
    Rel 92
    Std 85
    Disc 15
    openmindedai.org · measured 2026-11-04
    7/7 frames
  74. 74
    Mercury Agent
    An AI terminal agent that thinks, acts, and asks permission before making changes.
    Perf 99
    Acce 90
    Sec 25
    Priv 25
    Rel 92
    Std 70
    Disc 40
    mercuryagent.sh · measured 2026-11-06
    7/7 frames
  75. 75
    Mastra Factory
    Open source environment for building software with coding agents via GitHub.
    Perf 62
    Acce 97
    Sec 45
    Priv 25
    Rel 92
    Std 70
    Disc 40
    factory.mastra.ai · measured 2026-10-29
    7/7 frames
  76. 76
    NascentAI
    GitHub-integrated AI coding agent that drafts a plan before writing any code.
    Sec 45
    Priv 25
    Rel 92
    Std 75
    Disc 70
    2 not assessed
    nascentai.vercel.app · measured 2026-11-06
    5/7 frames
  77. 77
    Benzi
    Benzi is an AI coding agent benchmarked on bug-fixing across 24 real GitHub issues.
    Perf 96
    Acce 92
    Sec 25
    Priv 25
    Rel 92
    Std 77
    Disc 15
    benzi.fly.dev · measured 2026-10-28
    7/7 frames
  78. 78
    cxagent
    cxagent is a multi-agent coding workbench that runs in the terminal.
    Perf 100
    Acce 55
    Sec 45
    Priv 25
    Rel 47
    Std 64
    Disc 15
    nickprotop.github.io · measured 2026-11-04
    7/7 frames
  79. 79
    Harness
    Harness is a CLI tool that finds, implements, and verifies code changes end to end.
    Sec 25
    Priv 25
    Rel 92
    Std 75
    Disc 35
    2 not assessed
    harness.selimsandal.com · measured 2026-11-01
    5/7 frames
  80. 80
    Kimi Code CLI
    Kimi Code CLI is a command-line agent tool for coding and project workflows.
    Sec 45
    Priv 25
    Rel 92
    Std 0
    Disc 15
    2 not assessed
    moonshotai.github.io · measured 2026-11-01
    5/7 frames
What this does not say
This ranks how production-ready each product's public surface is — not how well it does its job. For ai coding agent, that means it does not measure the quality of the work itself. Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

All measured categories → · Browse the directory →