Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| Claude | #1 | #3 | #6 | |
| GitHub CopilotTop pick | #5 | #1 | #1 | |
| Codex | #3 | #11 | #2 | |
| Cursor | #2 | #2 | #7 | |
| Looker | #4 | #12 | #3 | |
| Gemini Code Assist | #8 | #4 | #4 | |
| Amazon Q Developer | #7 | #5 | #5 | |
| Devin | #9 | #8 | #10 | |
| Tabnine | #10 | #9 | #8 | |
| Kiro | #6 | #6 | — | |
| GitLab | — | #7 | #9 | |
| JetBrains AI Assistant | — | #10 | — | |
| Augment Code | #11 | — | — | |
| Qodo | #12 | — | — |
Responses
What each engine answered, and how the shortlist moved.
- Claude — As of November 2026, the strongest analyst-backed shortlist of AI coding assistant vendors includes GitHub, Anthropic, Cursor, OpenAI, Google, Amazon Web Services (AWS), and Cognition.
- Cursor — As of November 2026, the strongest analyst-backed shortlist of AI coding assistant vendors includes GitHub, Anthropic, Cursor, OpenAI, Google, Amazon Web Services (AWS), and Cognition.
- Codex — As of November 2026, the strongest analyst-backed shortlist of AI coding assistant vendors includes GitHub, Anthropic, Cursor, OpenAI, Google, Amazon Web Services (AWS), and Cognition.
- Looker — As of November 2026, the strongest analyst-backed shortlist of AI coding assistant vendors includes GitHub, Anthropic, Cursor, OpenAI, Google, Amazon Web Services (AWS), and Cognition.
- GitHub Copilot — Gartner – AI Coding Agent Buying Guide for Claude Code, Codex, Cursor and GitHub Copilot (September 2026).
- Kiro — AWS Kiro: AWS-centric enterprise development.
- Amazon Q Developer
- Gemini Code Assist
- Devin
- Tabnine
- Augment Code — I would then include Google and Augment Code as additional contenders.
- Qodo
Analysts most consistently recommend these AI coding assistant vendors:
- GitHub Copilot — GitHub (Copilot) — the strongest enterprise default, especially for organizations standardized on GitHub or VS Code; analysts cite its broad integration, governance, and distribution.
- Cursor — Anysphere (Cursor) — frequently recommended for an AI-native IDE, repository awareness, and day-to-day multi-file development.
- Claude — Anthropic (Claude Code) — commonly recommended for complex, agentic, whole-repository work, particularly in terminal-first workflows.
- Gemini Code Assist — Google Cloud (Gemini Code Assist) — a strong fit for Google Cloud-centric organizations needing GCP and Workspace integration.
- Amazon Q Developer — Amazon Web Services (Amazon Q Developer/Kiro) — worth considering for AWS-heavy enterprises and teams prioritizing cloud-platform integration.
- Kiro — Amazon Web Services (Amazon Q Developer/Kiro) — worth considering for AWS-heavy enterprises and teams prioritizing cloud-platform integration.
- GitLab — GitLab (Duo) — an enterprise leader for organizations already using GitLab’s software-development platform.
- Devin — Cognition (Windsurf/Devin) — recommended for more autonomous agentic development, though its fit depends on governance and workflow requirements.
- Tabnine — Tabnine — particularly recommended for regulated, privacy-sensitive, or air-gapped deployments.
- JetBrains AI Assistant — JetBrains (AI Assistant/Junie) — a natural choice for teams standardized on JetBrains IDEs.
- Codex — OpenAI (Codex) — increasingly recommended for cloud-based or parallel coding-agent workflows, though it appears less consistently in enterprise analyst lists.
- Looker — Google Cloud (Gemini Code Assist) — a strong fit for Google Cloud-centric organizations needing GCP and Workspace integration.
Major technology research and advisory firms (such as Gartner and Forrester ) highlight a rapidly shifting landscape where basic AI code completion has evolved into comprehensive enterprise AI coding assistants and agentic platforms.[](https://www.gartner.com/en/articles/enterprise-ai-coding-agent-market) Analyst evaluations and peer insights place several key vendors at the forefront of enterprise recommendations:
- GitHub Copilot — GitHub Copilot (GitHub / Microsoft) : Recognized consistently as a market leader in execution and vision, highly recommended for broad enterprise rollouts, robust compliance, and seamless integration across mainstream…
- Codex — OpenAI (Codex / Enterprise Solutions) : Positioned as a major enterprise leader with powerful frontier model capabilities deployed widely across large-scale engineering organizations (such as NVIDIA's massive…
- Looker — Google (Gemini Code Assist) : Strongly favored for multi-environment deployments, deep cloud-native ties, and robust context window management within enterprise…
- Gemini Code Assist — Google (Gemini Code Assist) : Strongly favored for multi-environment deployments, deep cloud-native ties, and robust context window management within enterprise…
- Amazon Q Developer — Amazon Web Services (Amazon Q Developer) : Highly rated by enterprise users for cloud-integrated development, infrastructure-as-code assistance, and deep AWS ecosystem…
- Claude — Anthropic (Claude Code) : Achieving top-tier peer review scores for advanced reasoning, complex codebase understanding, and autonomous routine task automation.[](https://www.gartner.com/reviews/market/enterprise-ai-…
- Cursor — Cursor : Gaining significant momentum and high user satisfaction scores as an AI-native IDE built explicitly to handle massive, complex codebases using multi-model…
- Tabnine — Specialized & Enterprise Alternatives : Tools like Tabnine (focused heavily on privacy and secure code completion), GitLab Duo (for integrated DevSecOps pipelines), and agentic platforms like Cognition (Devin) are noted…
- GitLab — Specialized & Enterprise Alternatives : Tools like Tabnine (focused heavily on privacy and secure code completion), GitLab Duo (for integrated DevSecOps pipelines), and agentic platforms like Cognition (Devin) are noted…
- Devin — Specialized & Enterprise Alternatives : Tools like Tabnine (focused heavily on privacy and secure code completion), GitLab Duo (for integrated DevSecOps pipelines), and agentic platforms like Cognition (Devin) are noted…
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| gartner.com | Analyst | 8 | ChatGPT, Perplexity, Google AI Mode |
| agentmarketcap.ai | Web | 1 | Perplexity |
| automationswitch.com | Web | 1 | Perplexity |
| ciopages.com | Web | 1 | Perplexity |
| citehawk.com | Web | 1 | Perplexity |
| cloudwards.net | Web | 1 | Perplexity |
| dev.to | Web | 1 | Perplexity |
| forrester.com | Analyst | 1 | ChatGPT |
| g2.com | Review site | 1 | Perplexity |
| github.blog | Web | 1 | ChatGPT |
| litmustools.com | Web | 1 | Perplexity |
| stacksheriff.com | Web | 1 | Perplexity |