# Aider AI AI visibility in Autonomous Coding Agents

Canonical: https://devtune.ai/verticals/autonomous-coding-agents/aider-ai

[Website](https://aider.chat/)

Updated: 2026-09-27T01:01:28.489644+00:00
Prompts: 25
Runs: 5


## Platforms

- chatgpt-search
- bing-copilot-search
- google-ai
- perplexity
- google-ai-mode

Rank: 7
Total brands: 17
Measured responses: 125
Presence percent: 4
Share of voice percent: 6.481481481481481
Average position: 2.4285714285714284
Docs presence percent: 4
Blog presence percent: 0
Brand mention percent: 24.8


## Profile

Overview: Aider is a free, open-source AI pair programming tool created by Paul Gauthier and first released in July 2023. It operates as a terminal-based CLI agent that integrates directly with local Git repositories, enabling developers to write, edit, and refactor code across 100+ programming languages using their choice of large language model. Aider builds a structural map of the entire codebase via tree-sitter parsing, supporting contextual multi-file edits without loading every file into context. Every AI-generated change is automatically committed to Git with a descriptive message, providing full auditability and rollback. Licensed under Apache 2.0, Aider has accumulated over 46,000 GitHub stars, 6.8 million PyPI installs, and processes approximately 15 billion tokens per week across its active user base.
Product summary: Aider is a free, open-source, terminal-based AI coding agent that enables developers to pair program with large language models directly inside their local Git repository, automating multi-file code edits, commits, linting, and testing across 100+ languages with broad multi-LLM and local-model support.


### Key capabilities

- Terminal/CLI-based AI pair programming with Git-native diff-and-commit workflow
- Repository mapping via tree-sitter syntax parsing for large codebase context without full file loading
- Broad multi-LLM support: cloud (GPT-5, Claude 4, Gemini 2.5, DeepSeek, Grok) and local models (Ollama, LM Studio)
- Automatic Git commits with descriptive messages after every AI-generated change
- 100+ programming language support
- Automatic linting and test execution with iterative self-correction on failures
- Multiple chat modes: code (default), architect (plan-first), and ask (read-only Q&A)
- Voice-to-code input for hands-free coding requests
- IDE watch-mode integration enabling comment-driven edits from any editor
- Publicly maintained LLM benchmark leaderboards (polyglot and refactoring) for model selection guidance



### Target users

- Terminal-native software developers and engineers
- Open-source contributors and individual developers
- Teams requiring air-gapped or local LLM deployments for data privacy
- Developers seeking model-agnostic, vendor-independent tooling
- Senior engineers who want explicit diff review and Git-integrated AI changes



### Key use cases

- Multi-file code editing and refactoring within existing Git repositories
- Rapid prototyping and bootstrapping new projects from the terminal
- Automated bug fixing with lint and test feedback loops
- Architecture planning via architect mode before writing code
- Adding features or test coverage to existing codebases
- Air-gapped or privacy-sensitive development using locally-hosted LLMs
- Scripting and automating repetitive code changes across a codebase

Integrations ecosystem: Aider connects to a broad range of LLM providers including OpenAI (GPT-4o, o1, o3-mini, GPT-5), Anthropic (Claude 3.7 Sonnet, Claude 4 Sonnet/Opus), Google (Gemini 2.5 Pro/Flash), DeepSeek (R1, V3), xAI (Grok), Groq, Cohere, Azure OpenAI, Amazon Bedrock, Vertex AI, and any OpenAI-compatible API. Local model support is available via Ollama and LM Studio. IDE integration is achieved through a --watch-files mode compatible with any editor and a community VS Code extension. Docker images are published for containerized workflows. GitHub Copilot API can be used as an LLM backend. OpenRouter is also a supported routing layer for additional model access.
Pricing summary: Aider itself is free and open-source (Apache 2.0), installable via pip or Homebrew at no cost. Users pay only their own LLM API provider costs—there is no Aider subscription or per-seat fee. Effective session cost varies by model: DeepSeek V3 can handle tasks for under $1, while frontier models such as Claude Opus 4 or GPT-5 on high reasoning effort cost significantly more. An architect mode that pairs a capable planning model with a cheaper editing model is documented as a cost-reduction strategy for longer sessions.
Review summary: Community sentiment toward Aider is strongly positive among terminal-native and open-source-oriented developers. Users on GitHub, Discord, Reddit, and Hacker News frequently describe it as the best free AI coding assistant, highlighting its Git-native workflow, model flexibility, and substantial productivity gains. Praise focuses on repo-mapping context quality, reliable commit discipline, and capacity to handle real-world multi-file edits. Criticism centers on setup friction (API key management, virtual environments), the absence of a GUI, manual file-context management on large codebases, and output variance across LLM backends. In head-to-head comparisons, Aider is consistently noted as 4.2x more token-efficient than Claude Code on equivalent tasks.
Competitive positioning: Aider occupies a distinctive niche as the leading open-source, terminal-first, Git-native autonomous coding agent. Unlike IDE-integrated tools (Cursor, Copilot) or cloud-hosted agents (Devin, OpenHands), Aider runs entirely in the developer's own environment with their own LLM API keys, offering complete model-agnosticism and air-gapped deployment capability. Its repository-mapping approach via tree-sitter is praised for context retrieval quality over vector-search alternatives used by IDE-first tools. Aider is positioned as the precision, developer-controlled alternative to SaaS-first coding agents, emphasizing auditability, cost control, and workflow fit for terminal-native developers who want explicit diff review tied to Git history.
Limitations: Aider is terminal-only with no native GUI, presenting a learning curve for IDE-first developers. File context is managed manually—users must explicitly add files to the session, which is tedious in large monorepos. There is no built-in visual diff review before changes are written to disk (unlike Cursor's accept/reject flow). Output quality is entirely dependent on the chosen backend LLM and API key availability. Aider supports only Git for version control; SVN and other VCS are not supported. Inline tab completion is absent. Broad multi-model support introduces variability: quality, latency, and cost differ significantly across backends. No enterprise compliance certifications (SOC 2, ISO 42001) exist, limiting adoption in regulated environments without additional security controls.


### Source urls

- https://aider.chat/
- https://github.com/Aider-AI/aider
- https://aider.chat/docs/
- https://grokipedia.com/page/Aider
- https://codegen.com/ai-tools/aider/
- https://vibecodinghub.org/tools/aider
- https://www.blott.com/blog/post/aider-review-a-developers-month-with-this-terminal-based-code-assistant
- https://sider.ai/blog/ai-tools/is-ai-aider-the-best-terminal-coding-assistant-an-honest-review
- https://www.morphllm.com/comparisons/morph-vs-aider-diff
- https://www.augmentcode.com/tools/augment-code-vs-aider-strengths-and-drawbacks
- https://sanj.dev/post/comparing-ai-cli-coding-assistants/
- https://dev.to/stevengonsalvez/2025s-best-ai-coding-tools-real-cost-geeky-value-honest-comparison-4d63

Reviewed at: 2026-06-30T15:20:08.304+00:00


### Customer outcomes





### Reviews breakdown





### Review themes



#### Praised

- Git-native workflow with automatic commits and clean rollback
- Superior repo mapping and context retrieval via tree-sitter
- Broad multi-LLM and local model support with no vendor lock-in
- Significant productivity gains on multi-file edits
- Free and open-source with transparent Apache 2.0 license
- Lightweight footprint requiring no heavyweight IDE plugins
- Active maintenance with frequent public releases
- Calmer, more controlled and inspectable workflow vs. chat-UI agents



#### Criticized

- Terminal-only UX with steep learning curve for GUI-first developers
- Manual file context management tedious on large monorepos
- No built-in visual diff review before writing changes to disk
- API key setup and virtual environment configuration required
- Output quality varies significantly depending on LLM backend chosen
- No enterprise compliance certifications (SOC 2, ISO 42001)
- Git-only version control; no SVN or other VCS support




### Company facts

Founded year: 2023
Hq: Not available


#### Founders

- Paul Gauthier

Employees range: Not available
Total funding: Not available
Valuation: Not available
Arr: Not available
Customer count: Not available
Status: Open-source / Independent


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| OpenAI (Codex CLI / Codex) | 21 | 125 | 16.8 | 3.5 |
| Cursor (Anysphere) | 16 | 125 | 12.8 | 3.272727272727273 |
| Anthropic (Claude Code) | 11 | 125 | 8.799999999999999 | 2.8181818181818183 |
| Augment Code | 9 | 125 | 7.199999999999999 | 5.833333333333333 |
| Cognition (Devin) | 7 | 125 | 5.6000000000000005 | 3.25 |
| All Hands AI (OpenHands) | 5 | 125 | 4 | 1.8571428571428572 |
| Aider AI | 5 | 125 | 4 | 2.4285714285714284 |
| Warp | 5 | 125 | 4 | 4.2 |
| Cline Bot Inc. | 4 | 125 | 3.2 | 3 |
| OpenCode | 2 | 125 | 1.6 | 4.666666666666667 |
| Amp | 1 | 125 | 0.8 | 1 |
| Block (Goose) | 1 | 125 | 0.8 | 3 |
| Factory (Droid) | 1 | 125 | 0.8 | 4 |
| Lovable | 0 | 125 | 0 | Not available |
| Replit (Agent 3) | 0 | 125 | 0 | Not available |
| Roo Code (Roomote) | 0 | 125 | 0 | Not available |
| StackBlitz (Bolt.new) | 0 | 125 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| chatgpt-search | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| google-ai | 0 | 0 |
| perplexity | 1 | 4 |
| google-ai-mode | 4 | 16 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which AI coding agents handle context window limitations most gracefully when working across dozens of files in an enterprise codebase? | 1 | 2 |
| Which agentic CLI tools work out of the box on popular operating systems without requiring a container sandbox just to get started? | 1 | 2 |
| Which cloud coding agents can be connected to an existing private repo and start opening pull requests with minimal setup? | 1 | 2 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| What AI coding agents support bring-your-own LLM provider so a platform team can route through an existing enterprise model contract? | 5 |
| I'm evaluating autonomous coding agents for a 10-person startup — which ones can a new engineer get productive with in under an hour? | 3 |
| What autonomous coding agents run tasks inside a secure sandbox so a compromised prompt can't affect the host filesystem? | 3 |
| What autonomous coding tools are best suited for a solo developer who wants to delegate routine feature work and focus on architecture? | 3 |
| Which cloud coding agents integrate with CI pipelines to automatically attempt fixes when a build or test suite fails? | 3 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 0 |
| Developer Experience | 5 | 1 |
| Integrations & Ecosystem | 5 | 1 |
| Performance & Reliability | 5 | 1 |
| Setup & First Run | 5 | 2 |



## Prompt results

- Prompt text: What agentic coding tools handle long-running tasks reliably — resuming after an interruption rather than starting over from scratch?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: 2



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Amp | 1 |
| OpenAI (Codex CLI / Codex) | 2 |
| Anthropic (Claude Code) | 3 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Aider AI | 2 |


- Prompt text: Which AI coding agents handle context window limitations most gracefully when working across dozens of files in an enterprise codebase?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 2
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |
| Augment Code | 4 |
| OpenAI (Codex CLI / Codex) | 6 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Aider AI | 2 |
| Augment Code | 9 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Block (Goose) | 3 |


- Prompt text: What autonomous coding tools handle legacy codebases in dynamically typed languages best — Python 2 or older PHP specifically?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: What AI coding agents support bring-your-own LLM provider so a platform team can route through an existing enterprise model contract?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cline Bot Inc. | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Augment Code | 1 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Warp | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 1 |
| Warp | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |


- Prompt text: I'm looking for an agentic CLI that supports tool use like web search and shell execution during a coding task — what are my options?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: Which cloud coding agents have the best uptime and task success rates for a mid-size team running dozens of concurrent agent jobs daily?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 5 |
| Anthropic (Claude Code) | 6 |
| Cursor (Anysphere) | 8 |
| Cognition (Devin) | 11 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: I'm evaluating autonomous coding agents for a 10-person startup — which ones can a new engineer get productive with in under an hour?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 1 |
| Anthropic (Claude Code) | 3 |
| OpenAI (Codex CLI / Codex) | 4 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenCode | 3 |
| OpenAI (Codex CLI / Codex) | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cognition (Devin) | 3 |


- Prompt text: What are the best agentic IDEs for a team migrating from a traditional code editor that want AI-assisted multi-file editing from day one?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |


- Prompt text: Which autonomous coding agents give the best real-time feedback loop when running multi-step tasks so developers stay in control?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 1 |
| OpenAI (Codex CLI / Codex) | 3 |
| Anthropic (Claude Code) | 4 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 2 |
| Cline Bot Inc. | 4 |
| OpenAI (Codex CLI / Codex) | 5 |



##### Google-ai-mode




- Prompt text: Which autonomous coding agents can reliably write and run tests, interpret failures, and self-correct without human intervention?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Cognition (Devin) | 2 |
| Anthropic (Claude Code) | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 2 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 4 |
| Cline Bot Inc. | 6 |



##### Google-ai-mode




- Prompt text: What AI coding agents handle multi-repo tasks well — making coordinated changes across a frontend and backend repo in a single session?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Augment Code | 3 |


- Prompt text: Which agentic IDEs have the smoothest experience for reviewing and approving AI-generated changes before they touch the main branch?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |
| Warp | 4 |



##### Google-ai-mode




- Prompt text: Which agentic CLI tools work out of the box on popular operating systems without requiring a container sandbox just to get started?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: 2



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Anthropic (Claude Code) | 2 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 7 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Aider AI | 2 |


- Prompt text: What AI coding agents do senior engineers prefer for refactoring large codebases without babysitting every intermediate step?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Augment Code | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Anthropic (Claude Code) | 1 |



##### Google-ai-mode




- Prompt text: Which cloud coding agents are best for generating and merging pull requests asynchronously without a developer staying in the loop?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Cognition (Devin) | 2 |
| Factory (Droid) | 4 |
| Cursor (Anysphere) | 5 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 8 |
| Augment Code | 10 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Augment Code | 2 |


- Prompt text: What's the easiest AI coding agent to get running locally on a large existing TypeScript monorepo without hours of configuration?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Anthropic (Claude Code) | 1 |
| OpenAI (Codex CLI / Codex) | 3 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |


- Prompt text: Which autonomous coding agents are most cost-efficient for high-volume use — minimising frontier LLM provider token spend per merged PR?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Anthropic (Claude Code) | 5 |
| OpenAI (Codex CLI / Codex) | 6 |
| Warp | 7 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: What autonomous coding agents run tasks inside a secure sandbox so a compromised prompt can't affect the host filesystem?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Anthropic (Claude Code) | 2 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Anthropic (Claude Code) | 1 |
| Augment Code | 5 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |



##### Google-ai-mode




- Prompt text: What autonomous coding tools are best suited for a solo developer who wants to delegate routine feature work and focus on architecture?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Cursor (Anysphere) | 2 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cognition (Devin) | 1 |
| Cursor (Anysphere) | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 1 |


- Prompt text: What autonomous coding tools have the best ecosystem of community plugins for extending agent capabilities with custom tools and workflows?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 2 |
| OpenAI (Codex CLI / Codex) | 4 |
| OpenCode | 5 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: Which AI coding agents complete multi-file tasks fastest without sacrificing correctness — benchmarks or real-world comparisons?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: Which autonomous coding agents integrate natively with popular code editors so devs can trigger agent tasks without leaving their IDE?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 2 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cognition (Devin) | 3 |


- Prompt text: Which agentic coding platforms integrate with project management tools so engineers can assign tickets directly to an AI agent to action?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: 2



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cline Bot Inc. | 1 |
| Aider AI | 2 |
| Warp | 3 |


- Prompt text: Which cloud coding agents can be connected to an existing private repo and start opening pull requests with minimal setup?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: 2



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Augment Code | 4 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Aider AI | 2 |


- Prompt text: Which cloud coding agents integrate with CI pipelines to automatically attempt fixes when a build or test suite fails?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cognition (Devin) | 2 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 3 |



##### Google-ai-mode







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://aider.chat/docs/faq.html | FAQ \| aider | aider.chat | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/3c79fc781b886d3ce4623196c7e01df74e799c00.png | commercial | documentation | 3 | 3 |
| https://aider.chat/docs/repomap.html | Repository map - aider | aider.chat | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/3c79fc781b886d3ce4623196c7e01df74e799c00.png | commercial | documentation | 2 | 2 |
| https://github.com/Aider-AI/aider | GitHub - Aider-AI/aider: aider is AI pair programming in your ... | github.com | Not available | commercial | other | 1 | 1 |
| https://aider.chat/docs/ctags.html | Improving GPT-4’s codebase understanding with ctags \| aider | aider.chat | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/3c79fc781b886d3ce4623196c7e01df74e799c00.png | commercial | documentation | 1 | 1 |
| https://aider.chat/docs/install.html | Installation \| aider | aider.chat | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/3c79fc781b886d3ce4623196c7e01df74e799c00.png | commercial | documentation | 1 | 1 |
| https://aider.chat/docs/config/api-keys.html | API Keys - Aider | aider.chat | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/3c79fc781b886d3ce4623196c7e01df74e799c00.png | commercial | documentation | 1 | 1 |



## Response excerpts





## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| bing-copilot-search | Augment Code | Leading options include Cursor Enterprise, GitHub Copilot Business/Enterprise, Augment Code, Qodo, and self-hosted Llama-based stacks, as well as orchestration platforms like Clarista, IBM watsonx Agents, and Red Hat’s OpenClaw that explicitly e... |
| google-ai | Warp | Warp (Enterprise Tier): * How it works: An AI-accelerated terminal. |
| perplexity | OpenCode | OpenCode — Install, connect a provider, run `/init`, then start working in the terminal. |



## Trend

Visibility delta: 0.7999999999999998
Avg position delta: 1.4285714285714284
Citation count delta: 3