# Cursor (Anysphere) AI visibility in Autonomous Coding Agents

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

[Website](https://www.cursor.com/)

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: 2
Total brands: 17
Measured responses: 125
Presence percent: 12.8
Share of voice percent: 20.37037037037037
Average position: 3.272727272727273
Docs presence percent: 2.4
Blog presence percent: 0.8
Brand mention percent: 60.8


## Profile

Overview: Cursor (Anysphere, Inc.) is an AI coding agent and integrated development environment founded in 2022 by four MIT graduates and headquartered in San Francisco. Built on a Visual Studio Code fork, it integrates autonomous AI agents, multi-file editing, and full-codebase semantic search into a single environment, allowing developers to write, refactor, and review code using natural-language instructions. Cursor supports multiple frontier LLMs—including models from OpenAI, Anthropic, Google, and xAI—alongside its own proprietary Composer and Fusion models. Trusted by over half of the Fortune 500 and more than 50,000 businesses, it reached $3 billion in ARR by May 2026 and was named a Leader in the 2026 Gartner® Magic Quadrant™ for Enterprise AI Coding Agents. In June 2026, SpaceX announced an acquisition of Anysphere at a $60 billion valuation.
Product summary: Cursor is an agent-native AI coding IDE from Anysphere that allows software engineers to build, refactor, and review code using natural-language instructions. Core product surfaces include the desktop IDE (VS Code fork), a CLI, a Slack bot, and cloud agents that run autonomously in isolated environments. Its proprietary Composer model powers agentic multi-step coding tasks; its Fusion/Tab model provides inline predictive autocomplete. Cursor indexes entire codebases for semantic search, supports parallel agent execution, and integrates with GitHub for PR-level code review via Bugbot. It is used by individual developers, engineering teams, and Fortune 500 enterprises.


### Key capabilities

- Agentic coding with parallel autonomous cloud and local agents (Composer 2.5)
- Proprietary Tab completion model (Fusion) for inline, context-aware autocomplete
- Full-codebase semantic indexing and natural-language search
- Multi-file editing and autonomous refactoring across large codebases
- Bugbot AI code review integrated with GitHub pull requests
- Cursor Automations for programmatic, always-on agent workflows (e.g., CI auto-healing, bug triage)
- Multi-model flexibility: OpenAI, Anthropic, Gemini, xAI, and Cursor-proprietary models in one interface
- Design Mode: visual prompting for UI changes with agents editing underlying code
- Enterprise controls: SSO, SCIM, audit logs, pooled usage, model/MCP access controls
- CLI and Slack integrations for cross-surface agent orchestration



### Target users

- Individual software engineers and full-stack developers
- Engineering teams and platform/developer-experience teams
- Fortune 500 and enterprise engineering organizations
- ML researchers and data scientists automating experimentation
- Startups and high-growth technology companies
- Developers seeking to accelerate from vibe coding to production



### Key use cases

- Accelerating feature development from idea to pull request using autonomous agents
- Legacy codebase migrations parallelized across fleets of cloud agents
- Multi-file refactoring and codebase-wide code quality improvements
- Automated PR review, CI failure investigation, and code healing
- ML research experimentation automation and parallel model variant testing
- Enterprise developer productivity at scale with centralized admin and compliance
- Vibe coding and rapid prototype generation from natural-language instructions
- Real-time terminal and Slack-based agent orchestration for DevOps workflows

Integrations ecosystem: Built on a VS Code fork, Cursor is natively compatible with the full VS Code extension marketplace and preserves existing keybindings, themes, and settings. Integrates with GitHub for PR creation, CI investigation, and code review (Bugbot). Runs in Slack via the @cursor bot for inline agent invocations. Offers a CLI for terminal-based agent workflows. Supports MCP (Model Context Protocol) servers, custom skills, and hooks for extensibility. Multi-model router supports OpenAI (GPT-4o, GPT-5), Anthropic (Claude Sonnet, Opus), Google Gemini, xAI Grok, and Cursor's proprietary models (Composer 2.5, Fusion/Tab). Enterprise tier adds SAML/OIDC SSO, SCIM seat management, audit logs, and repository/model/MCP access controls. Cloud agents provision isolated VMs with Dockerfile-defined environments integrating with AWS, Vercel, and internal toolchains.
Pricing summary: Cursor offers a permanent free Hobby tier (limited agent requests and Tab completions, no credit card required). Individual paid plans use a credit-based billing model: Pro at $20/month ($16 billed annually) includes $20 of monthly model usage credits; Pro+ at $60/month provides 3× credits; Ultra at $200/month provides 20× credits with priority access. Auto mode (Cursor-routed models including Composer 2.5) is unlimited on all paid plans and does not draw from the credit pool. Manually selecting frontier models (Claude, GPT-5, Gemini) draws from the credit pool at each provider's API rate. Teams Standard is $40/user/month ($32 annual) with split usage pools for Composer/Auto and third-party API models, centralized billing, SSO, and usage analytics. Teams Premium at $120/user/month provides 5× usage for heavy agent workloads. Enterprise pricing is custom with pooled usage, SCIM, invoice billing, audit logs, and advanced security controls. Annual billing saves approximately 20% across all plans.
Review summary: Developer sentiment on G2 is strongly positive, with users consistently praising Cursor's codebase-aware context, the quality of Tab autocomplete, seamless VS Code migration, and the productivity gains from autonomous agent workflows. Enterprise reviews highlight improved delivery velocity and reduced repetitive coding. The primary criticism centers on the June 2025 shift to credit-based billing, which caused unexpected overages and eroded trust among existing Pro subscribers. Trustpilot scores (1.7/5) reflect concentrated dissatisfaction from that billing controversy. Performance on lower-end hardware and occasional AI code quality issues on complex tasks are secondary concerns.
Competitive positioning: Cursor positions itself as the category-defining 'agent-native' AI coding IDE, contrasting with plugin-based assistants (e.g., GitHub Copilot) by embedding autonomous agents, multi-file reasoning, and full codebase understanding directly into the editor. Named a Leader in the 2026 Gartner® Magic Quadrant™ for Enterprise AI Coding Agents. Trusted by over half the Fortune 500 and used by 40,000 NVIDIA engineers. Differentiates on proprietary model stack (Composer 2.5, Fusion/Tab), parallel cloud agents, multi-model flexibility, and an autonomy slider ranging from inline Tab completions to fully autonomous background agents.
Limitations: No self-hosted or on-premise deployment option, which is a concern for highly regulated enterprises. VS Code fork lags official VS Code releases by approximately 1–2 months. Credit-based billing (introduced June 2025) is variable per model and can generate unpredictable overages; the rollout caused significant community backlash and required a CEO apology and refunds. Pro plan's $20 credit pool is consumed faster by frontier models (Claude Opus, GPT-5), limiting effective request count to ~225–500/month depending on model selection. Performance can degrade on lower-end hardware when multiple agents run concurrently. AI-generated code quality has been flagged in reviews for complex or security-sensitive scenarios. Not suitable for non-developers—outputs code requiring deployment and maintenance.


### Source urls

- https://www.cursor.com/
- https://cursor.com/blog
- https://cursor.com/pricing
- https://en.wikipedia.org/wiki/Cursor_(company
- https://techcrunch.com/2025/06/05/cursors-anysphere-nabs-9-9b-valuation-soars-past-500m-arr/
- https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html
- https://cursor.com/blog/coinbase
- https://cursor.com/blog/wayfair
- https://cursor.com/blog/faire
- https://www.g2.com/products/cursor/reviews
- https://checkthat.ai/brands/cursor/pricing
- https://research.contrary.com/company/cursor

Reviewed at: 2026-06-30T15:20:09.262+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Coinbase | Over 2,400 engineers adopted Cursor as part of an agent-first engineering model, with 75% of all PRs now created by agents. Time from idea to first PR creation dropped from 8 days to under 30 minutes. | 90% reduction in time from idea to production (20 days to 1.8 days); 55% increase in PRs merged per engineer |
| Wayfair | Wayfair's Applied Research team used parallel Cursor agents to run 110 ML model variants in a four-day sprint, achieving a 94% reduction in tag-validation model inference costs. A repeat sprint in March 2026 cut costs by a further 90%. | 94% reduction in ML model inference cost (Dec 2025); additional 90% reduction (Mar 2026) |
| Faire | Faire replaced its in-house cloud agent system with Cursor Cloud Agents, doubling weekly PR throughput and compressing an 18-month team migration to a single engineer managing a fleet of agents. Over 2,000 automated agent runs execute per week without manual prompting. | 2× increase in weekly PR throughput |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.5 | 5 | 291 | https://www.g2.com/products/cursor/reviews |
| Trustpilot | 1.7 | 5 | 203 | https://checkthat.ai/brands/cursor/pricing |



### Review themes



#### Praised

- Context-aware codebase understanding for multi-file editing
- Fast and accurate Tab autocomplete (Fusion model)
- Seamless migration from VS Code with full extension compatibility
- Multi-model flexibility (Claude, GPT, Gemini) in one interface
- Autonomous agent workflows that run in parallel
- Measurable developer productivity gains
- Intuitive UI familiar to VS Code users
- MCP and extensibility options



#### Criticized

- June 2025 credit-based billing change reduced effective request count unexpectedly
- Unpredictable overage charges for heavy frontier model users
- Pro plan ($20/month) perceived as expensive relative to actual usage limits
- VS Code fork lags official VS Code releases by 1–2 months
- Performance and memory issues on lower-end machines with multiple agents
- AI-generated code quality inconsistencies in complex or security-sensitive scenarios
- No self-hosted or on-premise option for regulated enterprises




### Company facts

Founded year: 2022
Hq: San Francisco, USA


#### Founders

- Michael Truell
- Sualeh Asif
- Aman Sanger
- Arvid Lunnemark

Employees range: 300+
Total funding: ~$3.4B
Valuation: $29.3B (Nov 2025 Series D); $60B SpaceX
Arr: ~$3B (May 2026)
Customer count: 50K+ businesses; 1M+ DAU
Status: Private (SpaceX/xAI acquisition at $60B announced Jun 2026,


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 | 7 | 28.000000000000004 |
| bing-copilot-search | 0 | 0 |
| google-ai | 0 | 0 |
| perplexity | 6 | 24 |
| google-ai-mode | 3 | 12 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| I'm evaluating autonomous coding agents for a 10-person startup — which ones can a new engineer get productive with in under an hour? | 1 | 1 |
| What AI coding agents handle multi-repo tasks well — making coordinated changes across a frontend and backend repo in a single session? | 1 | 1 |
| Which autonomous coding agents give the best real-time feedback loop when running multi-step tasks so developers stay in control? | 2 | 1.5 |
| 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? | 2 | 2 |
| What autonomous coding tools have the best ecosystem of community plugins for extending agent capabilities with custom tools and workflows? | 1 | 2 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| What autonomous coding agents run tasks inside a secure sandbox so a compromised prompt can't affect the host filesystem? | 3 |
| Which cloud coding agents integrate with CI pipelines to automatically attempt fixes when a build or test suite fails? | 3 |
| What agentic coding tools handle long-running tasks reliably — resuming after an interruption rather than starting over from scratch? | 2 |
| Which autonomous coding agents can reliably write and run tests, interpret failures, and self-correct without human intervention? | 2 |
| Which agentic CLI tools work out of the box on popular operating systems without requiring a container sandbox just to get started? | 2 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 2 |
| Developer Experience | 5 | 4 |
| Integrations & Ecosystem | 5 | 2 |
| Performance & Reliability | 5 | 1 |
| Setup & First Run | 5 | 3 |



## 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: Not available



#### 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: 3
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) | 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: 3



#### 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: 8
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: 1
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: 1
Google-ai-mode: 3



#### 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: 1
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) | 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: 1
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: 3
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: Not available



#### 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: 5
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 8
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: 3



#### 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: 2
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 5
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: 2
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: Not available



#### 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: Not available



#### 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://prod.cursor.com/help/ai-features/agent | Agent mode \| Cursor Docs | prod.cursor.com | Not available | commercial | documentation | 7 | 7 |
| https://cursor.com/marketplace | Cursor Marketplace \| Cursor Plugins | cursor.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/2412b7b072bcb2575a5b6b71b16e669af83f1aee.png | commercial | product_page | 4 | 4 |
| https://cursor.com/blog/agent-best-practices | Best practices for coding with agents · Cursor | cursor.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/2412b7b072bcb2575a5b6b71b16e669af83f1aee.png | commercial | blog_post | 3 | 3 |
| https://prod.cursor.com/help/ai-features/background-agents | What are background agents? \| Cursor Docs | prod.cursor.com | Not available | commercial | documentation | 3 | 3 |
| https://prod.cursor.com/help/customization/plugins | Plugins \| Cursor Docs | prod.cursor.com | Not available | commercial | documentation | 3 | 3 |
| https://cursor.com/docs/cloud-agent/automations | Automations \| Cursor Docs | cursor.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/2412b7b072bcb2575a5b6b71b16e669af83f1aee.png | commercial | documentation | 2 | 2 |
| https://docs.cursor.com/en/background-agent/web-and-mobile | Cursor – Web & Mobile | docs.cursor.com | Not available | commercial | documentation | 2 | 2 |
| https://cursor.com/changelog/auto-review | Auto-review Run Mode · Cursor | cursor.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/2412b7b072bcb2575a5b6b71b16e669af83f1aee.png | commercial | product_page | 2 | 2 |



## Response excerpts





## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| chatgpt-search | Amp | ### My shortlist \| Tool \| Recovery model \| Long-running fit \| \| --- \| --- \| --- \| \| Amp \| Durable agent execution + persistent thread/orb state; wakes and continues with thread context \| Excellent \| \| OpenAI C... |



## Trend

Visibility delta: 0
Avg position delta: 0.27272727272727293
Citation count delta: -2