Cursor vs Warp
A feature-by-feature comparison of Cursor and Warp across 7 capability categories.
Modalities — Cursor Wins
| Feature | Cursor | Warp |
|---|---|---|
Text Input | Yes. Agent chat is driven by text prompts in the input. You type instructions, attach @ context, and switch models from that same field. | Yes, requires free plan. Terminal plus Warp Agent / Agent CLI take natural-language tasks. |
Image Upload / Vision | Yes. You can drag an image into chat or paste a screenshot. Agent also reads image files (.png, .jpg, .gif, .webp, .svg) for vision-capable models. | Unknown. Screenshot/vision attach in the agent was not confirmed on the homepage. |
Image Generation | Yes. Agent can generate images from text or reference images for UI mockups and diagrams. Files land in the project assets/ folder and show inline in chat. | No. A developer terminal/agent platform, not an image generator. |
Voice Mode | Partial. A microphone in the chat input dictation-transcribes prompts, and iOS can dictate to agents. That is one-way voice input, not a two-way spoken conversation loop. | No. No conversational voice loop is documented. |
Video Understanding | Partial. Grok Bot accepts video attachments (up to 200 MB) so that Bot can inspect recorded footage. Core Agent chat is documented for images and files, not a general YouTube/video-watch loop, so this is not product-wide video understanding. | No. Not a video-analysis product. |
Video Generation | No. Not a video generation product. | No. Not a video generation product. |
File Upload (PDF, DOCX) | Yes. Chat @-mentions attach files and folders. Grok Bot also takes PDFs, Office docs, CSV, JSON, source, and notebooks as message attachments. | Yes, requires free plan. Agents operate on the local (or cloud-agent) codebase. |
Code Execution | Yes. Agent runs shell commands in the terminal, watches output, and can execute tests, linters, and builds as part of a task. | Yes, requires free plan. The terminal runs commands; agents can execute in the shell and open PRs. |
Audio Input | Partial. Grok Bot message attachments include audio files (25 MB each) in the same table as documents and images, so pre-recorded audio can be sent for a task. Core Agent chat is not documented as a general audio-file transcribe surface, so this is Grok Bot only. | No. No audio-file input is documented. |
Canvas / Artifact Editor | Yes. The Agents Window is an agent-first workspace beside the classic IDE editor, with diffs, file search, and split layouts. Agent also opens in a Cmd+I sidepane. | Unknown. Overlapping columns disagreed (no vs partial); left unverified rather than copying a no. |
Screen Sharing / Computer Use | Yes. Cloud Agents run a full desktop and can drive mouse/keyboard plus the browser (computer use). You can take over the remote desktop, then hand control back to the agent. | Partial. Session links share agent runs. That is not a desktop computer-use product. |
Memory & Context — Cursor Wins
| Feature | Cursor | Warp |
|---|---|---|
Persistent Memory | Partial. Grok Bots retain facts and summaries across work. Core Agent chat relies on Rules instead of auto-memory between completions, so this is not ChatGPT-style global memory. | Partial. Enterprise lists cross-harness agent memory (research preview). Warp Drive stores snippets. Not ChatGPT memory. |
Large Context Window | Yes. Each chat has a fixed model context window with a usage ring. Cloud Agents let you pick context size; several models document up to 1M-token extended context. | Unknown. You pick models (Claude, GPT, Gemini, etc.). No single window is published. |
Custom Instructions | Yes. Project and user Rules (.cursor/rules plus User Rules) inject persistent instructions into Agent. Always Apply, glob, and @-mention rules are documented. | Yes, requires free plan. Factory config as code, autonomy settings, and data controls steer agents. |
Conversation History | Yes. Past chats persist so you can @Chats into a new prompt. CLI resume/continue reloads prior threads; iOS keeps an agent inbox of running conversations. | Yes, requires free plan. Cloud conversation storage (limited on Free, unlimited on Build). Session links for sharing. |
Integrations — Cursor Wins
| Feature | Cursor | Warp |
|---|---|---|
Web Search / Browsing | Yes. Agent has a Web tool that generates search queries and performs live web searches during a task. | Unknown. A first-party live-web search toggle was not confirmed. |
Plugins / Extensions | Yes. Cursor Marketplace installs official plugins that bundle rules, skills, MCP servers, and hooks. Teams can ship a private marketplace; VS Code extensions still work in the editor. | Yes, requires free plan. Any model/harness, Slack/Linear/GitHub mentions, BYOK, and factory automations from GitHub/webhooks. |
API Access | Yes. Cloud Agents API, TypeScript/Python SDKs, Admin API, Analytics API, and related endpoints are documented. They run agent workflows, not a raw chat-completions API. | Partial. Enterprise Analytics API is listed. Agent CLI is the main programmatic surface, not a public generate REST API. |
Zapier Integration | Unknown. No first-party Cursor Zapier app was listed on cursor.com/docs. Automations document GitHub, GitLab, Slack, Linear, and webhooks instead. | Unknown. No first-party Zapier app was checked. |
Custom GPTs / Bots | Yes. Grok Bots are named durable agents with a profile, skills, routines, and shareable templates. You create, duplicate, and share a Bot the way Custom GPTs are specialized agents. | Partial. Factories and harness choice specialize agents. Not a GPT Store. |
Real-time Collaboration | Partial. You can share a Cloud Agent URL with teammates (read-only unless team follow-ups are on). Grok Bot group chats exist. This is not a simultaneous multiplayer editor session. | Yes, requires plus plan. Warp Drive collaboration (unlimited on Build) and real-time session links so others can watch/steer an agent. |
Live Social Data Integration | No. Not a live social-firehose product. | |
Live Citation Mapping | No. Not a cited-search product. |
Developer — Warp Wins
| Feature | Cursor | Warp |
|---|---|---|
Function Calling | Yes. Cursor connects to MCP servers that expose tools the model can execute. Agents call those functions from chat and Plan Mode, with user approval before each tool run by default. | Yes, requires free plan. Agents run shell/tools and can connect Slack, Linear, and GitHub. |
Streaming Responses | Yes. iOS follows agent work live and watches the chat stream as the agent codes. The TypeScript SDK iterates streams; ACP clients handle streaming session updates. | Yes, requires free plan. A terminal streams command and agent output as it runs. |
Fine-Tuning | No. Public APIs run hosted agent workflows. Docs do not offer a customer fine-tune SKU for foundation weights; you pick Cursor and third-party hosted models. | No. You bring models. Warp does not train custom weights. Self-improvement loops edit factory config, not a foundation model. |
Embeddings API | No. Cursor APIs are agent, admin, and analytics endpoints, not a vector embeddings API for converting text into embeddings in your own app. | No. Codebase indexing is not a public embeddings API. |
Structured Output (JSON) | Unknown. ACP and SDKs exchange JSON-RPC/tool payloads, but no first-party JSON-schema guarantee for model replies was documented on the API overview. | Partial. Evals/benchmarks score spec adherence. Not a JSON-schema chat API. |
Reasoning / Thinking Mode | Yes. The model catalog lists Thinking variants and GPT reasoning-effort options (for example gpt-5-high). The SDK exposes thinking messages and a reasoning-effort parameter. | Unknown. Overlapping columns disagreed (yes vs partial); left unverified rather than copying a no. |
Local Execution | Yes, requires free plan. The terminal and Agent CLI run locally. Cloud agents are optional. Homepage also says the terminal is open source. | |
Open Weights | Partial. You can use open-source models and BYOK. Warp is not itself a model-weight release. | |
Multi-Agent Orchestration | Yes, requires plus plan. Factories run fleets of coding agents across the SDLC on any model or harness. |
Platforms — Cursor Wins
| Feature | Cursor | Warp |
|---|---|---|
Web App | Yes. Cursor Web at cursor.com/agents starts and manages cloud agents from a browser on any device, alongside desktop and iOS. | Partial. Cloud agents and session links are browser-visible. The primary product is still the desktop terminal. |
iOS App | Yes. Native Cursor for iOS (App Store) directs cloud and local agents, reviews PRs, and streams work. Requires iOS/iPadOS 26+; listed on Start through Enterprise. | No. Downloads are macOS, Windows, and Linux. |
Android App | Partial. There is no native Android app; docs say Android is planned. Use cursor.com/agents in Chrome and Install App for a PWA. | No. No Android client is documented. |
Desktop App | Yes. Cursor is a native IDE: .dmg on macOS 12+, .exe on Windows 10+, and apt/yum/AppImage on Linux. Quickstart starts with installing that desktop app. | Yes, requires free plan. Native terminal for macOS, Windows 10/11, and Linux (brew, winget, .deb/.rpm/AppImage). |
Chrome Extension | No. Documented clients are the desktop IDE, cursor.com/agents, iOS, Slack, GitHub, Linear, and the API. Agent uses a built-in IDE browser, not an official Chrome extension. | No. No official Chrome extension. |
Privacy — Cursor Wins
| Feature | Cursor | Warp |
|---|---|---|
GDPR Compliant | Yes. Enterprise docs link a GDPR-compliant DPA and state Cursor maintains GDPR compliance alongside SOC 2 Type II. Individual plans follow the Privacy Policy, not the DPA. | Unknown. SOC 2 is documented. A GDPR DPA was not read. |
Opt Out of Data Training | Yes. Privacy Mode is a settings toggle: with it on, Customer Data is not used for training by Cursor or model providers under ZDR. Teams/Enterprise can enforce it org-wide. | Yes, requires free plan. Pricing: Zero Data Retention with contracted LLM providers — no customer data retained or used for training. Telemetry is configurable. |
Enterprise Privacy Mode | Yes, requires enterprise plan. Enterprise adds Privacy Mode enforcement, ZDR, optional CMEK, data residency, SSO/SCIM, and a DPA. Privacy Mode is on by default for Enterprise teams. | Yes, requires enterprise plan. SAML SSO, ZDR, BYOLLM, self-hosted cloud agents, admin data controls. |
Workspaces — Tie
| Feature | Cursor | Warp |
|---|---|---|
Projects / Folders | Yes. You open a project folder after install. Agents Window adds multi-workspace; Agent search docs cover multi-root workspaces with per-folder context. | Yes, requires free plan. Warp Drive (limited on Free) plus factory config repos. |