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Continue.dev

Open SourceDevelopment Last updated: April 16, 2026

Continue.dev is an open-source AI coding assistant for VS Code and JetBrains with CI/CD agents, BYOK model support, and source-controlled PR checks.

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Our General Score

8.4/10

Functionality8.8

Features8.5

Usability7.5

Value9.2

Integrations8.0

Reliability7.8

Plans & Pricing

Use Cases

Coding

9.2

BYOK support for any LLM with separate model configuration per task (fast local model for autocomplete, frontier model for complex reasoning) enables developers to optimise cost and quality independently rather than using a single model for all coding tasks.

Automation

9.0

Source-controlled agents in `.continue/checks/` run on every PR as GitHub status checks, integrating with Sentry for alert resolution, Snyk for vulnerability fixes, and Jira/Confluence for ticket synchronisation — covering CI/CD automation without custom scripting for each integration.

Research

8.0

Context providers allow @-mentioning documentation, web search results, and codebase sections in chat to ground AI responses in specific technical context; embedding and reranking models index the local codebase for semantically relevant retrieval during queries.

Data Analysis

7.5

Chat and agent modes within the IDE support code explanation, data pipeline review, and automated refactoring of data processing scripts; no dedicated data analysis visualisation or notebook integration — primarily useful as a coding accelerator for data engineering workflows.

Personal Productivity

9.0

Free open-source extension with full BYOK eliminates subscription cost for individual developers — a developer using Ollama for autocomplete (free) and a modest Claude API budget for complex chat pays near-zero fixed monthly cost for full AI coding assistance.

Platforms

DesktopAPIBrowser Extension

Capabilities

Context WindowN/A

API PricingN/A

Image Generation✗ No

Memory Persistence◑ Partial

Computer Use◑ Partial

API Available✓ Yes

Multimodal◑ Partial

Open Source✓ Yes

Browser Extension✗ No

Overview

Continue.dev is an open-source (Apache 2.0) AI coding platform with two complementary products: an IDE extension for VS Code and JetBrains providing autocomplete, chat, inline edit, and agent mode using any LLM (Claude, GPT-4, Gemini, Mistral, or local Ollama models via BYOK); and a Continuous AI platform running source-controlled agents on every pull request as GitHub status checks with suggested diffs. The IDE extension is free with your own API keys; the cloud platform starts at $3/million tokens (Starter) and $20/seat/month (Team). Configuration is fully customisable via config.yaml defining model roles, context providers, and coding rules. The CLI-first agent platform requires more initial setup than plug-and-play alternatives, and IDE autocomplete quality is documented as trailing Cursor's Supermaven-based completions for routine suggestions.

Pricing

Plans & Pricing

Plan	Model	Usage Limits	Price
Open-source extension	Any user-configured LLM — Claude (all versions), GPT-4/4o/o1, Gemini, Mistral/Codestral, DeepSeek, local Ollama models; config.yaml defines separate models for chat, autocomplete, edit, embed, rerank roles; version v1.0.67+ (JetBrains); active release cadence on GitHub	No platform rate limits; rate limits determined entirely by chosen LLM provider API keys; supports local models with no rate limits; all features available; Apache 2.0 license	free, BYOK
Starter	Continue platform v2026; access to frontier models via purchased credits; agent runner for PR checks and CI/CD; integrations with Slack/Sentry/Snyk	Pay per token consumed by AI agents and frontier model usage; create and run AI agents; connect Slack, Sentry, Snyk integrations; credits purchased for frontier models; no seat minimum	$3/million tokens, pay-as-you-go
Team	All Starter features; private agent management; team agent controls; SSO (Gmail/GitHub); shared workspace for agent governance	All Starter features; manage and share private agents across team; control which agents team members can use; Gmail/GitHub SSO login; agent allowlist/blocklist management	$20/seat/month, includes $10 credits/seat
Company	All Team features; SAML/OIDC SSO; org-level BYOK; SLA; on-premises data plane; custom contract terms	All Team features; custom SSO with SAML or OIDC; bring your own API keys (BYOK) at org level; commitment contracts; invoicing; SLA; on-premises data plane option	custom pricing

Key Features

Source-controlled AI agents running on every pull request as GitHub status checks with suggested fixes
Bring-your-own-key support for any LLM including Claude, GPT-4, Gemini, and local Ollama models
Inline autocomplete and chat in VS Code and JetBrains using any configured model
config.yaml full customisation of model roles, context providers, rules, and custom slash commands
Background CI/CD agents integrating with Slack, Sentry, Snyk, GitHub Issues, Jira, and Confluence
Agent mode executing multi-file refactoring and codebase-wide changes in IDE or CLI

Pros & Cons

Pros

BYOK with any LLM provider — including local Ollama models — eliminates per-seat subscription cost for the IDE extension entirely; a developer using Codestral for autocomplete and Claude API for chat pays only actual token consumption at provider rates, not a fixed $10–20/month platform fee
Source-controlled agents in `.continue/checks/` define team coding standards as markdown files committed to the repository — making AI review rules version-controlled, auditable, and consistent across all PRs without requiring each developer to configure their own AI settings
Full config.yaml customisation allows assigning different models to different task roles — a fast 3B local model for autocomplete (low latency, free) and Claude Opus 4 for complex reasoning (high quality) — a capability unavailable in GitHub Copilot (OpenAI-only) and Cursor (proprietary model selection)
Apache 2.0 open-source license with 30,000+ GitHub stars enables enterprise teams to audit the codebase, host on-premises, customise the extension, and contribute improvements without vendor lock-in risk

Cons

IDE autocomplete quality trails Cursor's Supermaven-powered completions in direct comparisons documented across multiple 2026 reviews — developers for whom autocomplete speed and suggestion quality is the primary requirement will find Cursor's implementation more polished out of the box
The mid-2025 pivot to Continuous AI agents means the IDE extension is no longer the primary product focus; the most actively developed surface is the CLI and CI/CD agent platform, making the IDE extension trajectory dependent on community contributions and secondary to the commercial roadmap
Initial setup requires more configuration than plug-and-play tools — configuring config.yaml, API keys for multiple model roles, embedding providers, and reranking models before reaching optimal performance; GitHub Copilot and Cursor require no configuration to start receiving suggestions
Community support on the open-source extension means bug resolution timelines depend on contributor availability rather than commercial SLA; enterprise teams requiring guaranteed response times must use the Company plan

Who It's For

Best For

Individual developers who want AI coding assistance at near-zero fixed monthly cost using BYOK with any LLM including free local Ollama models in VS Code or JetBrains
Engineering teams with established coding standards who want AI enforcement of those standards on every PR without manual reviewer time — via source-controlled agents in `.continue/checks/`
Enterprises requiring code privacy compliance — teams using the on-premises data plane option, local models, or org-level BYOK where no code leaves the organisation's infrastructure
Developers who want complete control over model selection by task — using different LLMs for autocomplete, chat, edit, and embedding independently rather than accepting a platform-mandated model

Not Ideal For

Developers who want plug-and-play autocomplete with zero configuration — GitHub Copilot and Cursor both provide immediate high-quality suggestions without config.yaml setup, API key management, or model selection
Teams for whom raw autocomplete suggestion quality is the primary selection criterion — Cursor's Supermaven-based completions are documented as outperforming Continue's autocomplete for routine code suggestions in direct comparisons
Non-developers or technical users without an IDE who need AI coding help via a web interface — Continue.dev has no web editor or standalone chat interface outside VS Code and JetBrains
Teams requiring commercial SLA on the IDE extension itself — SLA is only available on the Company cloud plan, not for the open-source extension

Audience Scores

Developers9.5

Free open-source extension with support for any LLM (Claude, GPT-4, Gemini, local Ollama), full config.yaml customisation of model roles and team rules, and agent mode for multi-file refactoring covers the complete AI-assisted development workflow in VS Code and JetBrains without a mandatory subscription or proprietary IDE migration.

Enterprise8.8

Company plan provides SAML/OIDC SSO, org-level BYOK (preventing API key exposure to developers), on-premises data plane for code privacy, allowlist/blocklist agent governance, and SLA — addressing enterprise security and compliance requirements that open-source BYOK alone does not satisfy.

Freelancers9.2

Free Apache 2.0 extension with BYOK eliminates fixed monthly subscription cost entirely for freelancers who pay only actual API usage at their chosen provider's rates; local Ollama models enable completely offline operation at zero per-token cost for projects with strict client data confidentiality requirements.

Startups8.8

Starter platform at $3/million tokens provides access to PR check agents and CI/CD integrations without a per-seat commitment; Team at $20/seat/month adds agent governance and SSO as the team scales; open-source extension keeps individual developer costs at API-usage-only until team coordination features are required.

Use Cases

Coding

9.2

Automation

9.0

Research

8.0

Data Analysis

7.5

Personal Productivity

9.0

Consider These Instead

When Not To Choose Continue.dev

Choose Cursor when the highest-quality autocomplete experience, a purpose-built AI-native IDE, and a polished out-of-the-box agentic coding experience matter more than model flexibility and open-source control — Cursor's Supermaven completions and Composer multi-file editing are more refined than Continue's IDE features at $20/month. Choose GitHub Copilot when deep GitHub repository integration, Copilot Workspace for PR-level planning, and a no-configuration setup inside VS Code (no fork required) are priorities — Copilot Pro at $10/month provides immediate value for GitHub-centric teams without any YAML configuration. Choose Cline when a fully autonomous open-source coding agent that can browse the web, execute terminal commands, and resolve GitHub issues without human initiation is the primary requirement — Cline is Apache 2.0 licensed and free with BYOK, covering more autonomous agentic capability than Continue's IDE extension.