# Conductor vs DeepSeek

> Conductor: Run a team of coding agents in parallel, each in its own isolated workspace
> DeepSeek: Free AI chat app and low-cost API running DeepSeek's open-weights V4 models

- Conductor profile: https://finderatlas.com/tools/conductor
- DeepSeek profile: https://finderatlas.com/tools/deepseek
- Comparison page: https://finderatlas.com/compare/conductor-vs-deepseek
- Last reviewed: October 2026

## Verdict

Conductor is listed under Coding AI and DeepSeek under AI Assistants. DeepSeek scores higher in FinderAtlas's editorial review (8.8 vs 8.0 out of 10). Both have a free plan or trial. Only DeepSeek is available on Web, Windows and iOS.

### Choose Conductor if

- You want a tool built for running several agent tasks in parallel on one repository, reviewing agent diffs side by side, moving agent work between local and cloud workspaces.
- The Free plan covers local parallel agents with no Conductor fee.
- Supports four agent CLIs (Claude Code, Codex, Cursor, OpenCode) rather than a single vendor.

### Choose DeepSeek if

- You want a tool built for Low-cost API integration.
- Web chat and mobile apps are free.
- API output costs from $0.60 per 1M tokens (Flash, off-peak), well below most frontier providers.

## Pricing

| | Conductor | DeepSeek |
| --- | --- | --- |
| Pricing model | Freemium | Freemium |
| Free plan or trial | Yes | Yes |
| Starting price | $0 | $0 |

## Features

| Feature | Conductor | DeepSeek |
| --- | --- | --- |
| Parallel Agents | Yes | Not listed |
| Multi-Agent Support | Yes | Not listed |
| Diff Viewer and Review | Yes | Not listed |
| Git Worktree Isolation | Yes | Not listed |
| Cloud Workspaces | Yes | Not listed |
| Multiplayer Collaboration | Yes | Not listed |
| Conductor API | Yes | Not listed |
| iOS App and Remote Control | Yes | Not listed |
| Checks | Yes | Not listed |
| V4 model family | Not listed | Yes |
| Thinking mode | Not listed | Yes |
| Open weights | Not listed | Yes |
| OpenAI and Anthropic compatible API | Not listed | Yes |
| Tool calls and JSON output | Not listed | Yes |
| Search and Fetch APIs | Not listed | Yes |
| Agent tool integrations | Not listed | Yes |
| DeepSeek Harness | Not listed | Yes |
| Vision on Flash | Not listed | Yes |

## Platforms

| Platform | Conductor | DeepSeek |
| --- | --- | --- |
| Web | No | Yes |
| Windows | No | Yes |
| macOS | Yes | Yes |
| iOS | No | Yes |
| Android | No | Yes |
| API | Yes | Yes |
| Browser Extension | No | No |

## Conductor strengths

- The Free plan covers local parallel agents with no Conductor fee.
- Supports four agent CLIs (Claude Code, Codex, Cursor, OpenCode) rather than a single vendor.
- Git worktree isolation per task keeps concurrent agent changes separate.
- SOC 2 Type II attestation and SAML SSO/SCIM on Enterprise suit security reviews.
- Frequent releases: the changelog shows versions 0.89 to 0.91 between late September and mid-October 2026.

## Conductor limitations

- Local use is Mac-only; no Windows or Linux desktop app is listed.
- Pro at $50 per month and Teams at $60 per user per month are priced above many AI coding subscriptions, and agent usage is billed separately.
- The pricing page does not state how many cloud hours are included, and usage-based cloud pricing is planned.
- Pro Multiplayer organizations are capped at 5 Pro users.

## DeepSeek strengths

- Web chat and mobile apps are free
- API output costs from $0.60 per 1M tokens (Flash, off-peak), well below most frontier providers
- Open weights for V4 and earlier models on Hugging Face
- 1M-token context and 384K max output on both API models
- API works with both OpenAI and Anthropic SDKs and several coding agents

## DeepSeek limitations

- Peak-hour API rates are double the off-peak rates on weekday mornings UTC
- deepseek-v4-pro does not support vision input
- No image generation
- Data is processed by a company based in China, which some organizations cannot accept

## FAQ

**Is Conductor better than DeepSeek?**

It depends on your workflow. Conductor is built for running several agent tasks in parallel on one repository, reviewing agent diffs side by side, moving agent work between local and cloud workspaces. DeepSeek is built for Low-cost API integration.

**What are the key feature differences between Conductor and DeepSeek?**

Conductor: Run a team of coding agents in parallel, each in its own isolated workspace. DeepSeek: Free AI chat app and low-cost API running DeepSeek's open-weights V4 models.

**Does Conductor or DeepSeek have a free plan?**

Yes, both do. Conductor is freemium and DeepSeek is freemium, and each has a free plan or trial.

**Which is cheaper, Conductor or DeepSeek?**

Both can be used for free. Paid plans differ in limits and features, so compare the tiers in the pricing table above.