StackMatch / Compare / Dust vs DeepSeek
Honest Tool Comparison

Dust vs DeepSeek

An honest, context-aware comparison. No affiliate links. No paid placements. Just the data that helps you decide.

For most teams: DeepSeek edges ahead on our scoring

Dust

professional
Generative AI & Automation

Enterprise AI agent platform — build custom agents wired to your company's tools, deployed across the team.

Pro $29/user/mo; Business $39/user/mo; Enterprise custom (SSO, audit logs).

DeepSeek

starter
Generative AI & Automation

Chinese frontier AI lab — open-weight reasoning models that outperform GPT-4 at a fraction of the training cost.

API: ~$0.14/M input + $0.28/M output (DeepSeek-V3) — significantly cheaper than GPT-5 or Claude. Open-weight self-hosting available.

StackMatch Editorial verdicts

Bylined · No vendor influence
DustCAUTIOUS-BUY
The European answer to enterprise AI agents

Dust gives mid-market and enterprise teams a platform to build custom AI agents wired to their existing tools (Notion, Slack, Drive, Salesforce, GitHub). Strong in Europe; faces hard competition from Glean, Microsoft Copilot, and Gemini for Workspace elsewhere.

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DeepSeekCAUTIOUS-BUY
The Chinese frontier lab that broke the AI cost curve

DeepSeek-R1 matches OpenAI o1 quality at training costs that should not be possible. The API at ~$0.14/M tokens (vs. $15+ for Claude/GPT-5) is real. The Chinese-origin concern is real for some buyers.

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Side-by-Side Comparison

Objective metrics, no spin.

N/A
Rating
N/A
professional
Pricing tier
✓ Betterstarter
medium
Learning curve
✓ Bettereasy
1-2 weeks
Setup time
hours
6 listed✓ Better
Integrations
4 listed
medium, large, enterprise
Best company size
solo, small, medium, large, enterprise
Top Features
Visual agent builder (no code required)
Pre-built connectors to enterprise SaaS
Multi-model: OpenAI, Anthropic, Mistral, open source
Permission-aware retrieval
Features
Top Features
DeepSeek-R1 reasoning model (matches OpenAI o1)
DeepSeek-V3 general-purpose frontier model
Open-weight license (self-hostable)
OpenAI-compatible API
Choose Dust if...

European enterprises wanting Glean-style work assistance with more agent customization; product teams shipping internal AI agents to business users.

Avoid Dust if...

M365 shops (Copilot is bundled), or teams needing the deepest possible search index (Glean still wins on raw retrieval scope).

Choose DeepSeek if...

Cost-sensitive AI workloads where DeepSeek-V3/R1 quality is sufficient; teams wanting open-weight models they can self-host; research and experimentation.

Avoid DeepSeek if...

US government, defense, or regulated industries with concerns about Chinese-origin AI; workloads requiring frontier closed-model capabilities Claude or GPT-5 still hold.

Both suited for: medium, large, enterprise companies

Since both tools target medium and large and enterprise companies, your decision should hinge on the specific use case above rather than company fit. Try the AI Advisor to get a recommendation tailored to your exact stack.

Still not sure? Describe your situation.

The AI advisor knows both tools and your full stack. Tell it your company size, current tools, and what's not working — it'll tell you which one actually fits.

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Other Generative AI & Automation Tools to Consider

If neither is the right fit, these are the next best alternatives in the same category.

ChatGPT Enterprise

enterprise

OpenAI's enterprise-grade conversational AI platform

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Claude Pro / Enterprise

professional

Anthropic's advanced AI assistant with extended context and reasoning

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UiPath

enterprise

Leading RPA platform for automating repetitive accounting and audit tasks

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