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Research · Example capability
SpringBrandvsDifyA Dify alternative.
Describe the job instead.
Dify is a platform for building agentic workflows, RAG pipelines and AI apps. SpringBrand turns a job you describe into an agent that runs on a schedule and improves every run. Compare SpringBrand vs Dify on building, data, scheduling and price.
Interactive preview · Curated examples, not live agent runs
SpringBrandSample outputA fictional example: tickets triaged and reply drafts written from the knowledge base for your team to approve.
Drive
Notion
SlackIllustrative tool stackYOUR DELIVERABLE
Tickets sorted, replies drafted with sources.
| Ticket | Issue | Draft reply |
|---|---|---|
| 01#4812 | SSO login loop | Ready · cites SSO guide |
| 02#4815 | Refund request | Needs an owner |
| 03#4819 | CSV export limit | Ready · cites Export FAQ |
Two replies are ready with the help-doc section they rely on. The refund request needs an owner before anyone replies.
Review it, then save it as an agent
DESCRIBE THE JOB. SAVE IT AS AN AGENT.
New tickets → help docs → a tagged queue and reply drafts
THE SHORT VERSIONChoose Dify to build an AI app.
Choose Dify to build an AI app.
Choose SpringBrand to get the work done.
Choose Dify when engineers need to design, publish and host an AI app, chatbot or API, on Dify Cloud, in your VPC or self-hosted.
Choose SpringBrand when the person who needs the result wants an agent that does the job, built in chat, run on a schedule and reported back in Slack, with nothing to deploy.
THE PRACTICAL DIFFERENCES
Compare SpringBrand vs Dify, question by question.
The questions teams ask before they switch: how to build, what runs while you are offline, what it connects to, who can use it and what it costs.
Swipe the table to compare both platforms.
| Your question | SpringBrand | Dify Agentic workflows, RAG & AI apps |
|---|---|---|
| How do I build an agent? | Describe the job in chat and confirm the setup SpringBrand proposes, or fill in a form: instructions, data sources, connected apps and skills. | A visual Workflow Studio of blocks and prompts; agents can also be built by chatting or configured manually. |
| Where does it run? | SpringBrand's hosted service only; no self-hosted edition. | Dify Cloud, a private deployment in your VPC, or the self-hosted, source-available Community edition with Docker. |
| What happens while I'm offline? | Agents run in the cloud. Schedule a task by day, by week or at a set time; results go to Slack, Microsoft Teams or Lark. | Workflows start from plugin, schedule or webhook triggers; published apps run when users call them. |
| How does it get better? | It learns from results and feedback and remembers your preferences, output formats and usual tools for the next run. | You improve the app yourself using logs, feedback, annotations, latency and usage data. |
| What can it connect to? | A marketplace of Agents, Skills and 10,000+ APIs and plugins, plus Gmail, Slack, HubSpot and the other accounts you connect. | Model providers, tools, data sources and MCP integrations installed from the Dify Marketplace. |
| How does it use our documents? | Upload documents, guidelines and product material to a company knowledge base; agents follow that context. | Knowledge Pipeline to extract, chunk, index and test retrieval from files, sites, online docs and drives. |
| How many jobs can run at once? | 1 agent at a time on Free, 2 on Plus, 5 on Pro, 20 on Max; scheduled tasks from 3 daily to unlimited every 5 minutes. | Trigger events: 3,000 on Sandbox, 20,000 a month on Professional, unlimited on Team. |
| Who on my team can use it? | Share an agent by link or publish it to the marketplace; Team plans add Owner, Admin and Member roles and pooled credits. | 1 member on Sandbox, 3 on Professional, 50 on Team; SSO, RBAC and audit logs on Enterprise. |
| What will it cost? | One subscription and one credit balance for models, APIs and data. Paid plans from $29/month, or $23/month billed annually. | Free Sandbox with 200 message credits; Professional $59 and Team $159 per workspace a month; free self-hosted Community edition. |
Based on public product pages · Reviewed October 24, 2026View sources
01 / AI AGENT BUILDERDescribe the job in chat.
Describe the job in chat.
Or fill in a form.
Tell SpringBrand what you need in plain language. It proposes the agent's setup, you confirm it, and the same conversation becomes the agent's runner. Or do the task once, review the result and save it as an agent.
Prefer a form? Fill in the same four parts yourself. Either way there are no Workflow Studio blocks to wire and nothing to deploy: an agent is a task you have saved, with its instructions, the tools it uses and what it learned from past runs.
- Instructions: the job, the steps and what a good result looks like
- Data sources (APIs) and connected apps, such as Gmail and Sheets
- Skills from the marketplace, such as financial modelling
A TASK BECOMES AN AGENTIllustration
You
Triage new support tickets every morning and draft replies from our help docs.
Describe the job
01In chat, in your own words
Confirm the setup
02Instructions, data, apps & skills
Run it, then save it
03Rerun it, schedule it, share it
Support agent · Ticket triageReady to review
02 / ALSO FROM YOUR CODING AGENTWork in Claude Code?
Work in Claude Code?
Call SpringBrand from there.
SpringBrand runs in its own web app and in the channels your team already uses. If you also work in Claude Code, Codex or Cursor, connect SpringBrand through its MCP server or plugin and use the same marketplace capabilities from there.
Dify approaches MCP from the other side: it installs MCP integrations from its Marketplace and can publish a Dify app as an MCP-compatible tool.
Explore client setupYOUR AGENT. CONNECTED.Illustration
Claude CodeYour workspaceSpringBrandAgent tools & APIsFilesKnowledgeUpdatesConnect SpringBrand’s MCP tools to your Claude Code session.
View Claude Code setup03 / PROACTIVE AGENTSAgents that report back,
Agents that report back,
without being asked.
Hand over a task with an @mention in a Slack, Microsoft Teams or Lark channel, or let it run on a schedule. The agent posts results and alerts to Slack, Microsoft Teams, Google Chat or iMessage, and a run lasts from minutes to days, until the goal is met.
Review the first result and give feedback; the next run uses it. The agent gets better every run, on its own.
Explore the ops exampleFROM APPS TO ACTIONWorkflow example
Project files
Status dataTeam notesSpringBrand AgentRead context · Organize · Report
EXAMPLE DELIVERABLE
DraftWeekly project report
ProductPrototype reviewedOn track
OperationsAssign handoff ownerReview
ResearchFindings documentedReady
Source context stays with the report
A clear update, ready on schedule.
04 / THE MARKETPLACEAgents, Skills and APIs.
Agents, Skills and APIs.
One subscription, one bill.
The SpringBrand marketplace has three shelves: ready-made Agents by function (Sales, Marketing, HR and more), Skills that add expertise such as financial modelling, and APIs for data and tools. Credits work across 10,000+ APIs and plugins.
Search, social, SEO and sales data are built in, with official Ahrefs and Semrush API access and no API keys to manage. Ten tool subscriptions and ten bills become one subscription and one bill.
Dify installs model providers, tools, data sources and MCP integrations as Marketplace plugins, and its message credits cover hosted models until you switch to your own API key. In SpringBrand, models, built-in data and marketplace APIs share one credit balance.
Explore the marketplaceTOOLS FOR THE TASKCatalog illustration
Discover capabilities for your agent
Page extraction
Turn page content into readable source material.
Research · Example capabilityThe task picks the tools.
Illustrative categories. Credits work across 10,000+ APIs and plugins.
05 / COMPANY KNOWLEDGEUpload your company docs.
Upload your company docs.
Get work done in your context.
Agents use your company's docs and data. Upload documents, guidelines and product material to a company knowledge base, and answers and output follow your context.
In this example, a project brief and handoff notes become a short summary with source references and one open question, so it is clear what is settled and what still needs a decision.
Dify's Knowledge Pipeline extracts, chunks, indexes and tests retrieval before agents or apps use it, the right depth when retrieval quality is the product. SpringBrand's knowledge base gives your own team's agents company context for their work.
Explore Google Drive MCPCONTEXT YOU CAN FOLLOWExample output
Project brief01Handoff notes02Project handoff summary
The prototype is ready for team review; the open item is who owns the data handoff.
Owner still to confirmSource 02
Review scope agreedSource 01
06 / SCHEDULED AGENTSSchedule it once.
Schedule it once.
Get the result where you work.
Set a task to run by day, by week or at a set time: a daily competitor and social-mentions brief, a weekly ad report, new leads sent to the team. The result is delivered to Slack, Microsoft Teams or Lark.
Scheduled tasks are included on Plus (3, daily), Pro (20, every 15 minutes) and Max (unlimited, every 5 minutes); Free has none. Dify workflows start from plugin, schedule or webhook triggers, with 3,000 trigger events on Sandbox and 20,000 a month on Professional.
Start with a run you can review. Check what happens when a source is missing or a tool call fails before you rely on the schedule; every run uses credits.
Compare plans for scheduled workA REPEATABLE ROUTINESchedule illustration
Weekly project briefing
Example routine · Every Monday
Mon
Tue
Wed
Thu
Fri
Every Monday09:00 · Local time
- 1Collect the latest inputs
Selected project files and updates
- 2Prepare the briefing
Progress, blockers, and open questions
- 3Review the next action
A draft report for the team
Scheduled tasks are included on Plus (3, daily), Pro (20, every 15 min) and Max (unlimited, every 5 min).
SPRINGBRAND VS DIFY PRICING
Compare the cost of your work.
Start with the plans. Then price the same job end to end: the models, tools and runs your team actually needs.
SpringBrand
Agent tools & APIs$29/ month
Plus · Monthly price; lower when billed annually
- 3,000 monthly credits
- Run 2 agents at once, with 3 daily scheduled tasks.
- Top-ups: $5 per 1,000 credits
DifyDify Cloud workspace
Professional Team $159 · Enterprise · Community edition
from$59/ month
Per workspace, billed monthly; $590 a year billed annually
- 5,000 message credits a month
- 3 team members and 50 apps
- 20,000 trigger events a month
Prices checked October 24, 2026. Credit units and included usage differ between products. Compare the cost of the same finished task; no like-for-like savings are implied.
What changes the cost of an AI agent?
When comparing SpringBrand vs Dify pricing, work backward from one finished task. Dify meters message credits, apps, knowledge storage and trigger events per workspace; SpringBrand meters credits per task and plan limits on parallel and scheduled agents.
Model usage
Dify message credits and SpringBrand credits are different units. Compare the model and context used for the same task; a short summary and a long research run cost very different amounts.
Tools and data
Count the API and plugin calls needed to reach a result, plus retries. Include any third-party API keys you pay for separately on Dify.
Runs and hosting
Estimate how often the job runs and how many run at once. On self-hosted Dify, add servers, upgrades and the team's time.
CHOOSE FOR YOUR TEAM
Which one sounds like you?
Find the line that sounds like you. Use both if your engineers ship a customer-facing app on Dify while your support or ops team needs internal reports every week.
Choose SpringBrand if…
You run support and want new tickets triaged and reply drafts ready every morning, without building an app.
- You are a product manager who wants a monthly feedback report with evidence, without asking engineering for a workflow.
- You run ops and want a weekly Slack channel summary posted to Slack, Teams or Lark while you are offline.
- You would rather pay one subscription for models, data and APIs than manage providers and API keys.
Choose Dify if…
You are an engineer shipping an AI app, chatbot or API to users and need a visible, testable execution path.
- You build a product where retrieval quality over a large knowledge base is the core.
- You need to self-host, run in your VPC, or inspect the source code.
- You need SSO, RBAC and audit logs on a private deployment.
SWITCHING FROM DIFYMove one job.
Move one job.
Keep what matters.
Moving from Dify starts with the result an app or workflow produces, not its nodes. Keep the goal, the inputs and the expected output, then list the tools and knowledge it depends on.
Pick one internal job, such as weekly ticket triage, and describe it to SpringBrand. Run both in parallel for a week and compare the results before you switch the old Dify workflow off; apps you publish to customers may belong on Dify.
Explore a task exampleYOUR MIGRATION CHECKLISTPlanning guide
DifySpringBrand
SpringBrand- 01
Goal & output
Keep what the workflow is for and the format of a good result. Describe that job to SpringBrand in plain language instead of rebuilding each node.
- 02
Tools & keys
List the model providers, plugins and data sources the workflow installs. Map each one to a built-in SpringBrand data source or a connected app, and reconnect accounts.
- 03
Knowledge
Identify the documents the job actually reads. Attach those files to the agent; a large governed knowledge base for a published app may stay on Dify.
- 04
Triggers & checks
Recreate the schedule only after one run is reviewed. Check time zones, duplicate runs, missing sources and the credits each run uses.
Manual evaluation and setup. No automatic Dify import is offered here.
A FEW MORE DETAILSSpringBrand vs
SpringBrand vs
Dify: FAQs
Compare AI agent builders, scheduled agents, integrations and pricing.
It is when you want an agent that does a job for your team rather than an AI app to design and host. In SpringBrand you describe the job in chat, confirm the setup, and the agent runs in the cloud on a schedule. Dify is the stronger fit when engineers build, publish and host an AI app or API for other users.
Dify is a platform for building agentic workflows, RAG pipelines and AI apps on a visual canvas, deployable on Dify Cloud, in your VPC or self-hosted. SpringBrand is a hosted AI agent builder with a marketplace of Agents, Skills and 10,000+ APIs and plugins: no canvas or deployment, scheduled runs, and agents that improve every run.
No. SpringBrand is a hosted service only. Dify offers a self-hosted Community edition with Docker and a private Enterprise deployment, so choose Dify if data must stay on your own infrastructure.
There is no automatic import. For each workflow, write down the goal, inputs, expected output, tools and knowledge it uses, then describe one job to SpringBrand in chat. Run both in parallel for a week and compare the results before you switch the Dify workflow off. Customer-facing apps you publish may be better left on Dify.
No code, and no blocks to wire as in Dify's Workflow Studio. Describe the job in chat and SpringBrand proposes the agent's setup — instructions, data sources, connected apps and skills — for you to confirm. If you prefer, fill in the same four parts in a form.
Agents work from live data, the tools you allow and your company documents rather than from model memory alone, and many tasks return sources with the result. Review the first runs; the agent learns from your feedback, so later runs need fewer corrections. If you need to tune chunking and test retrieval yourself, Dify's Knowledge Pipeline gives you those controls.
Upload company documents to a knowledge base and connect only the accounts you choose; the agent uses them to work with your context. For security details, see springbrand.ai/security; Enterprise adds SSO and SCIM. If data must stay on your own servers, Dify's self-hosted editions are the better fit.
Yes — and for many teams that is the right start. Keep the apps, chatbots and APIs you publish on Dify, and move the research, writing, screening and reporting jobs that change from run to run to SpringBrand.
SpringBrand Plus is $29 a month ($23 billed annually) with 3,000 credits, and one credit balance covers models, APIs and data; a typical task uses about 15–40 credits and top-ups are $5 per 1,000 credits. Dify Cloud Professional is $59 per workspace a month ($590 billed yearly) with 5,000 message credits, 3 members and 50 apps; Team is $159. The units differ, so price the same finished task on both.
SpringBrand has a Free plan: 300 credits on signup, then 100 a month, no credit card, 1 agent at a time. Dify has a free Sandbox with 200 message credits and a free self-hosted Community edition, where you supply the servers and model keys.
Stay with Dify when you ship a customer-facing AI app, chatbot or API, need to self-host or run in your VPC, want to inspect the source, or when retrieval quality over a large knowledge base is the core of your product. Its Enterprise plan adds SSO, RBAC and audit logs on a private deployment.
EXPLORE THE EXPERIENCE
Explore where your agent connects next.
BRING YOUR NEXT TASKSee what your agent
could get done.
Describe the job, review the result,
then save it as an agent that runs on its own.
Comparison reviewed October 24, 2026. Product details can change.