Griptape vs Langflow (2026): which should you pick?
As of Nov 13, 2026, Langflow grades higher than Griptape: 2.8 against 2.4 out of 4.0.
Checked Oct 9, 2026 and Nov 13, 2026 · graded Oct 10, 2026 and Nov 13, 2026 by ToolGPA
Griptape grades higher on features and ease of use. Langflow grades higher on value for money and the free plan. They get the same grade on platforms.
Price, platforms and features side by side. The table says where each price was read and when.
Griptape
Visual AI workflows plus a Python framework for agents
Free plan · from $40/mo
Which one is for you
Pick Griptape if
- Fits if you build image or video AI pipelines and like nodes more than code
- Works for a small team of up to 3 on Professional
Look elsewhere if
- Not for you if you want a free plan for work, because it is non-commercial and single user
- Tight if your team passes 3 people, as Enterprise is priced on request
- Watch out: Griptape Cloud and Local list no prices on griptape.ai
- Skip it if you want to run models locally on a laptop, since the FAQ says it needs a professional GPU
Pick Langflow if
- Fits if you're a developer sketching out agent or RAG apps on a canvas
- Works for turning a flow into an API endpoint or an MCP tool for another app
Look elsewhere if
- Skip it if you want to sign up and build in the cloud, as the docs cover only installs you run yourself
- Not for you if you expect email support, because help comes through GitHub and the community unless you pay IBM
- Tight if you're on an Intel Mac, where the components that depend on PyTorch are limited or unavailable
- Watch out: Langflow Desktop needs macOS 13 or Windows and lacks the Shareable Playground and Voice Mode
- Too light for scheduled runs, triggers or team use, as none are on record
How we grade them
| 2.4GPAGriptapeFair | 2.8GPALangflowGood | |
|---|---|---|
| Value for money | CProfessional is $400 a user a year ($40 monthly), between the category's middle of $25 and dearer quarter at $50, for up to 3 users. | AIt costs nothing: the whole application is MIT licensed, and the only thing on sale is optional IBM support at a custom price, which buys support and not software. Model access and the machine it runs on are yours to pay for. |
| Free plan and trial | CA non-commercial plan for a single user, with model credits paid as you go. It can't be used for paid work. | AThe full application is free whichever way you run it, Langflow Desktop, the Docker image or the Python package, with nothing held back for a paid tier. You supply the computer and the model keys. |
| Features | BNode editor, Python framework, Griptape Cloud and on-premises options across many model vendors. The listing names no gap in the core job. | CIt covers the building job: components dragged onto a canvas, a playground to test in, agents that call whole flows as tools, flows published through an API or as MCP tools, and Python you can edit. That's a smaller job than the category's: nothing on record about schedules, triggers or team use. |
| Ease of use | CA visual editor, but Python and a pro GPU for local models. We found no store rating. | DYou host it yourself: the docs cover only installs you look after, Langflow Desktop, Docker, the Python package or Kubernetes, and you bring your own model keys. Desktop is the shortest route for one person on a Mac or Windows PC, and no rating is on record. |
| Platforms and integrations | BBrowser and desktop app on Mac, Windows and Linux, with a REST API and connections to OpenAI, Google, ElevenLabs, Hugging Face, Nuke, Maya and Blender. No phone app. | BA desktop app for Mac and Windows, Docker or Python anywhere else, and you work in a browser. It connects to OpenAI, Anthropic, Ollama, Pinecone, Notion and Slack, with an API and MCP in both directions. No phone app is listed. |
| Best for | visual AI workflows plus a Python framework | building agents on a free, open-source canvas |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: Griptape and Langflow. How we grade
Where they differ
- Langflow is self-hostable, according to its own site.
- Griptape also covers workflow automation and no-code.
- Langflow also covers templates.
In commonFree planWebmacOSWindowsLinuxOpen sourceAI agents
At a glance
| Griptape | Langflow | |
|---|---|---|
| Pricing | Free plan | Free plan |
| Starts at | $40 per user / month, billed monthly ($400 per user / year, billed annually) | Not published |
| Free plan | Non-commercial plan: single user, for testing or non-commercial use, with cloud-hosted models paid for as you go with credits. | The whole application is open source under the MIT license and free to run with Langflow Desktop, Docker or the Python package. You supply the infrastructure and the model access. |
| Free trial | None listed | None listed |
| Web | ||
| macOS | ||
| Windows | ||
| Linux | ||
| Made by | Griptape, Inc. (sold through Foundry) | Langflow (IBM) |
| Price read from | foundry.com | langflow.org |
| Checked | Nov 13, 2026 | Oct 9, 2026 |
Worth knowing
Griptape
- The pricing read here is for Griptape Nodes. Griptape Cloud and Griptape Local list no prices on griptape.ai.
- The free plan is limited to non-commercial use by a single user.
- Professional covers up to 3 users; larger teams go to Enterprise, which is priced on request.
- Running models locally needs a professional-grade GPU, according to the Foundry FAQ.
Langflow
- The docs cover only self-managed installs: Desktop, Docker, the Python package or Kubernetes. The homepage mentions a free cloud account but links no sign-up.
- Langflow Desktop is for macOS 13 or later and Windows, and lacks some features such as the Shareable Playground and Voice Mode.
- On Intel Macs, the ML and AI components that depend on PyTorch are limited or unavailable.
- The team gives no individual support by email: help comes through GitHub and community channels unless you subscribe to IBM Elite Support.
Key features
Griptape
- Griptape Nodes
- A node-based editor for building and editing AI workflows visually, with Python scripting available when you want it. It runs in a browser or as a desktop app.
- Python framework
- An open-source framework with primitives for agents, pipelines, workflows and RAG, plus drivers for different models, vector stores and tools.
- Griptape Cloud
- Hosted services for data sources, knowledge bases, retrievers, structures and conversation memory, reachable through a REST API.
- Many model providers
- The Foundry page lists standard integrations with vendors including Google, OpenAI, Black Forest Labs, ByteDance, ElevenLabs and Luma, plus Hugging Face models.
- On-premises options
- Griptape Engine and Nodes can run in the cloud or on-premises, and Griptape Local is described as running on infrastructure you own.
Langflow
- Visual flow editor
- A flow is built by dragging component nodes onto a canvas and connecting them. Each component is one step, with parameters you fix or override at run time.
- Playground
- Test a flow and see its logic and responses in real time without building the rest of the application, or run a single component on its own.
- Agents and tools
- Agent components can call other components and whole flows as tools, running as a single agent or as several working together.
- MCP server and client
- Flows can be exposed as tools through Langflow's MCP server, and Langflow can connect to external MCP servers as a client.
- API and deployment
- Flows run from your own code through the Langflow API or are exported as JSON. The docs cover Docker, Kubernetes, remote servers and cloud providers.
- Custom Python components
- Components are written in Python, so you can edit the ones provided, write your own or install components shared by other users.
Plans
Griptape
Non-commercial$0
Single user for testing or non-commercial use. Model credits are bought pay-as-you-go; support is through Discord.
Professional$400
per user / year, billed annually ($40 per user billed monthly)
For small teams, priced per user for up to 3 users. Includes 1,000 credits a month ($40 worth), and you can bring your own API keys for third-party models.
EnterpriseCustom
Unlimited users, cloud or on-premises deployment, advanced user and permission controls, and premium support and onboarding.
Langflow
Langflow OSSFree
The full MIT-licensed application, run with Langflow Desktop on macOS or Windows, a Docker image or the Python package.
IBM Elite Support for LangflowCustom
Optional subscription to IBM technical support for open-source deployments you run yourself. It covers support only and includes no software license.
Ways to pay less
Griptape
- Annual discount
Annual billing
Professional is $400 per user a year billed annually, against $40 per user a month billed monthly ($480 a year).
Langflow
No public discounts listed.
Common questions
Which is cheaper, Griptape or Langflow?
As of Nov 13, 2026, Griptape starts at $40 per user / month, billed monthly ($400 per user / year, billed annually), and Langflow publishes no starting price.
Which has a free plan, Griptape or Langflow?
As of Nov 13, 2026, both Griptape and Langflow have a free plan.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.