Griptape vs LangGraph (2026): which should you pick?
As of Nov 13, 2026, LangGraph grades higher than Griptape: 2.6 against 2.4 out of 4.0.
Checked Nov 13, 2026 · graded Nov 13, 2026 by ToolGPA
Griptape grades higher on ease of use. LangGraph grades higher on the free plan. They get the same grade on value for money, features and 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
LangGraph
Open-source framework for building controllable AI agents
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 LangGraph if
- Fits if you write Python or JavaScript and want control over each agent step
- Works for teams that already use LangChain or LangSmith
Look elsewhere if
- Not for you if you want a visual builder, because the framework itself has none
- Pricey if you deploy on LangChain's servers, which needs Plus at $39 a seat a month
- Watch out: traces, Agent Server compute and sandboxes are metered in LSUs at $1 each past the allowances
- Tight if you need history, since base traces are kept 14 days and 180-day traces cost extra
How we grade them
| 2.4GPAGriptapeFair | 2.6GPALangGraphGood | |
|---|---|---|
| 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. | CThe library is free, but deploying on LangChain's infrastructure needs LangSmith Plus at $39 a seat, above the category's middle of $25, with usage billed in LSUs. |
| 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. | AFree outright: the MIT library has no cap, and LangSmith Developer is $0 for one seat with 5k traces a month. |
| Features | BNode editor, Python framework, Griptape Cloud and on-premises options across many model vendors. The listing names no gap in the core job. | BSingle and multi-agent control, human approval, persistent memory, streaming and an Agent Server for deployment. The framework has no visual builder. |
| Ease of use | CA visual editor, but Python and a pro GPU for local models. We found no store rating. | DYou write code and run it yourself, or deploy an Agent Server. We found no store rating. |
| 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 code library with LangChain, LangSmith and MCP connections, plus hosted, hybrid or self-hosted deployment. No desktop or phone app. |
| Best for | visual AI workflows plus a Python framework | building controllable AI agents in code |
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 LangGraph. How we grade
Price against what you get
Griptape starts at $40 a month for each person and scores 2.7 out of 4 on features, ease of use and platforms. LangGraph starts at $39 a month for each person and scores 2.3.
Griptape scores higher, and starts $1 a month higher: the question is whether the extra is worth that to you. Of the other AI agents on the chart, 8 score higher than Griptape for less, and 29 score higher than LangGraph for less.
Features, ease of use and platforms, averaged
What paid plans start at, a month (each step along is roughly double) →
- The best score at each price
- Has a free plan
- No free plan
Where they differ
- LangGraph is self-hostable, according to its own site.
- Griptape also covers no-code.
At a glance
| Griptape | LangGraph | |
|---|---|---|
| Pricing | Free plan | Free plan |
| Starts at | $40 per user / month, billed monthly ($400 per user / year, billed annually) | $39 per seat / month, billed monthly |
| 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 LangGraph library is MIT-licensed and free. LangSmith Developer is $0 for 1 seat with 5k base traces a month. |
| Free trial | None listed | None listed |
| Web | ||
| macOS | ||
| Windows | ||
| Linux | ||
| Made by | Griptape, Inc. (sold through Foundry) | LangChain |
| Price read from | foundry.com | langchain.com |
| Checked | Nov 13, 2026 | Nov 13, 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.
LangGraph
- The library is code only; there is no visual builder in the framework itself.
- Deploying on LangChain's infrastructure needs LangSmith Plus ($39 per seat / month) or Enterprise; the Developer plan has no Agent Server.
- Beyond the included allowances, traces, Agent Server compute and sandboxes are metered in LangSmith units (1 LSU = $1).
- Base traces are kept 14 days; 180-day extended traces cost extra.
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.
LangGraph
- Graph-based agent control
- Low-level primitives for single-agent, multi-agent and hierarchical control flows in one framework.
- Human-in-the-loop
- Approval and moderation checks can be added so a person can steer or approve agent actions.
- Persistent memory
- Built-in memory stores conversation history and keeps context across sessions.
- Streaming
- Native token-by-token streaming exposes the agent's reasoning and actions as they happen.
- Agent Server deployment
- LangSmith Agent Server hosts agents in the cloud, in a hybrid setup, or fully self-hosted, with cron scheduling, an Assistants API and Studio.
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.
LangGraph
LangGraph (open source)$0
MIT-licensed library you run yourself; the vendor says it is free to use.
LangSmith Developer$0
per seat / month, then pay as you go
1 seat, 5k base traces a month, community support. No Agent Server.
LangSmith Plus$39
per seat / month, billed monthly, then pay as you go
Unlimited seats, 10k base traces a month and 1 small serverless Agent Server included; extra servers and usage are billed in LSUs.
LangSmith EnterpriseCustom
Cloud, hybrid or self-hosted deployment, custom SSO, RBAC, support SLA and custom seats.
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).
LangGraph
- Startups
LangSmith for Startups
Discounted rates and credits of up to $10,000 for VC-backed startups, by application.
Common questions
Which is cheaper, Griptape or LangGraph?
As of Nov 13, 2026, LangGraph is cheaper to start with: $39 a month for each person, against $40 a month for each person for Griptape. Griptape starts at $40 per user / month, billed monthly ($400 per user / year, billed annually), and LangGraph starts at $39 per seat / month, billed monthly.
Which has a free plan, Griptape or LangGraph?
As of Nov 13, 2026, both Griptape and LangGraph have a free plan.
Which platforms do Griptape and LangGraph run on?
As of Nov 13, 2026, only Griptape lists macOS, Windows and Linux apps. Both list a web app. A platform missing from a listing is one its maker's pages did not mention.
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.