Confluence is a collaboration and content sharing platform used primarily by customers who are already using Atlassian's Jira project tracking product. The product appeals particularly to IT users.
$6.40
per month per user
Hugging Face
Score9.9 out of 10
N/A
Hugging Face is a git-based platform where teams store, version, and share models, datasets, and demo apps, together with the libraries used to train and fine-tune those models — Transformers, PEFT (Parameter-Efficient Fine-Tuning), TRL (Transformer Reinforcement Learning), Accelerate, and Datasets. Inference Endpoints, a separate production service on the same account, deploys a Hub model onto Hugging Face-managed GPUs and returns a URL. In September 2026, NVIDIA agreed to acquire Hugging Face,…
$9
per month
Tungsten TotalAgility
Score8.2 out of 10
N/A
Tungsten TotalAgility brings cognitive capture capabilities to the hands of business analysts and non-technical users to solve content-centric challenges, including classification and extraction from financial documents, contracts, forms and other information-intensive documents.
N/A
Pricing
Confluence
Hugging Face
Tungsten TotalAgility
Editions & Modules
Free
$0
Free for 10 Users
Standard
$6.40
per month per user
Premium
$12.30
per month per user
Data Center
220,000.00
40,001+ Users - Annually
Enterprise
Contact Sales
Pro Account
$9
per month
Enterprise Hub
$20
per month per user
No answers on this topic
Offerings
Pricing Offerings
Confluence
Hugging Face
Tungsten TotalAgility
Free Trial
Yes
No
No
Free/Freemium Version
No
Yes
No
Premium Consulting/Integration Services
No
No
No
Entry-level Setup Fee
No setup fee
No setup fee
No setup fee
Additional Details
Prices shown here reflect prices for deployments with 100 users or less. The prices decrease wien the user base surpasses 100.
It is well suited due to the below reasons 1. Easy collaboration between teams 2. Strong integration with other applications 3. Centralized documentation among teams and within the organisation 4. Project planning and report sharing 5. Employee onboarding is easier and maintain HR policies very well. Less appropriate in below scenarios When this is being used as a main tool for communication rather than its purpose of collaboration.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
If an organisation has more access to data and have access to high end computers like GPUs it’s recommended to use Hugging face as it will give better accuracy than any other models. If an organisation having less data and has less access to GPUsis looking for decent performance then traditional algorithms are more appropriate than hugging face
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
The platform is an excellent solution for companies looking for a workflow automation system that can be used across departments and its return on investment becomes apparent once it is introduced in production for a business. Its ability to route work tasks dynamically between employees and outside parties, implement SLAs, and get information to a back-end source is excellent.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Cross product linking - If you use other Atlassian products then Atlassian Confluence is a no-brainer for your source of documentation, knowledge management etc. You can show previews of the linked asset natively E.g. showing a preview of a JIRA ticket in a Atlassian Confluence page.
Simple editing - Though the features available may not be super complex right now, this does come with the benefit of making it easy to edit and create documents. Some documentation editors can be overwhelming, Atlassian Confluence is simple and intuitive.
Native marketplace - If you want to install add-ons to your Atlassian Confluence space it's really easy. Admins can explore the Atlassian marketplace natively and install them to your instance in a few clicks. You can customise your Atlassian Confluence instance in many different ways using add-ons.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Ease of use. The drag and drop configuration to create the processes makes the product easy to use and configure. Most of the icons are intuitive on what they are and how to use them. The use of the colored icons for each value also helps to know that that value is looking for.
Forms. The capture forms are easy to create and maintain. A new field can be added to the Extraction group and then the capture form is regenerated and that field is automatically added to the form with all the proper attributes. If an additional check box or field is added to the form, that field stays when regenerated. This differs from KTA 6.0.
Kofax has done pretty well integrating all the pieces of Kofax into one product. KC (Kofax Capture), KIC (Kofax Import Connector), KTM (Kofax Transformation Module with OCR), and workflow are all combined into KTA (Kofax Total Agility). This lets all of these features work together in one product. Kofax does keep adding more to the functions that maybe were left out original version. This makes Kofax Total Agility a robust product.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
UI Design is very simplistic and basic could make use of more visually interesting colour choices, layout choices, etc.
Under the 'Content' menu, it defaults to having a landing page for all L1 and L2 category pages. Meaning as long as the broader content category has a sub-category, it still creates a separate landing page. In my team's case, this often creates blank pages, as we only fill out the page at the lowest sub-category (L3).
Hyperlinks are traditionally shown as blue, however, this results into very monotonously blue pages in cases where a lot of information is being linked.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Exception management within the platform can certainly be improved upon. If a job is suspended for any particular issue integrations can be put in place to attempt to handle them but it is kludgy and does not always work as anticipated.
The administration interface is based on Microsoft Silverlight which limits it to certain versions of Internet Explorer and the interface has seen better days. Their other application, Kofax Kapow, has a much more mature and intuitive interface. This supposedly is being replaced in the next major iteration but I have doubts it will be successfully done.
The product is expensive. It is also the Cadillac of workflow platforms with document transformation built in. In many cases the product can do what you want it to do but there may be other more cost effective platforms.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I am confident that Atlassian can come with additional and innovative macros and functions to add value to Confluence. In 6 months, Atlassian transformed a good collaborative tools into a more comprehensive system that can help manage projects and processes, as well as "talk" with other Atlassian products like Jira. We are in fact learning more about Jira to evaluate a possible fit to complement our tool box.
Atlassian Confluence is a great tool for project management, especially for internal documentation. It has a minimum governance requirement to use its full power. Also, it is a little pricy to unlock its full power as well, so it is not recommended for companies with a low budget in my opinion.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
We never worked against the tide while using Confluence. Everything loads considerably fast, even media components like videos (hosted on the platform or embed external videos from Youtube, for example). We are not using heavy media components a lot, but in the rare occasion we happen to use one we have no problems whatsoever.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
This rating is specifically for Atlassian's self-help documentation on their website. Often times, it is not robust enough to cover a complex usage of one of their features. Frequently, you can find an answer on the web, but not from Atlassian. Instead, it is usually at a power user group elsewhere on the net.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We chose Atlassian Confluence over SharePoint because it's much more user-friendly and intuitive. Atlassian Confluence makes collaboration and knowledge sharing easier with its simpler interface and better search. While SharePoint can be powerful, it often feels clunky and complex, making it harder for our team to actually use it.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
There are some other services offer similar capacity as to Hugging Face, but not entirely the same. For example, amazon web services have a machine learning service called Comprehend, which offer a set of easy to use APIs to do machine translation and entity recognition and some other common NLP use case.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Kofax TotalAgility is a beast of a package that gives you a thousand ways to tackle a problem, but it may not be the best platform for your needs. It is more of an enterprise platform that integrates well with other systems with moderate development time. Other packages may be cheaper, easier, and faster to implement depending on needs.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We totally rely on this tool since a decade now and despite being so much transition in our company it has served us well in those transitions
Many times, during security audits we are asked to showcase our readiness for various compliance points and confluence helps us a lot in maintaining that
Talking about Confluence in front of clients and customers gives us an upper hand that we are up to date with latest trend and technologies and tools for our RnD planning and management
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Kofax TotalAgility is very expensive. Some customers have reported that using the KTA workflow has increased productivity and has a good ROI overall. The customers have not shared true numbers for me to give details.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
