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Celonis vs Pinecone comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
6.8
Celonis improves efficiency and reduces costs by up to 80%, with ROI seen in 9 to 11 months.
Sentiment score
6.5
Pinecone boosts efficiency by reducing task time, eliminating extra hires, and enhancing decision-making, outweighing costs with productivity gains.
In the first couple of years, I would not expect a return on investment because the initial setup will take more than a year if the process requires significant customization.
Senior Business Intelligence Analyst at a manufacturing company with 10,001+ employees
In my opinion, there's a positive return on investment.
Head of Commercial Excellence at Sartorius AG
I have seen a return on investment, especially in time saved for my clients; in the incident management process, the average cycle time for handling tickets was over ninety-eight hours, but after identifying root causes, such as tickets being held due to wrong group allocation, the cycle time reduced to approximately thirty-eight hours.
Process Mining Consultant at a tech vendor with 10,001+ employees
The clearest financial metric is probably this: the cost of Pinecone, which is a few hundred dollars monthly, is easily offset by the productivity gains from not having analysts spend hours manually searching documents.
AI Engineer at a educational organization with 51-200 employees
I have achieved a 30 to 40% reduction in time to go through the documentation because now I can ask a query from the chatbot, and it provides the result with the appropriate source link.
Technical Product Manager at a tech vendor with 1,001-5,000 employees
DevOps is relieved because they don't have to manage a vector database and security and all the things related to the vector database.
Freelancer at Trishiai.com
 

Customer Service

Sentiment score
5.7
Celonis support is praised for responsiveness but criticized for inconsistencies and slower responses, especially for smaller contracts.
Sentiment score
5.3
Pinecone's customer service is efficient with excellent documentation, though lower-tier plans may experience slower support for complex issues.
It took more than two weeks to receive a response.
Senior Business Intelligence Analyst at a manufacturing company with 10,001+ employees
Celonis customer support is really good; they investigate concerns thoroughly and provide solutions or troubleshooting steps, which I find helpful.
Process Mining Consultant at a tech vendor with 10,001+ employees
Other times I do not get much clarity on the support from the team.
Data Engineer at a pharma/biotech company with 10,001+ employees
For production issues where you need quick solutions, having more responsive support channels would be beneficial.
AI Engineer at a educational organization with 51-200 employees
The customer support of Pinecone is very good; you send an email and receive a response within a few hours, typically four to five hours.
Chief Technology Advisor at Kovaad technologies Pvt Ltd
I haven't needed support because the documentation is good enough to help developers get up to speed.
Research Assistant at a university with 10,001+ employees
 

Scalability Issues

Sentiment score
7.2
Celonis provides scalable solutions with seamless integration, accommodating enterprise roles and data needs while managing deployment and cost considerations.
Sentiment score
6.9
Pinecone scales efficiently from thousands to billions of vectors, maintaining performance, but costs rise with increasing index size.
I recall that when we started using Celonis, we had a space of five terabytes and around one thousand users, and Celonis managed all of that easily.
Senior Business Intelligence Analyst at a manufacturing company with 10,001+ employees
I recommend focusing on recent data or perhaps five years of historical data along with live data for better visibility and stability in the process.
Process Mining Consultant at a tech vendor with 10,001+ employees
At the moment, I'd rate scalability six or seven out of ten.
Senior Development Manager at Lutech
It splits vector data into shards, and each shard can be independently indexed and queried, helping with parallel query execution.
Technical Product Manager at a tech vendor with 1,001-5,000 employees
We are storing close to around 600K items or entries in the database, and our indexing and retrievals are within seconds, often in microseconds.
Chief Technology Advisor at Kovaad technologies Pvt Ltd
Scalability has been solid. I have grown from around 10,000 vectors to 500,000 without hitting any hard times or performance issues.
AI Engineer at a educational organization with 51-200 employees
 

Stability Issues

Sentiment score
8.0
Celonis is stable with minor issues, reliable performance, effective task handling, and stability ratings generally between eight and ten.
Sentiment score
8.3
Pinecone is highly stable and reliable with excellent uptime, efficiently managing scaling and large data loads.
It's super stable.
Head of Commercial Excellence at Sartorius AG
Celonis is stable.
Management Data Engineer & Governance Senior Analyst at a tech vendor with 10,001+ employees
It is able to withstand the enormous data load and manage it effectively.
Technical Product Manager at a tech vendor with 1,001-5,000 employees
I have had excellent uptime and cannot recall any significant outages affecting my production indexes over the past year.
AI Engineer at a educational organization with 51-200 employees
Pinecone is stable, excelling in managed production scaling.
Associate Director at a pharma/biotech company with 10,001+ employees
 

Room For Improvement

Celonis needs improvements in integration, usability, automation, visualization, pricing, and support, including better documentation and data handling.
Pinecone users want better marketing, more free resources, enhanced documentation, faster support, and improvements in features, costs, and onboarding.
Ultimately, I need niche expertise, combining strong SAP knowledge with Celonis competency.
Head of Commercial Excellence at Sartorius AG
It is essential for the Celonis solution to have their services and solution models integrated with GenAI.
Senior Development Manager at Lutech
The most important area for improvement is the automation part.
Data Engineer at Baker Hughes
When we started two years ago, there weren't any vector databases on AWS, making Pinecone a pioneer in the field.
Senior Engineer at a outsourcing company with 1,001-5,000 employees
In LangSmith, end-to-end API calls can be analyzed, showing what request came from the customer, what vector search was performed, what prompt was created, what call was given to the LLM, and what response was received from the LLM to the UI.
Data Science Architect at publicis Sapient
Regarding needed improvements, I would like to see more regional endpoints, particularly serverless regional endpoints, as that's the most important one, along with multi-modality support.
Head of Engineering
 

Setup Cost

Celonis pricing is costly for SMEs, with variable costs based on data usage, making it a significant investment.
Pinecone Enterprise pricing depends on index size and API requests, with flexible yet potentially higher costs than open-source options.
I think it's relatively expensive, but it's also good.
Head of Commercial Excellence at Sartorius AG
Based on client feedback, I have heard that the pricing for Celonis is considered high.
Senior Application Developer at Fujitsu
creating a data model for one process will differ in cost if you add more data models for additional processes.
Process Mining Consultant at a tech vendor with 10,001+ employees
For my setup, initial costs were low since I started small, but as I scaled to 500,000 vectors, the monthly bill grew noticeably.
AI Engineer at a educational organization with 51-200 employees
The setup cost for us is nil, and the licensing and pricing are pretty decent.
Chief Technology Advisor at Kovaad technologies Pvt Ltd
Pricing was handled by the procurement team, but it follows a usage-based pricing model, and I have to pay for storage, read operations, and write operations.
Technical Product Manager at a tech vendor with 1,001-5,000 employees
 

Valuable Features

Celonis excels in process mining and automation with intuitive dashboards, seamless integration, and user-friendly UI for data-driven decisions.
Pinecone's features streamline AI workflows with easy integration, scalability, low latency, and hybrid search for improved document retrieval.
Celonis is also beneficial for its built-in apps that streamline tasks from legacy applications, facilitating daily operations and improving efficiency.
Senior Application Developer at Fujitsu
It provides a visualization of the process itself, giving a very good synthesis of performance and helping me find improvements.
Head of Commercial Excellence at Sartorius AG
It's the first solution that combines business competence and capabilities with technological capabilities.
Senior Development Manager at Lutech
The namespaces feature allows us to break down or store data for each user separately, reducing interference and maintaining privacy as an important feature.
Chief Technology Advisor at Kovaad technologies Pvt Ltd
Pinecone has positively impacted my organization by helping people in needle-in-a-haystack situations, as previously they had to grind through PDF documents, PowerPoint documents, and websites, but now with Pinecone, they can ask questions and receive references to documents along with the page numbers where that information exists, so they can use it as a reference or backtrack, especially for things such as FDA approvals where they can quote the exact page number from PDF documents, eliminating hallucination and providing real-time data that relies on an external vector database with enough guardrails to ensure it won't provide information not in the vector database, confining it to the information present in the indexes.
Senior Engineer at a outsourcing company with 1,001-5,000 employees
Pinecone, on the other hand, is pay-as-you-go on the number of queries. You only pay for the queries that you hit.
Research Assistant at a university with 10,001+ employees
 

Categories and Ranking

Celonis
Ranking in AI Data Analysis
7th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
60
Ranking in other categories
Process Mining (2nd)
Pinecone
Ranking in AI Data Analysis
8th
Average Rating
8.2
Reviews Sentiment
6.5
Number of Reviews
17
Ranking in other categories
Vector Databases (3rd), AI Content Creation (4th)
 

Mindshare comparison

As of May 2026, in the AI Data Analysis category, the mindshare of Celonis is 0.5%. The mindshare of Pinecone is 0.5%, down from 4.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Celonis0.5%
Pinecone0.5%
Other99.0%
AI Data Analysis
 

Featured Reviews

EA
Data Engineer at Baker Hughes
Process mining has delivered major savings and now needs better automation and task mining
Collaboration with ERPs should be improved. Compared to SAP Signavio, Celonis is less competitive for BPMN modeling. Deployment flexibility needs enhancement, as on-premises support is not as strong as SaaS support. The most important area for improvement is the automation part. End-to-end automation capabilities are desired. Currently, workflows are being used, but actions should be able to go via email, task, APIs, and ultimately write back to the source. Adding RPA capability that can interact with required systems and write back to the source would greatly enhance Celonis. Task mining capabilities also require improvement. UiPath Process Mining and Microsoft Process Mining have better task mining capabilities compared to Celonis. Usability and support from Celonis need improvement. They should help clients find more value in the product. Cost is another significant concern, as Celonis is very expensive compared to other process mining tools. The license cost should be reduced. Celonis should establish partnerships with clients to find more use cases and maximize the value gained from Celonis.
Harshwardhan Gullapalli - PeerSpot reviewer
AI Engineer at a educational organization with 51-200 employees
Semantic search has transformed financial document discovery and supports real-time RAG chat
On the integration side, Pinecone's Python SDK is straightforward. It integrates well with the usual AI stack like LangChain and LlamaIndex. That was smooth for me. Where it could improve is around documentation for edge cases. For instance, handling metadata filtering at scale, understanding the right embedding dimensions for different use cases, and best practices for indexing strategies. Those topics felt sparse in the documentation. More real-world tutorials specific to common patterns like RAG or recommendation systems would help developers ramp up faster. On support, the community is helpful, but if you hit something tricky and you are on a lower-tier plan, getting quick answers can be slow. Better-tiered support or more comprehensive troubleshooting guides would be valuable, especially for production deployments where latency is critical.
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Top Industries

By visitors reading reviews
Manufacturing Company
16%
Computer Software Company
10%
Financial Services Firm
9%
Energy/Utilities Company
6%
Computer Software Company
11%
University
9%
Financial Services Firm
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise6
Large Enterprise45
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise8
 

Questions from the Community

Which is better - Signavio Process Manager or Celonis?
SAP Signavio Process Manager is a very robust industrial-grade business process modeling tool. It is easy to use and does not require too much technological involvement. This solution has a collabo...
What is your experience regarding pricing and costs for Celonis?
I am not heavily involved in that particular aspect, but I have heard that Celonis is somewhat expensive.
What needs improvement with Celonis?
Collaboration with ERPs should be improved. Compared to SAP Signavio, Celonis is less competitive for BPMN modeling. Deployment flexibility needs enhancement, as on-premises support is not as stron...
What needs improvement with Pinecone?
Pinecone is not open-source. The cost can escalate based on the pay-as-you-go pricing, so when there are high volume large embeddings, the cost would automatically rise. Additionally, there is no o...
What is your primary use case for Pinecone?
I have been using Pinecone for two years, starting with agents and RAG models. My main use case for Pinecone is to build a RAG model to create chatbots for enterprise. We created a chatbot and used...
What advice do you have for others considering Pinecone?
If you are looking for a highly scalable, performance-oriented, highly reliable system, go for Pinecone. It is especially designed for handling AI use cases. I would give Pinecone a rating of seven...
 

Comparisons

 

Overview

 

Sample Customers

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Find out what your peers are saying about Celonis vs. Pinecone and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.