C3 AI vs Panther comparison

C3 AI and Panther are both solutions in the AI Data Analysis category. C3 AI is ranked #13 with an average rating of 7.6, while Panther is ranked #30 with an average rating of 8.0. C3 AI holds a 0.5% mindshare in ADA, compared to Panther’s 0.4% mindshare. Additionally, 80% of C3 AI users are willing to recommend the solution, compared to 100% of Panther users who would recommend it.

C3 AI

Read 5 C3 AI reviews

2,555 Views
818 Comparison Views

80% willing to recommend

Panther

Read 3 Panther reviews

2,622 Views
656 Comparison Views

100% willing to recommend

C3 AI

Panther

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between C3 AI and Panther based on real PeerSpot user reviews.

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Buyer's Guide

AI Data Analysis

May 2026

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Helped 896,942 peers since 2012

Review summaries and opinions

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

Categories and Ranking

C3 AI

Ranking in AI Data Analysis

13th

Average Rating

7.6

Number of Reviews

Ranking in other categories

AI Customer Experience Personalization (12th), AI Sales & Marketing (7th), AI Content Creation (7th), AI Procurement & Supply Chain (3rd)

Panther

Ranking in AI Data Analysis

30th

Average Rating

8.0

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Security Information and Event Management (SIEM) (39th)

Mindshare comparison

As of June 2026, in the AI Data Analysis category, the mindshare of C3 AI is 0.5%, up from 0.3% compared to the previous year. The mindshare of Panther is 0.4%. It is calculated based on PeerSpot user engagement data.

AI Data Analysis Mindshare Distribution
Product	Mindshare (%)
C3 AI	0.5%
Panther	0.4%
Other	99.1%

AI Data Analysis

Featured Reviews

reviewer2795349

Group Head of Data Strategy & Enterprise Governance at a consumer goods company with 10,001+ employees

Struggled to justify enterprise adoption but have valued broader developer accessibility

If I could change or add anything to improve C3 AI, I would suggest making it not just an AI platform, but a data and AI combined platform, as bringing in data management elements, governance, and cloud features is critical. The real AI and modeling represent only 20 percent of what is needed; there is over 80 percent in the rest of the world that should be addressed. Given Tom Siebel's deep understanding of corporate work and his network, integrating C3 AI with other ERP solutions such as Oracle, SAP, or Microsoft is essential. If C3 AI can be an enterprise platform, embedding more data elements and ensuring seamless integration with other ERP solutions would significantly enhance its capabilities and attractiveness. If someone told me that they have SAP, and C3 AI can seamlessly integrate the data and perform action calls between SAP, allowing me to operate on C3 AI as I would on SAP, that would be a killer feature for me. I would suggest avoiding traditional licensing sales as it is too expensive; the starting price is too high. Considering a subscription model or a pay-per-use model is the best business structure for AI or data solution vendors. The pay-per-use model benefits usage, as the more you use, the more successful you become with the platform.

Read full review

Narendran Nair

Product Security Engineer at Infoblox

AI triage has streamlined real-time alert monitoring and has improved on-call incident response

The best features Panther offers are AI Triage, the ability to comment on our activities, and seamless integration with other communication sources such as PagerDuty, Microsoft Teams, and potentially Slack, showcasing the flexibility we have in using this tool. The most valuable feature for my team is definitely AI Triage, which helps save a lot of time by eliminating the need for manual research regarding patterns that may be repeated, making our work easier and more efficient. Panther has positively impacted my organization as it serves as one of the main sources for triaging real-time incidents. Panther definitely plays a key role in the work that we do. Specific outcomes that show how Panther has helped our organization include saving a lot of time, especially since the AI Triage feature reduces the necessity to reach out to others for clarity, which it occasionally accomplishes on its own. To be honest, it does lack some aspects. For example, if it could access our organizational knowledge, including the Jira database, it might better analyze incidents and determine whether they are false positives or not by using more contextual data.

Read full review

Quotes from Members

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

Pros

"In the first phase alone, there was approximately $90 million in savings, which reduced about 5% of inventory."

"The biggest strength of C3 AI is how much it handles in one platform: data integration, model deployment, governance, monitoring, and application development."

"One of the best features C3 AI offers is that you do not need to learn Python or any specific machine learning programming language; you can use C3 AI with JavaScript."

"Since the adoption of C3 AI in our organization, we have seen strong returns from the platform, primarily through operational efficiency improvements and centralized management of AI applications."

"I have noticed improvements in efficiency, reduced downtime, and time saved for my team, as it is quite integrated through the source ML pipeline to report to general customer UI, functioning as one platform that takes care of everything, thus improving efficiency, optimization, and increasing project deliverables."

"I find Panther's detection capabilities and integrations to be highly valuable."

"The AI Triage feature saves a considerable amount of time, and if it were to incorporate organizational knowledge, it could provide finer-tuned results."

"We have seen a return on investment measured primarily through SOC efficiency and productivity improvements, with teams observing a twenty to thirty-five percent improvement in investigation efficiency depending on the environment and product maturity."

Cons

"However, I sometimes hear from colleagues that hallucination is an issue."

"We even failed to open any doors for C3 AI; there are no smaller wins, learning opportunities, or process improvements, even if the main goals were not met."

"The reason I chose eight out of ten is that as a user of C3 AI, I found the operational aspect not easy to understand; it is a bit tricky, and you should have more core knowledge to navigate C3 AI."

"C3 AI, being a powerful platform, could improve in some areas, particularly in terms of cost."

"C3 AI can feel very enterprise-heavy. For smaller teams, it may feel excessive."

"Regarding Panther's accuracy and reliability of output, I would rate it at 70 percent since, at times, it identifies findings as valid when they may actually be false positives, which we have experienced in a few cases."

"The solution could be improved by providing more built-in integrations, which would reduce the need for me to build them myself."

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Top Industries

By visitors reading reviews

Construction Company

35%

Comms Service Provider

10%

Energy/Utilities Company

10%

Financial Services Firm

Construction Company

13%

Manufacturing Company

13%

Financial Services Firm

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	3

No data available

Questions from the Community

What is your experience regarding pricing and costs for C3 AI?

The pricing for C3 AI was quite high compared to other smaller AI platforms and open-source alternatives we had explored. Initially, we were cautious due to the significant investment involved.

See all answers

What needs improvement with C3 AI?

C3 AI can feel very enterprise-heavy. For smaller teams, it may feel excessive. Some workflows also feel more complex than they need to be. Overall, it is a good product, but the platform can feel ...

See all answers

What is your primary use case for C3 AI?

I have been using C3 AI for roughly eight to ten months as part of a small engineering team working on operational analytics. We primarily use it for predictive maintenance and some newer generativ...

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What is your experience regarding pricing and costs for Panther?

I find the pricing to be reasonable, although I can't recall the exact cost.

See all answers

What needs improvement with Panther?

The solution could be improved by providing more built-in integrations, which would reduce the need for me to build them myself.

See all answers

What is your primary use case for Panther?

We use Panther ( /products/panther-reviews ) for our SIEM ( /categories/security-information-and-event-management-siem ) solution. It is used for aggregating logs and analyzing user activities. We ...

See all answers

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Product Reports

Buyer's Guide

C3 AI

May 2026

Download C3 AI product report

Buyer's Guide

Security Information and Event Management (SIEM)

May 2026

Download Panther product report

Overview

C3 AI leverages advanced AI to optimize supply chains, predict demand, and integrate data for improved decision-making. Real-time dashboards and alerts support quick actions, requiring JavaScript and machine learning expertise.

C3 AI empowers enterprises by enhancing operational efficiency through AI-driven insights. Users gain an edge by identifying pricing anomalies and tracking delivery and supplier health. With JavaScript as the primary interface, accessibility broadens, fostering implementation across platforms. C3 AI’s robust architecture, connectivity, and sourcing optimizations translate into significant savings, showcasing its reliability and diverse AI libraries. However, the need for a more streamlined deployment, better onboarding processes, and transparent AI recommendations remains essential for maximized use.

What are the main features of C3 AI?

Supply Chain Optimization: Uses AI for enhanced supply chain management and demand prediction.
Data Integration: Consolidates information from various sources for comprehensive analytics.
Real-Time Dashboards: Provides immediate data visualization and actionable insights.
Alerts and Notifications: Enables proactive decision-making through customized alerts.
Diverse AI Libraries: Enhances functionality with a wide range of AI tools and models.

What benefits should users look for when evaluating C3 AI?

AI-Driven Insights: Offers strategic data analysis for better decision-making.
Cost Savings: Demonstrated capability of generating millions in savings through optimization.
Scalable Operations: Facilitates scaling by integrating multiple ERP systems.
Predictive Maintenance: Reduces equipment downtime through precise failure predictions.
Automation: Streamlines sourcing and inventory management through automated processes.

Industries incorporate C3 AI for predictive maintenance, financial fraud detection, and operational scaling. Tech consultancies enable enterprise AI adoption using JavaScript, simplifying implementations without needing deep machine learning expertise. The platform’s comprehensive analytics are valued across sectors.

C3 AI

Panther is a comprehensive cybersecurity solution designed for modern security teams, offering real-time detection and prevention capabilities.

Panther delivers robust performance in threat detection, with features that enable organizations to monitor, analyze, and respond to security incidents in real-time. Its integration capabilities with various data sources enhance the detection of threats, providing security teams with enhanced visibility and control over their environments.

What are the key features of Panther?

Real-time detection: Monitors and analyzes data instantly for immediate threat identification.
Scalability: Handles large volumes of data, accommodating growing organizational demands.
Flexible Integration: Seamlessly connects with existing security tools and infrastructure.

What benefits should users consider in reviews?

Improved Security Posture: Enhances threat detection and response capabilities.
Cost Efficiency: Offers a scalable solution that optimizes resource usage.
Time Savings: Reduces the time taken to detect and respond to threats.

In industries like finance and healthcare, Panther provides tailored security analytics, efficiently handling high volumes of sensitive data. By integrating with industry-specific systems, Panther helps to maintain compliance and protect critical assets.

Panther

Sample Customers

Information Not Available

Docker, Loom, Discord, Dropbox, HubSpot, Asana, GoFundMe, Zapier, Benchling, JupiterOne, Jumio, Bitstamp, Intercom, Randori, and Cedar

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