IBM watsonx vs Cerebras
Compare specialized AI Tools
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IBM watsonx
IBM watsonx is a portfolio for building governing and deploying AI that blends model studio data lakehouse and governance so enterprises train tune serve and audit AI under flexible licensing and deployment.
Pricing watsonx.ai pay as you go per million tokens and hourly hosting, watsonx.data software editions by quote, watsonx.governance licensed by VPC cores
Category specialized
Difficulty Beginner
Type Web App
Status Active
C
Cerebras
AI compute platform known for wafer-scale systems and cloud services plus a developer offering with token allowances and code completion access for builders.
Pricing Starts $50 per month (developer) / contact sales
Category specialized
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in IBM watsonx
watsonxfoundation-modelsgovernancelakehouseopen-sourcehybrid
Shared
None
Only in Cerebras
hardwaretraininginferencewafer-scaleclouddeveloper
Key Features
IBM watsonx
- • Model studio with IBM and third party models plus evals tuning and deployment
- • Token metering for inputs outputs and on demand hosting in watsonx.ai
- • Open data lakehouse with engines and connectors under software editions
- • Governance that records facts lineage and risk for approvals and audits
- • Flexible deployment across IBM Cloud AWS and on premises with OpenShift
- • Tooling for retrieval augmentation and grounding on enterprise data
Cerebras
- • Developer plans with fast code completions and daily token allowances
- • Wafer-scale CS systems and cloud clusters for training large models
- • API and SDK access to integrate inference into apps and agents
- • High throughput serving for interactive apps and copilots
- • Enterprise deployments with security reviews and SLAs
- • Option to scale from prototyping to production on the same platform
Use Cases
IBM watsonx
- → Domain copilots where studio models are tuned on governed corpora for support finance or operations
- → Search and analytics assistants that ground on lakehouse data with retrieval
- → Modernization projects that move legacy analytics into governed AI services
- → Compliance programs that require model facts lineage and approvals at release
- → Contact center pilots that summarize and assist while protecting PII
- → Document processing where models extract and classify with human review
Cerebras
- → Prototype code copilots with high context completions and fast tokens
- → Serve apps that require low latency responses at large scale
- → Accelerate training runs for LLMs and domain adapters
- → Integrate inference via APIs to web backends and tools
- → Run evaluations and red teaming at higher throughput
- → Support research teams with large batch experiments
Perfect For
IBM watsonx
CIOs data leaders platform teams and compliance owners in enterprises who need model choice governance and hybrid deployment with predictable licensing
Cerebras
developers ML engineers platform teams and enterprises seeking fast model access training throughput and predictable developer plans with enterprise pathways
Capabilities
IBM watsonx
watsonx.ai Studio Professional
watsonx.data Lakehouse Intermediate
watsonx.governance Professional
Hybrid Deployment Professional
Cerebras
Developer Plans Professional
Wafer-Scale Systems Enterprise
APIs and SDKs Professional
Enterprise Support Enterprise
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