Anyscale
Fully managed Ray platform for building and running AI workloads with pay as you go compute, autoscaling clusters, GPU utilization tools and $100 get started credit.
Pricing Pay as you go
Category data
Difficulty Beginner
Type Web App
Status Active
Akkio
No code AI analytics for agencies and businesses to clean data, build predictive models, analyze performance and automate reporting with team friendly pricing.
Pricing Free trial / Starts $49 per month
Category data
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in Anyscale
raydistributedtraininginferencegpuautoscaling
Shared
None
Only in Akkio
analyticspredictionno-codeagenciesreportingautomation
Key Features
Anyscale
- • Managed Ray clusters with autoscaling and placement policies
- • High GPU utilization via pooling and queue aware scheduling
- • Model serving endpoints with rolling updates and canaries
- • Ray compatible APIs so existing code ports quickly
- • Observability and cost tracking across jobs and users
- • Environment images with Python CUDA and dependency control
Akkio
- • Point and click model builder for churn conversion and scoring
- • Data prep tools to clean join and transform without scripts
- • Dashboards with narratives that explain drivers and lift
- • Scheduled reports to Slack email and client facing links
- • Live deployments and simple APIs to push scores into apps
- • Team spaces with sharing permissions and version history
Use Cases
Anyscale
- → Scale fine tuning and batch inference on pooled GPUs
- → Port Ray pipelines from on prem to cloud with minimal edits
- → Serve real time models with canary and rollback controls
- → Run retrieval augmented generation jobs cost efficiently
- → Consolidate ad hoc notebooks into governed projects
- → Share clusters across teams with quotas and budgets
Akkio
- → Score leads and route sales reps to high intent accounts
- → Forecast churn risk and trigger retention offers early
- → Automate weekly KPI reports with explanations and charts
- → Find creative and audience drivers behind ROAS shifts
- → Build quick proofs before handing to data engineering
- → Push scores to CRM to personalize outreach and nurture
Perfect For
Anyscale
ml engineers data scientists and platform teams that want Ray without managing clusters and need efficient GPU utilization with observability and controls
Akkio
marketing and media agencies growth teams operations leads and SMBs who want practical AI analytics with simple deployment and reports
Capabilities
Anyscale
Managed Clusters Professional
Model Endpoints Intermediate
Utilization and Cost Intermediate
Enterprise Controls Intermediate
Akkio
Clean and Join Basic
Models and Scores Intermediate
Dashboards and Reports Basic
APIs and Integrations Intermediate
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