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
Comet
Experiment tracking evaluation and AI observability for ML teams, available as free cloud or self hosted OSS with enterprise options for secure collaboration.
Pricing Free / Contact sales
Category data
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in Akkio
analyticspredictionno-codeagenciesreportingautomation
Shared
None
Only in Comet
mlopsexperiment-trackingevaluationobservabilitygovernance
Key Features
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
Comet
- • One line logging: Add a few lines to notebooks or jobs to record metrics params and artifacts for side by side comparisons and reproducibility
- • Evals for LLM apps: Define datasets prompts and rubrics to score quality with human in the loop review and golden sets for regression checks
- • Observability after deploy: Track live metrics drift and failures then alert owners and roll back or retrain with evidence captured for audits
- • Governance and privacy: Use roles projects and private networking to meet policy while enabling collaboration across research and product
- • Open and flexible: Choose free cloud or self hosted OSS with APIs and SDKs that plug into common stacks without heavy migration
- • Dashboards for stakeholders: Build views that explain model choices risks and tradeoffs so leadership can approve promotions confidently
Use Cases
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
Comet
- → Hyperparameter sweeps: Compare runs and pick winners with clear charts and artifact diffs for reproducible results
- → Prompt and RAG evaluation: Score generations against references and human rubrics to improve assistant quality across releases
- → Model registry workflows: Track versions lineage and approvals so shipping teams know what passed checks and why
- → Drift detection: Monitor production data and performance so owners catch shifts and trigger retraining before user impact
- → Collaborative research: Share projects and notes so scientists and engineers align on goals and evidence during sprints
- → Compliance support: Maintain histories and approvals to satisfy audits and customer reviews with minimal manual work
Perfect For
Akkio
marketing and media agencies growth teams operations leads and SMBs who want practical AI analytics with simple deployment and reports
Comet
ml engineers data scientists platform and research teams who want reproducible tracking evals and monitoring with free options and enterprise governance when needed
Capabilities
Akkio
Clean and Join Basic
Models and Scores Intermediate
Dashboards and Reports Basic
APIs and Integrations Intermediate
Comet
Experiments and Artifacts Professional
Prompts and Rubrics Professional
Production Drift Professional
Roles and Private Networking Enterprise
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