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Neptune.ai vs Zep: Which MLOps Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Rating
,
Reviews
0
From
Free

in MLOps

Rating
,
Reviews
0
From
Free

in MLOps

The Short Answer

Neptune.ai vs Zep, in 15 seconds

Choose Neptune.ai if…

  • You have strict security & compliance needs

Choose Zep if…

  • You want to trial before paying

Head-to-Head Scorecard

How Neptune.ai and Zep score

It's evenly matched, each leads on 1 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Neptune.ai
    No reviews
    Zep
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Neptune.ai
    0
    Zep
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Neptune.ai
    Free
    Zep
    Free
  • Free Access

    Availability of a free plan and/or free trial

    Zep
    Neptune.ai
    Free plan
    Zep
    Free plan + trial
  • Integrations

    Number of listed third-party integrations

    Even
    Neptune.ai
    6
    Zep
    6
  • Features

    Number of listed product capabilities

    Even
    Neptune.ai
    6
    Zep
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Neptune.ai
    ,
    Zep
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Neptune.ai
    Neptune.ai
    3
    Zep
    1
  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    Neptune.ai
    4
    Zep
    4

Feature Comparison

Neptune.ai vs Zep feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Neptune.ai
Zep
Overview
User rating
,
,
Pricing model
Per Month (Flat)
Subscription
Starting price
Free
Free
Free version
Free trial
Features
Key capabilities
Large-scale run trackingMetric visualizationModel comparisonTeam collaborationModel registryOpen-source integrations
Temporal knowledge graphLong-term memoryContext retrievalOpen-source GraphitiOpen-source SDKTracing and evals
AI features
,
,
Integrations & API
Integrations
PythonKubernetesAWSGoogle CloudAzureGitHub
PythonTypeScriptOpenAIAnthropicLangChainVercel
Public API
Platforms
Deployment
CloudSaaS
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2ISO 27001GDPR
SOC 2
Vendor
Company
,
,
Verified
Founded
2017
2023
Headquarters
Warsaw, Poland
San Francisco, California, USA

Pricing Comparison

Neptune.ai vs Zep pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Neptune.ai

Free to start
ProCustom
  • Higher usage limits
  • Metric visualization
  • Email support
  • Large-scale run tracking
EnterpriseCustom
  • Model comparison
  • Dedicated support
  • Team collaboration
  • Everything in Pro

Zep

Free to start
FreeFree
  • Limited monthly usage
  • Community support
  • Temporal knowledge graph
ProCustom
  • Temporal knowledge graph
  • Email support
  • Higher usage limits
  • Long-term memory
EnterpriseCustom
  • Everything in Pro
  • SSO and admin controls
  • Dedicated support
  • Context retrieval

Total cost of ownership factors

Free planNeptune.ai Zep
Free trial to evaluateNeptune.ai Zep
Transparent published pricingNeptune.ai Zep
Public API (build vs. buy add-ons)Neptune.ai Zep

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Neptune.ai vs Zep: strengths and trade-offs

Neptune.ai

Pros

  • Free plan available
  • Compliance: SOC 2, ISO 27001, GDPR
  • Public API available

Cons

    Zep

    Pros

    • Free plan available
    • Free trial offered
    • Compliance: SOC 2
    • Public API available

    Cons

      Buyer Fit

      Who should use Neptune.ai vs Zep?

      Startups

      Either

      Either keeps early-stage costs lowest with its entry tier.

      Small businesses

      Either

      Either offers the most accessible pricing for lean teams.

      Agencies

      Either

      Either connects to more tools for multi-client workflows.

      Enterprises

      Neptune.ai

      Neptune.ai leads on compliance and breadth for complex needs.

      Ecommerce

      Either

      Either integrates with more of the commerce stack.

      SaaS companies

      Either

      Either is the more developer- and automation-friendly choice.

      Integration overlap

      Shared integrations (1)

      Python

      Only in Neptune.ai (5)

      KubernetesAWSGoogle CloudAzureGitHub

      Only in Zep (5)

      TypeScriptOpenAIAnthropicLangChainVercel

      Keep Exploring

      Other alternatives worth considering

      Similar mlops products buyers compare alongside Neptune.ai and Zep.

      Ask SIA which solution fits your business

      SIA, Saaskart's AI buying assistant, weighs Neptune.ai and Zep against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

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      Neptune.ai vs Zep, Frequently Asked Questions

      What is the difference between Neptune.ai and Zep?

      Neptune.ai and Zep are both MLOps solutions. Neptune.ai is rated 0.0/5 by 0 users, while Zep is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

      Which is better, Neptune.ai or Zep?

      Based on user ratings, Neptune.ai scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

      Which is cheaper, Neptune.ai or Zep?

      Neptune.ai is the more affordable option with a free plan available.

      Does Neptune.ai or Zep have a free plan?

      Neptune.ai offers a free plan. does not have a free tier but does offer a free trial.

      Can I switch from Neptune.ai to Zep?

      Switching between Neptune.ai and Zep is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

      Who should use Neptune.ai vs Zep?

      Neptune.ai is best suited for teams that prioritise enterprise features. Zep works well for teams looking to start free and scale.

      Our Verdict

      The bottom line on Neptune.ai vs Zep

      Best Overall

      Either

      It's a tie balances user satisfaction and proven adoption.

      Best for Startups

      Either

      It's a tie has the friendliest entry point for new teams.

      Best for Enterprise

      Neptune.ai

      Neptune.ai leads on compliance and feature breadth.

      Best Value

      Either

      It's a tie delivers the lowest cost to get started.

      Best AI Features

      Either

      Comparable AI capabilities on both sides.

      Highest Rated

      Either

      Both earn equal user ratings.

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