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Ragie 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
$100/mo

in MLOps

Rating
,
Reviews
0
From
$125/mo

in MLOps

The Short Answer

Ragie vs Zep, in 15 seconds

Choose Ragie if…

  • You need the broader feature set

Choose Zep if…

  • You prefer Zep's approach and ecosystem

Head-to-Head Scorecard

How Ragie and Zep score

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

  • Customer Rating

    Average score from verified user reviews

    Even
    Ragie
    No reviews
    Zep
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Ragie
    0
    Zep
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Ragie
    $100/mo
    Zep
    $125/mo
  • Free Access

    Availability of a free plan and/or free trial

    Even
    Ragie
    Free plan
    Zep
    Free plan
  • Integrations

    Number of listed third-party integrations

    Even
    Ragie
    6
    Zep
    6
  • Features

    Number of listed product capabilities

    Ragie
    Ragie
    7
    Zep
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Ragie
    ,
    Zep
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Even
    Ragie
    1
    Zep
    1
  • Platforms & Deployment

    Supported platforms and deployment options

    Zep
    Ragie
    2
    Zep
    4

Feature Comparison

Ragie vs Zep feature breakdown

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

Ragie
Zep
Overview
User rating
,
,
Pricing model
FREEMIUM
FREEMIUM
Starting price
$100/mo
$125/mo
Free version
Free trial
Features
Key capabilities
Hybrid searchRerankingEntity extractionPartitionsMulti-language supportConnectors+1
Context GraphsLong-term agent memoryContext retrievalOpen source GraphitiSDKsFlexible deployment
AI features
,
,
Integrations & API
Integrations
PythonTypeScriptOpenAIAnthropicLangChainREST APIs
PythonTypeScriptOpenAIAnthropicLangChainVercel
Public API
Platforms
Deployment
Cloud
CloudSelf-hosted
Platforms
API
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2
SOC 2
Vendor
Company
,
,
Verified
Founded
2024
2023
Headquarters
,
San Francisco, California, USA

Pricing Comparison

Ragie vs Zep pricing

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

Ragie

$100/mo to start
DeveloperFree
  • 1,000 retrievals and pages
  • Hybrid search, reranking, entity extraction
Starter$100/month
  • Unlimited retrievals
  • 10,000 pages included
  • $0.02 per extra fast page, $0.05 hi-res
Pro$500/month
  • Unlimited retrievals
  • 60,000 pages included
EnterpriseCustom
  • Custom limits
  • Dedicated SLAs

Zep

$125/mo to start
FreeFree
  • 10,000 credits per month
  • Prototyping
Flex$125/month
  • 50,000 credits
  • 600 requests per minute
  • 5 projects
  • 1-day API logs
Flex Plus$375/month
  • 200,000 credits
  • 1,000 requests per minute
  • 10 projects
  • 7-day API logs
EnterpriseCustom
  • Negotiated credits
  • SLA, SOC 2 Type II, HIPAA BAA
  • 1-year audit logs
  • BYOC option

Total cost of ownership factors

Free planRagie Zep
Free trial to evaluateRagie Zep
Transparent published pricingRagie Zep
Public API (build vs. buy add-ons)Ragie Zep

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

Pros & Cons

Ragie vs Zep: strengths and trade-offs

Ragie

Pros

  • Free plan available
  • Lower starting price ($100/mo)
  • Compliance: SOC 2
  • Public API available

Cons

    Zep

    Pros

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

    Cons

    • Higher starting price ($125/mo)

    Buyer Fit

    Who should use Ragie 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

    Ragie

    Ragie connects to more tools for multi-client workflows.

    Enterprises

    Ragie

    Ragie leads on compliance and breadth for complex needs.

    Ecommerce

    Either

    Either integrates with more of the commerce stack.

    SaaS companies

    Ragie

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

    Integration overlap

    Shared integrations (5)

    PythonTypeScriptOpenAIAnthropicLangChain

    Only in Ragie (1)

    REST APIs

    Only in Zep (1)

    Vercel

    Keep Exploring

    Other alternatives worth considering

    Similar mlops products buyers compare alongside Ragie and Zep.

    Ask SIA which solution fits your business

    SIA, Saaskart's AI buying assistant, weighs Ragie 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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    Ragie vs Zep, Frequently Asked Questions

    What is the difference between Ragie and Zep?

    Ragie and Zep are both MLOps solutions. Ragie 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, Ragie or Zep?

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

    Which is cheaper, Ragie or Zep?

    Ragie is the more affordable option, starting at $100/month.

    Does Ragie or Zep have a free plan?

    Ragie offers a free plan. does not have a free tier but offers paid plans.

    Can I switch from Ragie to Zep?

    Switching between Ragie 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 Ragie vs Zep?

    Ragie 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 Ragie 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

    Ragie

    Ragie 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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