Neptune.ai vs Determined AI Pricing (2026)
Compare / Neptune.ai vs Determined AI
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Team size
25 seats

Neptune.ai vs Determined AI

MLOps Platforms pricing comparison · 2026

Neptune.ai costs $150–$250/user/mo, while Determined AI has a free plan and quote-based paid plans.

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Visit Neptune.ai pricing
Discount programs →
Visit Determined pricing
Free plan limits → Discount programs →
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2 products · MLOps Platforms
Side-by-side · live
N
Neptune.ai
Neptune.
verified 6mo ago
View pricing →
D
Determined AI
Determined AI (now HPE Machine Learning Development Environment) is an open-source distrib
verified 3mo ago
View pricing →
Estimated license cost
at 25 seats
List price × seats. Click a tier below to lock it.
Lab
$75K/yr
year 1 license · $250/seat
Pricing model unknown
Pricing model unknown
no public list price found
REF · 01

Sources & confidence

Every dollar amount and contract clause below traces back to a sourced fact. We don't manufacture composite scores.

Where this data comes from
Vendr · TrustRadius · Reddit · BBB · official docs
Sources 9 sourced facts
7 hidden-cost · 1 contract · 1 review platform
Last verified 6mo ago
Confidence Limited confidence
Sources 9 sourced facts
7 hidden-cost · 1 contract · 1 review platform
Last verified 3mo ago
Confidence Limited confidence
REF · 02

Plans at a glance

Every tier per product. Lock one to drive the cost row above and reveal a tier-specific outbound CTA.

Tier ladder
Click a tier to lock the cost row to it. Locking surfaces a tier-specific Visit CTA.
REF · 03

Hidden costs

Each cost is severity-ranked, with the dollar range quoted from its source (Vendr, Reddit, TrustRadius, BBB, official docs) — never our estimate.

Beyond the sticker
Severity-ranked, sourced
5 documented
  • Data Preparation
    30-40% of the total project effort and 15-35% of project costs
    1 source
  • Integration Engineering
    15-25% of hidden costs
    1 source
  • Human Capital/Talent Premiums
    1 source
  • Ongoing Maintenance and Retraining
    15-30% of infrastructure costs annually; $120,000 in the first year alone for a system with an initial development cost of $75,000
    1 source
  • Operational Overhead
    1 source
5 documented
  • Infrastructure Costs
    AWS EC2 m5.large at approximately $70/month, AWS RDS at around $123/month, AWS S3 at about $23/month per terabyte
    1 source
  • Human Capital Costs
    50 engineering hours for a basic MLflow setup, Senior AI engineers' salaries average around $212,928 in 2025, 25-45% premium over traditional software engineering roles, can reach $300,000-$500,000 in total annual compensation, 40-60% of total AI project budgets
    1 source
  • Data Preparation and Management
    50-70% of project time, 15-35% of project costs, $0.10-$5.00 per data point for data labeling, $60 out of every $100 spent on AI projects
    1 source
  • Integration Complexity
    10-20%
    1 source
  • Ongoing Maintenance and Retraining
    15-30% of infrastructure costs annually, $5,000 to $50,000 per retraining cycle
    1 source
REF · 04

Contract terms

The fine print, surfaced. Green = buyer-friendly. Each clause backed by a quoted source.

Neptune.ai
Determined
Auto-renewal
Yes
Yes
Cancellation
—
typically range from 30 to 90 days, with some enterprise agreements requiring 180+ days
Commitment
—
—
Price escalation
—
—
Can downgrade
—
—
Based on 2 verified sources (Vendr · TrustRadius · BBB)
REF · 05

What users say

Aggregated, with sample sizes. We use whichever review platform has data.

User reviews
TrustRadius · Trustpilot · G2
G2
4.5out of 5 (215)
Best for
Teams tracking foundation model training experiments at moderate scale
Watch out
steep learning curve
G2
4.5out of 5 (11)
Best for
ML teams and research organizations self-hosting on their own GPU infrastructure
Watch out
Setup is not lightweight and requires specialist configuration for some workflows.
Decide
Get a quote from each vendor
Each link opens the vendor's pricing page in a new tab.
Visit Neptune.ai pricing
Discount programs →
Visit Determined pricing
Free plan limits → Discount programs →
License cost is computed from publicly listed plans (real math, list price × seats). Median annual cost is from Vendr's deal flow when available — see source badges. Hidden costs and contract terms each cite their own sources. We do not invent composite scores.
MLOps Platforms

Neptune.ai

$150–$250
/user/mo
3 plans
Full pricing breakdown →
VS
MLOps Platforms

Determined AI

Free plan; paid plans by quote
2 plans · Free tier
Full pricing breakdown →

Neptune.ai and Determined AI both operate in the mlops platforms category. This page compares their list pricing.

Plan-by-Plan Pricing

Plan Neptune.ai Determined AI
Startup $150 /per user/month Free /free (self-hosted)
Lab $250 /per user/month Custom
Self-Hosted Custom —

What Users Say

Neptune.ai

G2
4.5out of 5 (215)
Top complaints
  • steep learning curve
  • undocumented features
  • need for coding skills

Determined AI

G2
4.5out of 5 (11)
Top complaints
  • Setup is not lightweight and requires specialist configuration for some workflows.
  • The UI polish is modest.
  • There is limited public evidence for compliance and uptime.

Hidden Costs

Beyond the sticker price — what catches buyers off guard.

Neptune.ai 7 hidden costs

critical
Data Preparation 30-40% of the total project effort and 15-35% of project costs
high
Integration Engineering 15-25% of hidden costs
critical
Human Capital/Talent Premiums
high
Ongoing Maintenance and Retraining 15-30% of infrastructure costs annually; $120,000 in the first year alone for a system with an initial development cost of $75,000
medium
Operational Overhead
See all Neptune.ai hidden costs →

Determined AI 7 hidden costs

high
Infrastructure Costs AWS EC2 m5.large at approximately $70/month, AWS RDS at around $123/month, AWS S3 at about $23/month per terabyte
critical
Human Capital Costs 50 engineering hours for a basic MLflow setup, Senior AI engineers' salaries average around $212,928 in 2025, 25-45% premium over traditional software engineering roles, can reach $300,000-$500,000 in total annual compensation, 40-60% of total AI project budgets
high
Data Preparation and Management 50-70% of project time, 15-35% of project costs, $0.10-$5.00 per data point for data labeling, $60 out of every $100 spent on AI projects (source dated Jun 2026)
medium
Integration Complexity 10-20%
high
Ongoing Maintenance and Retraining 15-30% of infrastructure costs annually, $5,000 to $50,000 per retraining cycle (source dated Jun 2026)
See all Determined AI hidden costs →

Contract Terms

Term Neptune.ai Determined AI
Auto-renewal Yes Yes
Cancellation — typically range from 30 to 90 days, with some enterprise agreements requiring 180+ days
Minimum commitment — —

Continue researching

Neptune.ai

Determined AI

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