[metadata]
description: Transparent pricing for every layer of the stack — platform plans, model training services, dataset licensing, and metered GPU compute. Open research stays free for everyone.
og:description: Transparent pricing for every layer of the stack — platform plans, model training services, dataset licensing, and metered GPU compute. Open research stays free for everyone.
og:image: https://legionedge.ai/og/pricing.png
og:title: Pricing · LegionEdge
og:type: website
og:url: https://legionedge.ai/pricing/
twitter:card: summary_large_image
twitter:description: Transparent pricing for every layer of the stack — platform plans, model training services, dataset licensing, and metered GPU compute. Open research stays free for everyone.
twitter:image: https://legionedge.ai/og/pricing.png
twitter:title: Pricing · LegionEdge
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[document-links]
/
About Us Our mission and vision.: /about/
About Us: /about/
Ambassador Program Join our developer advocates.: /programs/ambassador/
Articles Technical articles and insights.: /articles/
Articles: /articles/
Blog Updates and engineering deep-dives.: /blog/
Blog: /blog/
Careers Join our growing team.: /careers/
Careers: /careers/
Changelog: /changelog/
Changelogs Platform updates and releases.: /changelog/
Changelogs: /changelog/
Company Jul 13, 2026 LegionEdge launches the Design Initiative: /news/design-initiative/
Company Jul 14, 2026 The Infrastructure Initiative: from commit to production: /news/infrastructure-initiative/
Company Jul 15, 2026 Building the Agent Command System: /news/agent-command-system/
Company Jul 16, 2026 LegionEdge acquires Haze: /news/legionedge-acquires-haze/
Contact Get in touch with us.: /contact/
Contact sales: /contact/
Contact: /contact/
Datasets: /datasets/
Docs Quickstart, models, fine-tuning, endpoints.: /docs/
Docs: /docs/
Early-stage team? The Startup Program covers up to $25k of this pricing page. Product credits, efficiency office hours, and architecture reviews — no equity taken. See if you qualify: /programs/startup/
Event Program Host events and workshops.: /programs/events/
Events Workshops, meetups, and conferences.: /events/
Events: /events/
Foltrac Multi-cloud deployment with autonomous operations.: /products/foltrac/
Get started: https://auth.legionedge.ai/signup?redirect=https%3A%2F%2Fcloud.legionedge.ai%2F
Go to console: https://cloud.legionedge.ai/
Inference Quantization, distillation, and inference optimization.: /services/inference/
Model Training Custom training runs built on our efficient methods.: /services/model-training/
Multi-cloud deployment with autonomous operations.: /products/foltrac/
News: /news/
Nokuva The premier AI-native design editor.: /products/nokuva/
Overview: /products/foltrac/
Overview: /products/nokuva/
Overview: /products/tavoc/
Partner Program Build and grow with us.: /programs/partner/
Partners Our technology partners.: /partners/
Partners: /partners/
Partnership Aug 20, 2026 LegionEdge partners with Vultr Vultr becomes a compute partner for our training and serving — and the stage where we took our specialization work public at Ai4 2026.: /news/vultr-partnership/
Partnership Aug 20, 2026 LegionEdge partners with Vultr: /news/vultr-partnership/
Partnership Jul 18, 2026 LegionEdge partners with Google Cloud: /news/google-cloud-partnership/
Pricing Rate cards for training, datasets, and compute.: /pricing/
Pricing: /pricing/
Privacy Policy: /privacy/
Product Jul 17, 2026 LegionEdge launches LegionEdge Cloud: /news/legionedge-cloud/
Products: /products/
Protocol Design AI-native interfaces designed for your systems.: /services/protocol-design/
Research Overview: /research/
Research Partnerships Collaborate with our lab on open problems.: /services/research-partnerships/
Research: /research/
Reserve capacity: /contact/
Resources: /docs/
Rust-native code platform: IDE and desktop apps.: /products/tavoc/
Scope a training run: /contact/
Sign in: https://auth.legionedge.ai/login?redirect=https%3A%2F%2Fcloud.legionedge.ai%2F
Start free trial: https://auth.legionedge.ai/signup?redirect=https%3A%2F%2Fcloud.legionedge.ai%2F
Startup Program Resources for early-stage startups.: /programs/startup/
Startup Program Up to $25k in credits for early-stage teams.: /programs/startup/
Synthetic Data Custom datasets for training and evaluation.: /datasets/
Talk to Sales Scope a dataset or training engagement.: /contact/
Talk to sales: /contact/
Tavoc Rust-native code platform: IDE and desktop apps.: /products/tavoc/
Terms of Service: /terms/
The premier AI-native design editor.: /products/nokuva/
View all news: /news/
https://github.com
https://x.com

[content]
Pricing · LegionEdge
Products
Products
Nokuva
The premier AI-native design editor.
Tavoc
Rust-native code platform: IDE and desktop apps.
Foltrac
Multi-cloud deployment with autonomous operations.
Services
Synthetic Data
Custom datasets for training and evaluation.
Model Training
Custom training runs built on our efficient methods.
Inference
Quantization, distillation, and inference optimization.
Protocol Design
AI-native interfaces designed for your systems.
Research Partnerships
Collaborate with our lab on open problems.
Solutions
Pricing
Rate cards for training, datasets, and compute.
Startup Program
Up to $25k in credits for early-stage teams.
Talk to Sales
Scope a dataset or training engagement.
Research
No published
research
.
Resources
Resources
Docs
Quickstart, models, fine-tuning, endpoints.
Blog
Updates and engineering deep-dives.
Articles
Technical articles and insights.
Changelogs
Platform updates and releases.
Events
Workshops, meetups, and conferences.
Programs
Startup Program
Resources for early-stage startups.
Ambassador Program
Join our developer advocates.
Partner Program
Build and grow with us.
Event Program
Host events and workshops.
Company
About Us
Our mission and vision.
Careers
Join our growing team.
Partners
Our technology partners.
Contact
Get in touch with us.
News
Latest news
View all
news
Partnership
Aug 20, 2026
LegionEdge partners with Vultr
Vultr becomes a compute partner for our training and serving — and the stage where we took our specialization work public at Ai4 2026.
Partnership
Jul 18, 2026
LegionEdge partners with Google Cloud
Product
Jul 17, 2026
LegionEdge launches LegionEdge Cloud
Company
Jul 16, 2026
LegionEdge acquires Haze
Company
Jul 15, 2026
Building the Agent Command System
Company
Jul 14, 2026
The Infrastructure Initiative: from commit to production
Company
Jul 13, 2026
LegionEdge launches the Design Initiative
Sign in
Get started
Go to console
Products
Products
The premier AI-native design editor.
Rust-native code platform: IDE and desktop apps.
Multi-cloud deployment with autonomous operations.
Services
Synthetic Data
Custom datasets for training and evaluation.
Model Training
Custom training runs built on our efficient methods.
Inference
Quantization, distillation, and inference optimization.
Protocol Design
AI-native interfaces designed for your systems.
Research Partnerships
Collaborate with our lab on open problems.
Solutions
Pricing
Rate cards for training, datasets, and compute.
Startup Program
Up to $25k in credits for early-stage teams.
Talk to Sales
Scope a dataset or training engagement.
Research
No published
research
.
Resources
Resources
Docs
Quickstart, models, fine-tuning, endpoints.
Blog
Updates and engineering deep-dives.
Articles
Technical articles and insights.
Changelogs
Platform updates and releases.
Events
Workshops, meetups, and conferences.
Programs
Startup Program
Resources for early-stage startups.
Ambassador Program
Join our developer advocates.
Partner Program
Build and grow with us.
Event Program
Host events and workshops.
Company
About Us
Our mission and vision.
Careers
Join our growing team.
Partners
Our technology partners.
Contact
Get in touch with us.
News
Partnership
Aug 20, 2026
LegionEdge partners with Vultr
Partnership
Jul 18, 2026
LegionEdge partners with Google Cloud
Product
Jul 17, 2026
LegionEdge launches LegionEdge Cloud
Company
Jul 16, 2026
LegionEdge acquires Haze
Company
Jul 15, 2026
Building the Agent Command System
Company
Jul 14, 2026
The Infrastructure Initiative: from commit to production
Company
Jul 13, 2026
LegionEdge launches the Design Initiative
Sign in
Get started
Go to console
Pricing
A price for every layer of the stack.
Platform plans for teams, rate cards for training, datasets, and compute. Rent what we've built, bring your own, or commission something new — our open research stays free for everyone.
❯
Prices in USD.
Cancel anytime.
Platform plans
Model training
Datasets
Compute
Research
Plan rates
prices in USD · cancel anytime
Researcher
For individuals exploring LegionEdge protocols and open research.
$0
forever
Team
Popular
For teams building production AI systems on LegionEdge.
$49
per seat / month
Enterprise
For organizations with custom security & compliance needs.
Custom
annual contract
Team trial
14 days free — no card required
Seat changes
Prorated on the next invoice
Open research
Free for everyone, on every plan
Estimate
prices in USD
Plan
Researcher
Team
Enterprise
Seats
×
1
×
5
×
10
×
25
Billing
Monthly
Annual · 2 months free
Estimated monthly
$245
/ month
5 seats × $49 / seat / month
Start free trial
Contact sales
Team bills per active seat and prorates changes; annual billing takes two months off. Open research needs no plan at all.
Plan details
The spec sheet, not the sales pitch.
Compare plans
Researcher
Team
Enterprise
Platform
Sandbox environments
1
Unlimited
Unlimited
Seats
1
Unlimited
Unlimited
AI orchestration tooling
Early access to new protocols
Products
Nokuva
Free tier
Full access
Full access
Tavoc
Free tier
Full access
Full access
Foltrac
Free tier
Full access
Full access
Research
Open datasets & protocol specs
Private model fine-tuning
Custom synthetic data services
Support & security
Support
Community
Priority
Dedicated
SSO / SAML
Custom SLAs
Onboarding
Standard
White-glove
Model training services
Training, priced like an
engineering line item
.
Two axes set the price of every run: the compute it uses, metered per GPU-hour, and the parameters you need, billed per billion. Fine-tune, shrink a model you already have, or scope a custom program.
Training rates
compute used + params needed
Up to 8B params
$3,500
per B params / run
8B – 34B params
$3,000
per B params / run
34B – 70B params
$2,500
per B params / run
70B+ params
Custom
scoped with the lab
Compute used
Metered per GPU-hour at Compute rates — no markup
Eval runs
Included on every run
Weights & checkpoints
Yours, on every engagement
Minimum contract
$40,000 — dataset & training engagements, scoped
Other engagements
quoted after a scoping call
Distill & optimize
A smaller student, quantized and tuned to serve on your hardware.
$2,000
per B params, student
Frontier custom
Pretraining programs with a dedicated researcher on the project.
Custom
scoped with the lab
Estimate
compute + params · H100 on-demand
Params needed
8B
13B
34B
70B
Training tokens
1
B
10
B
50
B
Method
LoRA
Full fine-tune
Estimated per run
$28,474
/ run
120 H100-hrs ($474) + $28,000 params fee
Scope a training run
A run bills as compute used at the Compute-tab GPU rates plus the per-params service fee; custom programs are quoted after a scoping call. The weights are yours either way. Dataset and training engagements start at a $40,000 minimum contract.
Model datasets
Rent ours, bring your own, or
build your own
.
High-quality training data three ways, all priced per billion params of the model you train: license the corpora our pipeline keeps refreshing, run your own data through it, or commission a corpus built for your domain.
Rent ours
License our corpora at a rate that scales with the params of the model you train.
Off the shelf
from $500
per B params / month
Non-exclusive term license
Refreshes included while you rent
Validation report with every drop
Cancel anytime, keep nothing owed
Bring your own
Run your own data through the generation and validation pipeline, priced by the model it feeds.
Your data
$250
per B params / training run
Dedup & decontamination checks
Quality scoring on every sample
Synthetic augmentation on request
Ownership never leaves you
Build your own
A synthetic corpus built for your domain and your model scale, delivered with its harness.
Commissioned
from $4k
per B params, commissioned
Exclusive rights to the corpus
Built against your eval targets
Reproducible generation harness
Delivered with validation evals
Corpus
Domain
Scale
Refresh
License / B params
LE-Code
Code generation & repair
1.2T tokens
Monthly
$600 / B / mo
LE-Interface
UI/UX interaction traces
240M episodes
Monthly
$500 / B / mo
LE-Reasoning
Verified reasoning chains
85M chains
Quarterly
$750 / B / mo
Open research releases
Published with our papers
Various
—
Free forever
Dataset pricing scales with model size — a 7B model pays 7× the per-B rate, a 70B model 70×. Rented corpora carry a non-exclusive term license; anything we process or build for you is yours, including the generation harness. Dataset and training engagements start at a $40,000 minimum contract.
Compute
The clusters we train on,
by the minute
.
The same GPU fleet behind our research, priced per GPU-hour with no instance minimums. Reserve for a year and the rate drops about 30%.
GPU rates
priced per GPU-hour · billed hourly
Accelerator
VRAM
On-demand
Reserved (1 yr)
B200
180 GB
$
6.90
$
4.85
H100
80 GB
$
3.95
$
2.75
A100
80 GB
$
2.40
$
1.70
L40S
48 GB
$
1.15
$
0.85
NVMe scratch storage
$0.08 / GB-month
Egress
Free up to 10 TB / month, then $0.02 / GB
InfiniBand interconnect
Included on multi-node jobs
Estimate
30-day month
Accelerator
B200
H100
A100
L40S
GPUs
×
1
×
8
×
32
×
128
Usage
Bursty
·
4
h/day
Working hours
·
8
h/day
Always on
·
24
h/day
Commitment
On-demand
Reserved · 1 yr
Estimated monthly
$7,584
/ month
1,920 GPU-hrs at $3.95 / GPU-hr
Reserve capacity
Estimates assume a 30-day month and steady daily usage. Reserved rates require a 12-month commitment; spot capacity is available on request.
Research
The research is free.
The researchers are not.
Everything we publish stays open, whatever your plan. Rent the lab's time when you want it pointed at your problem.
Open releases
Everything the lab publishes — papers, datasets, protocol specs, and harnesses.
Open
$0
forever
Every paper, no paywall
Open datasets & eval harnesses
Protocol specs, Apache 2.0
No account required
Lab partnership
Our researchers working across the whole board with your team.
Retainer
from $12k
per month, retainer
Direct line to the lab
Architecture & data reviews
Reviews at every layer of the stack
Cancel with 30 days notice
Sponsored research
Point the lab at your problem; the findings publish openly either way.
Sponsored
Custom
per program
You set the question
Findings published openly
First implementation rights
Co-authorship where earned
Open by default
what publishing openly means here
Papers
CC BY 4.0
Free
Research datasets
Open data license
Free
Protocol specs
Apache 2.0
Free
Eval harnesses
MIT
Free
Sponsorship buys attention, not conclusions — sponsored findings publish openly whether or not they flatter the sponsor.
Early-stage team?
The Startup Program covers up to $25k of this pricing page.
Product credits, efficiency office hours, and architecture reviews — no equity taken.
See if you qualify
Billing questions
Can I try Team before paying?
Yes — every Team workspace starts with a 14-day free trial, no card required. When it ends you can downgrade to Researcher without losing your data.
How does per-seat billing work?
You're billed monthly for active seats. Add or remove people any time; changes prorate automatically on your next invoice.
Do you offer startup pricing?
The Startup Program includes up to $25k in product credits over 12 months for eligible early-stage teams — often more valuable than a discount.
What happens to my open-research access if I cancel?
Nothing. Datasets, protocol specs, and published research are open to everyone regardless of plan — that's the point of publishing them.
Who owns a model you train for me?
You do — weights, checkpoints, and eval results. Training engagements are work for hire; we keep the methods, you keep the model.
How is compute billed?
By the GPU-hour, with no instance minimums — on-demand meters exactly the hours you use. Reserved capacity bills monthly against a 12-month commitment at roughly 30% below on-demand.
Not sure which plan
fits
?
Tell us about your workload and we'll tell you honestly — including when the free tier is all you need.
Talk to sales
An AI research lab building the protocols, datasets, and efficient methods that power the next generation of intelligent applications.
❯
Most of our work is open.
AI-native design editor
Overview
Pricing
Changelog
Multi-cloud deployment
Overview
Pricing
Changelog
Rust-native code platform
Overview
Pricing
Changelog
Research
Research Overview
Datasets
Resources
Docs
Blog
Articles
Changelogs
Events
Company
About Us
Careers
Partners
Contact
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2026
LegionEdge. All rights reserved.
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