CLI Guide

The Galadriel CLI is a command-line tool for interacting with the GPU marketplace. It provides a kubectl-style interface for managing orders, leases, and marketplace operations.

Installation

curl -sSL https://galadriel.com/install.sh | sh

Verify installation:

galadriel version

Configuration

Initial Setup

galadriel configure

You’ll be prompted for:

API token (get from https://app.galadriel.com/settings/tokens)
Default zone (e.g., us-west-1)
SSH public key (optional)

Configuration is saved to ~/.galadriel/config.yaml:

api_token: gal_abc123...
default_zone: us-west-1
ssh_public_key: ssh-ed25519 AAAAC3...

Environment Variables

Override config with environment variables:

export GALADRIEL_TOKEN=gal_abc123...
export GALADRIEL_ZONE=us-west-1

Marketplace Commands

Create Buy Order

Market Order (Instant)

galadriel order buy \
  --gpu-type h100 \
  --gpus 16 \
  --duration 24h \
  --zone us-west-1 \
  --type market

Options:

--gpu-type - GPU type: h100, h200, b200, b300
--gpus - Number of GPUs (multiple of 8)
--duration - Duration: 12h, 24h, 7d, etc.
--zone - Availability zone
--type - Order type (default: market)

Limit Order (Wait for Price)

galadriel order buy \
  --gpu-type h100 \
  --gpus 16 \
  --duration 24h \
  --price 3.20 \
  --zone us-west-1

Additional Options:

--price - Maximum price per GPU/hour
--start - Start time (ISO 8601, default: now)

Flexible Order (Best Price)

galadriel order buy \
  --gpu-type h100 \
  --gpus 8 \
  --duration 12h \
  --price 3.00 \
  --flex 48h \
  --zone us-west-1

Additional Options:

--flex - Time window for execution

List Orders

# All active orders
galadriel order list

# Filter by status
galadriel order list --status pending
galadriel order list --status filled

# Filter by side
galadriel order list --side buy
galadriel order list --side sell

Output:

ORDER ID     TYPE    SIDE  GPUs  STATUS   PRICE    FILLED  CREATED
ord_abc123   market  buy   16    filled   -        16/16   2h ago
ord_def456   limit   buy   16    pending  $3.20    0/16    30m ago
ord_ghi789   limit   sell  8     pending  $3.80    0/8     1h ago

Get Order Status

galadriel order get ord_abc123

Output:

ORDER ID:     ord_abc123
TYPE:         limit
SIDE:         buy
GPU TYPE:     h100
GPU COUNT:    16
LIMIT PRICE:  $3.50/hr
STATUS:       partial
FILLED:       8/16 GPUs (50%)
AVG PRICE:    $3.45/hr
CREATED:      2h ago
EXPIRES:      in 2h

MATCHES:
  - 8 GPUs @ $3.45/hr (matched 1h ago)
    Lease: lse_xyz123

Cancel Order

# Cancel entire order
galadriel order cancel ord_abc123

# Cancel with confirmation
galadriel order cancel ord_abc123 --yes

Orderbook Commands

View Orderbook

galadriel orderbook --gpu-type h100 --zone us-west-1

Output:

📊 Orderbook: H100 @ us-west-1 (2025-11-11 14:00 UTC)

Market Depth:
  Best Bid:  $1.30/GPU/hr  (24 GPUs)
  Best Ask:  $1.40/GPU/hr  (16 GPUs)
  Spread:    $0.10 (7.69%)
  Mid Price: $1.35

Bids (Buy Orders):                     Asks (Sell Orders):
  $1.30 ████████████████ 24 GPUs        $1.40 ████████ 16 GPUs
  $1.25 ███████████ 16 GPUs             $1.45 ████ 8 GPUs
  $1.20 ███████████████████ 32 GPUs     $1.50 ████████████ 24 GPUs

Last Trade: $1.35 (8 GPUs) @ 13:55 UTC
24h Volume: 1,920 GPU-hours

Options:

--gpu-type - GPU type
--zone - Availability zone
--depth - Number of price levels (default: 10)

View Prices

# Historical prices
galadriel prices --gpu-type h100 --zone us-west-1 --days 7

# Custom time range
galadriel prices \
  --gpu-type h100 \
  --zone us-west-1 \
  --start "2025-11-01T00:00:00Z" \
  --end "2025-11-07T23:59:59Z"

# With interval
galadriel prices --gpu-type h100 --zone us-west-1 --interval 1h

Get Price Estimate

galadriel prices estimate \
  --gpu-type h100 \
  --gpus 16 \
  --zone us-west-1

Output:

Price Estimate for Market Order
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
GPU Type: H100
Zone: us-west-1
Quantity: 16 GPUs

Estimated price: $1.38/hr (weighted average)
Best ask: $1.40/hr
Worst fill price: $1.45/hr
Total available: 48 GPUs
Sufficient liquidity: YES ✓

For 24h lease:
  Estimated cost: $530.88
  Platform fee: $53.09
  Total: $583.97

Lease Management

List Leases

# All active leases
galadriel list

# Filter by status
galadriel list --status all
galadriel list --status active
galadriel list --status expired

Output:

LEASE ID    GPUs  GPU TYPE  ZONE       STATUS  EXPIRES             COST/HR
lse_xyz123  16    H100      us-west-1  active  2025-11-12 14:00   $3.70
lse_abc456  8     H100      us-east-1  active  2025-11-07 10:00   $3.50

Get Lease Details

galadriel get lse_xyz123

Output:

LEASE ID:       lse_xyz123
CUSTOMER ID:    alice
GPU TYPE:       h100
GPU COUNT:      16
INSTANCE TYPE:  16xh100
NODES:          gpu-node-042, gpu-node-043
ZONE:           us-west-1
STATUS:         active
NAMESPACE:      customer-alice-lse-xyz123

TIMING:
  Start:        2025-11-11 14:00 UTC
  End:          2025-11-12 14:00 UTC
  Duration:     24h
  Remaining:    18h 30m

COST:
  Rate:         $1.40/GPU/hr
  Total cost:   $1,420.80
  Spent so far: $324.40
  Remaining:    $1,096.40

SSH ACCESS:
  [email protected]:22
  [email protected]:22

KUBECONFIG:
  ~/.kube/galadriel-lse-xyz123.conf

Get Kubeconfig

# Print to stdout
galadriel kubeconfig lse_xyz123

# Save to file
galadriel kubeconfig lse_xyz123 --save ~/.kube/galadriel.conf

# Set as current context
galadriel kubeconfig lse_xyz123 --set

SSH Access

# SSH to first node
galadriel ssh lse_xyz123

# SSH to specific node
galadriel ssh lse_xyz123 --node gpu-node-042

# SSH with custom command
galadriel ssh lse_xyz123 -- nvidia-smi

Resell Lease

# Basic resell
galadriel lease resell lse_xyz123 --price 3.00

# With transfer time
galadriel lease resell lse_xyz123 \
  --price 3.00 \
  --from "2025-11-12T14:00:00Z"

# Transfer immediately
galadriel lease resell lse_xyz123 \
  --price 3.00 \
  --transfer-now

Output:

💰 Creating resell order for unused GPU time...
✓ Order ID: ord_resell123
✓ Lease: lse_xyz123 (16x H100 GPUs)
✓ Original price: $3.45/GPU/hr
✓ Resell price: $1.20/GPU/hr
✓ Time remaining: 48 hours
✓ Potential recovery: $2,304.00
✓ After 10% platform fee: $1,958.40

Terminate Lease

# Terminate with confirmation
galadriel terminate lse_xyz123

# Skip confirmation
galadriel terminate lse_xyz123 --yes

Inventory Commands

View Inventory

# All zones
galadriel inventory

# Specific zone
galadriel inventory --zone us-west-1

# Specific GPU type
galadriel inventory --gpu-type h100

Output:

GPU Inventory
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

us-west-1:
  H100:  800 GPUs (100 nodes) available
  H200:  240 GPUs (30 nodes) available
  B200:  160 GPUs (20 nodes) available
  B300:   80 GPUs (10 nodes) available

us-east-1:
  H100:  640 GPUs (80 nodes) available
  H200:  192 GPUs (24 nodes) available
  B200:  128 GPUs (16 nodes) available
  B300:   64 GPUs (8 nodes) available

eu-west-1:
  H100:  480 GPUs (60 nodes) available
  H200:  144 GPUs (18 nodes) available
  B200:   64 GPUs (8 nodes) available
  B300:    8 GPUs (1 node) available

Total: 3,000 GPUs across all zones

Billing Commands

View Usage

# Current billing period
galadriel billing usage

# Previous period
galadriel billing usage --period previous

Output:

Billing Period: November 2025
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Current Charges: $7,139.66

Active Leases:
  lse_xyz123: 384 GPU-hours @ $3.70/hr = $1,689.60
  lse_abc456: 192 GPU-hours @ $3.50/hr = $  806.40

Payment Method: Card ending in 1234
Due Date: 2025-12-08

View Invoices

# Recent invoices
galadriel billing invoices

# With limit
galadriel billing invoices --limit 10

Global Options

All commands support these global flags:

--token string      API token (overrides config)
--zone string       Default availability zone
--output string     Output format: text, json, yaml
--verbose          Enable verbose output
--quiet            Suppress all output except errors
--yes              Skip confirmations

Examples

# JSON output
galadriel list --output json

# Different token
galadriel order list --token gal_different_token

# Quiet mode
galadriel terminate lse_xyz123 --yes --quiet

Bash Completion

Setup

# Bash
galadriel completion bash > /etc/bash_completion.d/galadriel

# Zsh
galadriel completion zsh > "${fpath[1]}/_galadriel"

# Fish
galadriel completion fish > ~/.config/fish/completions/galadriel.fish

Usage

After setup, tab completion works:

galadriel or<TAB>     # Completes to "galadriel order"
galadriel order <TAB>  # Shows: buy, sell, list, get, cancel

Advanced Usage

Piping and Scripting

# Get all pending order IDs
galadriel order list --status pending --output json | jq -r '.orders[].order_id'

# Cancel all pending orders
for id in $(galadriel order list --status pending --output json | jq -r '.orders[].order_id'); do
  galadriel order cancel $id --yes
done

# Export kubeconfigs for all leases
for lease in $(galadriel list --output json | jq -r '.leases[].lease_id'); do
  galadriel kubeconfig $lease --save ~/.kube/$lease.conf
done

Watch Mode

# Watch orders
watch -n 5 'galadriel order list'

# Watch orderbook
watch -n 10 'galadriel orderbook --gpu-type h100 --zone us-west-1'

# Watch leases
watch -n 30 'galadriel list'

Aliases

Add to your ~/.bashrc or ~/.zshrc:

alias gb='galadriel order buy'
alias gl='galadriel list'
alias gk='galadriel kubeconfig'
alias gs='galadriel ssh'
alias go='galadriel orderbook'

Troubleshooting

Common Issues

Command not found

Ensure the CLI is in your PATH:

which galadriel

If not found, add to PATH:

export PATH=$PATH:/usr/local/bin

Authentication failed

Check your API token:

cat ~/.galadriel/config.yaml | grep api_token

Reconfigure if needed:

galadriel configure

Order not filling

Check the orderbook to see if your price is competitive:

galadriel orderbook --gpu-type h100 --zone us-west-1

Cancel and retry with better price or use market order.

Debug Mode

Enable verbose logging:

galadriel --verbose order list

Next Steps

API Reference

REST API documentation

SDK Guide

Python and TypeScript SDKs

Examples

Real-world usage examples

Quickstart

Get started in 5 minutes

Getting Started

Marketplace

Tools

Advanced

​CLI Guide

​Installation

​Configuration

​Initial Setup

​Environment Variables

​Marketplace Commands

​Create Buy Order

​Market Order (Instant)

​Limit Order (Wait for Price)

​Flexible Order (Best Price)

​List Orders

​Get Order Status

​Cancel Order

​Orderbook Commands

​View Orderbook

​View Prices

​Get Price Estimate

​Lease Management

​List Leases

​Get Lease Details

​Get Kubeconfig

​SSH Access

​Resell Lease

​Terminate Lease

​Inventory Commands

​View Inventory

​Billing Commands

​View Usage

​View Invoices

​Global Options

​Examples

​Bash Completion

​Setup

​Usage

​Advanced Usage

​Piping and Scripting

​Watch Mode

​Aliases

​Troubleshooting

​Common Issues

​Debug Mode

​Next Steps

API Reference

SDK Guide

Examples

Quickstart

CLI Guide

Installation

Configuration

Initial Setup

Environment Variables

Marketplace Commands

Create Buy Order

Market Order (Instant)

Limit Order (Wait for Price)

Flexible Order (Best Price)

List Orders

Get Order Status

Cancel Order

Orderbook Commands

View Orderbook

View Prices

Get Price Estimate

Lease Management

List Leases

Get Lease Details

Get Kubeconfig

SSH Access

Resell Lease

Terminate Lease

Inventory Commands

View Inventory

Billing Commands

View Usage

View Invoices

Global Options

Examples

Bash Completion

Setup

Usage

Advanced Usage

Piping and Scripting

Watch Mode

Aliases

Troubleshooting

Common Issues

Debug Mode

Next Steps