Vast.ai

$ curl -s 'https://console.vast.ai/api/v0/bundles/' | head -c 600
{"offers": [{"id": 29139710, "ask_contract_id": 29139710, "bundle_id": 1886940185, "bundled_results": null, "bw_nvlink": 0.0, "compute_cap": 1200, "cpu_arch": "amd64", "cpu_cores": 20, "cpu_cores_effective": 20.0, "cpu_ghz": 4.6, "cpu_name": "Core\u2122 Ultra 7 265F", "cpu_ram": 63923, "credit_discount_max": 0.0, "cuda_max_good": 13.0, "direct_port_count": 99, "disk_bw": 645.0, "disk_name": "nvme", "disk_space": 645.0, "dlperf": 199.43662668365562, "dlperf_per_dphtotal": 741.7064628730993, "dph_base": 0.26666666666666666, "dph_total": 0.2688888888888889, "driver_version": "580.126.09", "driver

$ uvx --from vastai vastai --help
⠋ Resolving dependencies...                                                     
⠙ Resolving dependencies...                                                     
⠋ Resolving dependencies...                                                     
⠙ Resolving dependencies...                                                     
⠙ vastai==1.6.0                                                                 
⠙ cryptography==49.0.0                                                          
⠙ pillow==12.2.0                                                                
⠙ pycares==4.11.0                                                               
⠙ aiodns==4.0.4                                                                 
⠙ cryptography==49.0.0                                                          
⠙ pillow==12.2.0                                                                
⠙ pycares==4.11.0                                                               
⠙ aiodns==4.0.3                                                                 
⠙ aiodns==4.0.2                                                                 
⠙ aiodns==4.0.0                                                                 
⠙ aiodns==3.6.1                                                                 
⠙ aiohttp==3.14.3                                                               
⠙ anyio==4.15.0                                                                 
⠙ argcomplete==3.7.2                                                            
⠙ borb==2.1.25                                                                  
⠙ curlify==3.0.0                                                                
⠙ psutil==7.2.2                                                                 
usage: vastai [-h] [--url URL] [--retry RETRY] [--explain] [--raw] [--full] [--curl] [--api-[redacted] API_[redacted]] [--version]
              [--no-color]
              command ...

options:
 -h, --help                    show this help message and exit
 --url URL                     Server REST API URL
 --retry RETRY                 Retry limit
 --explain                     Output verbose explanation of mapping of CLI calls to HTTPS API endpoints
 --raw                         Output machine-readable json
 --full                        Print full results instead of paging with `less` for commands that support it
 --curl                        Show a curl equivalency to the call
 --api-[redacted] API_[redacted]             API [redacted] to use. defaults to using the one stored in /Users/judegomila/.config/vastai/vast_api_[redacted]
 --version                     Show CLI version
 --no-color                    Disable colored output for commands that support it

Search:
 search offers                 Search for instance types using custom query
 search benchmarks             Search for benchmark results using custom query
 search templates              Search for template results using custom query
 search invoices               Search for invoices using custom query
 create template               Create a new template
 update template               Update an existing template
 delete template               Delete a Template

Instances:
 show instance                 Display user's current instances
 create instance               Create a new instance
 create instances              Create instances from a list of offers
 destroy instance              Destroy an instance (irreversible, deletes data)
 destroy instances             Destroy a list of instances (irreversible, deletes data)
 start instance                Start a stopped instance
 start instances               Start a list of instances
 stop instance                 Stop a running instance
 stop instances                Stop a list of instances
 reboot instance               Reboot (stop/start) an instance
 recycle instance              Recycle (destroy/create) an instance
 update instance               Update recreate an instance from a new/updated template
 label instance                Assign a string label to an instance
 prepay instance               Deposit credits into reserved instance
 change bid                    Change the bid price for a spot/interruptible instance
 launch instance               Launch the top instance from the search offers based on the given parameters
 show instances                Display user's current instances
 execute                       Execute a (constrained) remote command on a machine
 logs                          Get the logs for an instance
 ssh-url                       ssh url helper
 scp-url                       scp url helper
 take snapshot                 Schedule a snapshot of a running container and push it to your repo in a container registry
 run benchmarks                Benchmark a template against one or more GPUs

Host machines:
 show machine                  [Host] Show hosted machines
 show machines                 [Host] Show hosted machines
 show maints                   [Host] Show maintenance information for host machines
 list machine                  [Host] list a machine for rent
 list machines                 [Host] list machines for rent
 unlist machine                [Host] Unlist a listed machine
 delete machine                [Host] Delete machine if the machine is not being used by clients. host jobs on their own machines are disregarded and machine is force deleted.
 cleanup machine               [Host] Remove all expired storage instances from the machine, freeing up space
 defrag machines               [Host] Defragment machines
 set min-bid                   [Host] Set the minimum bid/rental price for a machine
 set defjob                    [Host] Create default jobs for a machine
 remove defjob                 [Host] Delete default jobs
 schedule maint                [Host] Schedule upcoming maint window
 cancel maint                  [Host] Cancel maint window
 dump-logs                     [Host] Bundle self-test diagnostics for support
 self-test machine             [Host] Perform a self-test on the specified machine
 reports                       Get the user reports for a given machine

Teams:
 create team                   Create a new team
 destroy team                  Destroy your team
 create team-role              Add a new role to your team
 show team-role                Show your team role
 show team-roles               Show roles for a team
 update team-role              Update an existing team role
 remove team-role              Remove a role from your team
 invite member                 Invite a team member
 show members                  Show your team members
 remove member                 Remove a team member

Auth & [redacted]s:
 create api-[redacted]                Create a new api-[redacted] with restricted permissions. Can be sent to other users and teammates
 show api-[redacted]                  Show an api-[redacted]
 show api-[redacted]s                 List your api-[redacted]s associated with your account
 delete api-[redacted]                Remove an api-[redacted]
 reset api-[redacted]                 Reset your api-[redacted] (get new [redacted] from website)
 create ssh-[redacted]                Create a new ssh-[redacted]
 show ssh-[redacted]s                 List your ssh [redacted]s associated with your account
 delete ssh-[redacted]                Remove an ssh-[redacted]
 update ssh-[redacted]                Update an existing SSH [redacted]
 attach ssh                    Attach an ssh [redacted] to an instance. This will allow you to connect to the instance with the ssh [redacted]
 detach ssh                    Detach an ssh [redacted] from an instance
 set api-[redacted]                   Set api-[redacted] (get your api-[redacted] from the console/CLI)
 show audit-logs               Display account's history of important actions
 show env-vars                 Show user environment variables
 create env-var                Create a new user environment variable
 update env-var                Update an existing user environment variable
 delete env-var                Delete a user environment variable
 tfa activate                  Activate a new 2FA method by verifying the code
 tfa delete                    Remove a 2FA method from your account
 tfa login                     Complete 2FA login by verifying code
 tfa resend-sms                Resend SMS 2FA code
 tfa regen-codes               Regenerate backup codes for 2FA
 tfa send-sms                  Request a 2FA SMS verification code
 tfa send-email                Request a 2FA Email verification code
 tfa auth-new                  Authorize your account to add a new 2FA method
 tfa status                    Shows the current 2FA status and configured methods
 tfa totp-setup                Generate TOTP secret and QR code for Authenticator app setup
 tfa update                    Update a 2FA method's settings

Billing & account:
 show invoices                 (DEPRECATED) Get billing history reports. Use `vastai show invoices-v1` instead.
 show invoices-v1              Get billing (invoices/charges) history reports with advanced filtering and pagination
 show earnings                 Get machine earning history reports
 show deposit                  Display reserve deposit info for an instance
 show user                     Get current user data
 set user                      Update user data from json file
 show subaccounts              Get current subaccounts
 create subaccount             Create a subaccount
 show ipaddrs                  Display user's history of ip addresses
 transfer credit               Transfer credits to another account
 show scheduled-jobs           Display the list of scheduled jobs
 delete scheduled-job          Delete a scheduled job

Serverless:
 create endpoint               Create a new endpoint group
 show endpoints                Display user's current endpoint groups
 update endpoint               Update an existing endpoint group
 delete endpoint               Delete an endpoint group
 get endpt-logs                Fetch logs for a specific serverless endpoint group
 get endpt-workers             List workers on an endpoint group with status and measured_perf
 create workergroup            Create a new autoscale group
 show workergroups             Display user's current workergroups
 update workergroup            Update an existing autoscale group
 update workers                Trigger a rolling update of all workers in a workergroup, or cancel an in-progress update
 delete workergroup            Delete a workergroup group
 get wrkgrp-logs               Fetch logs for a specific serverless worker group
 show deployments              Display user's current deployments
 show deployment               Display a single deployment
 show deployment-versions      Display versions for a deployment
 stop deployment               Stop a running deployment
 start deployment              Start a stopped deployment
 delete deployment             Delete a deployment by id, or by name and optional tag

Metrics:
 metrics gpu                   [Host] Get current GPU market metrics
 metrics gpu-trends            [Host] Get GPU market history
 metrics gpu-locations         [Host] Get GPU location metrics

Storage volumes:
 copy                          Copy directories between instances and/or local
 cancel copy                   Cancel a remote copy in progress, specified by DST id
 cancel sync                   Cancel a remote copy in progress, specified by DST id
 cloud copy                    Copy files/folders to and from cloud providers
 show connections              Display user's cloud connections
 search volumes                Search for volume offers using custom query
 create volume                 Create a new volume
 delete volume                 Delete a volume
 clone volume                  Clone an existing volume
 show volumes                  Show stats on owned volumes.
 show instance-backups         Show backups Vast has taken of your instances.
 show instance-backup-files    List the stored objects of one backup, with direct download URLs.
 list volume                   [Host] list disk space for rent as a volume on a machine
 list volumes                  [Host] list disk space for rent as a volume on machines
 unlist volume                 [Host] unlist volume offer

Other:
 help                          print this help message
 show pending-price-increases  List pending price-increase challenges for the authenticated user
 accept price-increase         Accept one or more pending host price increases
 reject price-increase         Reject one or more pending host price increases
 update                        Update the CLI to the latest version

Use 'vastai COMMAND --help' for more info about a command. AI agent? See https://raw.githubusercontent.com/vast-ai/vast-cli/master/vastai/SKILL.md

$ uvx --from vastai vastai search offers 'gpu_name=RTX_4090 num_gpus=1' -o 'dph' | head -12
⠋ Resolving dependencies...                                                     
⠙ Resolving dependencies...                                                     
⠋ Resolving dependencies...                                                     
⠙ Resolving dependencies...                                                     
⠙ vastai==1.6.0                                                                 
⠙ cryptography==49.0.0                                                          
⠙ pillow==12.2.0                                                                
⠙ pycares==4.11.0                                                               
⠙ aiodns==4.0.4                                                                 
⠙ cryptography==49.0.0                                                          
⠙ pillow==12.2.0                                                                
⠙ pycares==4.11.0                                                               
⠙ aiodns==4.0.3                                                                 
⠙ aiodns==4.0.2                                                                 
⠙ aiodns==4.0.0                                                                 
⠙ aiodns==3.6.1                                                                 
⠙ aiohttp==3.14.3                                                               
⠙ anyio==4.15.0                                                                 
⠙ argcomplete==3.7.2                                                            
⠙ borb==2.1.25                                                                  
⠙ curlify==3.0.0                                                                
⠙ psutil==7.2.2                                                                 
  #  ID        CUDA   N  Model     PCIE  cpu_ghz  vCPUs    RAM  VRAM  Disk
  1  46260850  13.0  1x  RTX_4090  22.4  2.6      24.0    32.2  24.6  205 
  2  49457390  13.0  1x  RTX_4090  11.7  4.5      10.0    23.9  24.6  241 
  3  41890591  13.0  1x  RTX_4090  20.5  2.9      18.3    36.8  24.6  354 
  4  49553569  12.2  1x  RTX_4090  12.5  3.4      16.0    64.3  24.6  727 
  5  49743667  13.3  1x  RTX_4090  24.9  2.8      12.0    32.2  24.6  294 
  6  47554699  13.0  1x  RTX_4090  25.0  2.8      12.0    32.0  24.6  665 
  7  49112072  12.4  1x  RTX_4090  25.0  2.8      7.0     32.2  24.6  1465
  8  45982651  13.0  1x  RTX_4090  11.3  3.8      4.0     32.1  24.6  158 
  9  27252597  13.0  1x  RTX_4090  23.9  2.8      12.0    64.4  24.6  788 
 10  48654841  12.7  1x  RTX_4090  23.7  3.7      32.0   129.0  24.6  1288
 11  49873484  13.2  1x  RTX_4090  25.0  2.3      24.0   128.9  24.6  1470