Morph Cloud vs OpenAI Containers

Morph Cloud rents you full Linux VMs with root and Docker that you can pause, snapshot and branch with their memory. OpenAI Containers are short-lived boxes inside OpenAI's model API where the model runs code, then the box expires after 20 minutes without use.

The companies and products

Morph Cloud

Morph Cloud sells full virtual machines for AI agents that can be snapshotted, branched and restored with their memory, which it calls Infinibranch.

You get MorphVM instances as low-level building blocks and Devboxes as ready workspaces on top of them, with SSH, preview URLs and a tmux API for running coding agents you install yourself. Everything is billed in MCUs, where one MCU is 1 vCPU, 4 GB of RAM or 16 GB of disk for an hour. It is built for teams that fan agents out from one saved state, and it also sells managed GitHub Actions runners and a shared filesystem.

OpenAI Containers

OpenAI Containers are the sandboxes OpenAI runs for its own model tools: Code Interpreter, Hosted Shell and the Agents API's hosted sandbox.

This is a different kind of product from boat: a tool inside OpenAI's model API, not a machine you rent. You create a container through the API or let a Responses call make one, and the model runs Python or shell commands in it on a fixed Debian 12 image without sudo, until it expires after 20 minutes without use. It is built for apps that already call OpenAI models and want them to run code, read files and make charts without running any servers.

Which use cases each one fits

For each use case, Battleships prices every sandbox provider on the same workload and sorts them from the cheapest monthly bill up. “16th cheapest of 345” means 15 of the other 344 providers run that workload, with every feature it needs, for less. “With limits” means the provider runs it but misses something, so it is listed after every full match. Open a use case for its whole ranking and what each provider misses.

Use case and its workloadMorph Cloud: price rankOpenAI Containers: price rankboat: price rank
Software factory
100 at once · 4 vCPU / 8 GB · 2,200 sessions of 8 h a month
A coding agent that needs Docker, root and a repo kept for days fits on Morph and on boat, but not in an OpenAI container that has no sudo and expires after 20 idle minutes.
198th of 367, with limits
$2,288 a month
356th of 367, with limits
$17,371 a month
3rd cheapest of 367
$634 a month
Always-on AI employees
50 machines 24/7 · 2 vCPU / 4 GB
An assistant that lives on its machine all month needs a disk that survives, which Morph and boat give and an OpenAI container does not.
235th of 366, with limits
$3,014 a month
341st of 366, with limits
$13,140 a month
5th cheapest of 366
$657 a month
Code interpreter bursts
100 at once · 1 vCPU / 2 GB · 200,000 sessions of 1 min a month
This is the one job OpenAI Containers are built for, since the model runs code in the same API call, though Morph also fits well because a paused VM costs almost nothing and wakes on the next request.
16th cheapest of 345
$154 a month
194th of 345, with limits
$6,000 a month
186th of 345, with limits
$2,000 a month
Sandboxes for your users
300 at once · 2 vCPU / 4 GB · 30,000 sessions of 23 min a month
Morph can pause each user's machine and wake it on the next request, boat gives each user HTTPS on up to 50 ports and raw TCP, and an OpenAI container has no inbound access at all.
12th cheapest of 361
$905 a month
361st of 361, with limits
$3,780 a month
Cheapest of 361
$209 a month
RL rollouts
1,000 at once · 2 vCPU / 4 GB · 1,000,000 sessions of 3 min a month
Morph's memory branching suits rollouts that all start from the same running state; OpenAI containers have no fork or snapshot.
86th of 360, with limits
$4,847 a month
191st of 360, with limits
$30,000 a month
34th of 360, with limits
$2,000 a month
Agent evals
250 at once · 4 vCPU / 8 GB · 15,000 sessions of 20 min a month
38th cheapest of 364
$675 a month
360th of 364, with limits
$5,760 a month
10th cheapest of 364
$200 a month
CI runners
40 at once · 8 vCPU / 16 GB · 6,000 sessions of 12 min a month
Morph sells managed GitHub Actions runners and boat runs your own runner with Docker, while OpenAI containers document no Docker or root and start with no internet.
39th cheapest of 377
$355 a month
345th of 377, with limits
$1,728 a month
4th cheapest of 377
$86 a month
24/7 dev boxes
1 machine 24/7 · 4 vCPU / 8 GB
A dev box you SSH into and keep all month works on Morph and boat; OpenAI containers have no SSH and no persistent disk.
85th cheapest of 368
$116 a month
362nd of 368, with limits
$1,051 a month
18th cheapest of 368
$26 a month
Computer-use agents
50 at once · 4 vCPU / 8 GB · 20,000 sessions of 15 min a month
boat ships a 60fps desktop with Chromium and a computer use API, OpenAI has a hosted browser inside the Agents API beta, and on Morph you install the desktop agent yourself.
182nd of 369, with limits
$595 a month
351st of 369, with limits
$5,280 a month
6th cheapest of 369
$200 a month
Browser-use agents
50 at once · 2 vCPU / 4 GB · 30,000 sessions of 10 min a month
214th of 367, with limits
$250 a month
328th of 367, with limits
$1,440 a month
7th cheapest of 367
$200 a month
Scraping & bots (startup scale)
50 at once · 1 vCPU / 2 GB · 100,000 sessions of 3 min a month
239th of 346, with limits
$234 a month
328th of 346, with limits
$1,755 a month
6th cheapest of 346
$90 a month
Mass scraping & bots (undetectable)
1,000 at once · 1 vCPU / 2 GB · 3,000,000 sessions of 2 min a month
154th of 338, with limits
$4,750 a month
311th of 338, with limits
$35,100 a month
71st of 338, with limits
$1,800 a month
Parallel red teaming
200 at once · 2 vCPU / 4 GB · 5,000 sessions of 30 min a month
214th of 360, with limits
$228 a month
308th of 360, with limits
$870 a month
2nd cheapest of 360
$200 a month
GPU eval jobs
10 at once · 8 vCPU / 32 GB · 500 sessions of 30 min a month
Can't run itCan't run itCan't run it
macOS agents
5 at once · 4 vCPU / 8 GB · 1,000 sessions of 20 min a month
Can't run itCan't run itCan't run it

Key features

FeatureMorph CloudOpenAI Containersboat
What it isFull VMs for agents that you create, pause, snapshot and branchA sandbox tool the model uses inside OpenAI's APIA cloud VM you create, keep, stop and reach from outside
IsolationFull VM with its own kernelA fully sandboxed virtual machine; hypervisor not namedFull VM with its own kernel on dedicated AMD Ryzen 9 9950X hosts
Root and DockerYes, including Docker in Docker and local KubernetesCommands do not run with sudo; no Docker documentedRoot, systemd and Docker on every machine
Nested virtualizationExperimentalNo /dev/kvm documentedYes, /dev/kvm for Android emulators and VMs
Files after the sessionSaved when you pause or snapshot; a plain stop deletes the instanceData is discarded when the container expiresDisk saved every minute and on every stop; a stopped sandbox is free
LifetimeNo expiry unless you set a time to liveExpires after 20 minutes without use; Agents API sandboxes after an hour without activityNo session cap on paid plans; you set the time to live
Pause with memory and wake on requestYes; a paused VM bills only its snapshot and wakes on the next HTTP request, SSH or exec callNoNo; disk is saved and resume boots the machine again
Fork a running machineYes, with its memory, as many copies as you ask for, in under 250 msNo fork; templates save configuration, not a running workspaceYes, with its disk
Machine sizeSet by vCPU, RAM and disk inside an account pool (64 vCPU on Developer)1, 4, 16 or 64 GB of memory; vCPU not published4 vCPU / 8 GB by default, up to 16 vCPU / 32 GB
Inbound accessNamed HTTP services with optional API key auth; SSH through Morph's gateway; no raw TCPNone; you reach the container only through the APISSH, HTTPS URLs for up to 50 ports, token-protected by default; raw TCP
Outbound internetOpen internetCode Interpreter and Hosted Shell: off until an admin sets an org domain allowlistOpen internet on every plan; no provider-side allowlist
Keeping API keys out of the sandboxResponses Proxy for model APIs; other secrets are handed to the machinedomain_secrets: a sidecar adds the real header for approved domainsCredentials proxy for model providers and any HTTPS API; switch a credential to another account when credits run out
Coding agentsYou install the agent, then drive it through a tmux API that sends keys and reads the screenAgents API (beta) drives a managed Codex harness from outsideClaude Code, Codex and five other agents preinstalled, with a prompt, steer and events API
Desktop and computer useBrowser-based remote desktop; you install the browser and any computer use agentHosted browser for the Agents API computer_use tool60fps Linux desktop with Chromium, a computer use API and an embeddable stream
Every feature Battleships tracks (43)
FeatureMorph CloudOpenAI Containersboat
Full VM (own kernel)YesYesYes
Docker insideYesNoYes
Nested virtualizationYesNoYes
RootYesNoYes
SystemdYesNot publishedYes
Desktop GUIYesYesYes
BrowserNoYesYes
Computer-use APINoYesYes
SSHYesNoYes
Persistent diskYesNoYes
Pause/resumeYesNoYes
Automatic snapshotsYesNoYes
Fork/cloneYesNoYes
Live fork (no pause)YesNoYes
Memory forkYesNoNo
Custom image (Docker or snapshot)YesNoYes
≥24 h sessionsYesYesYes
Idle auto-stopYesYesNo
Wake on requestYesNoNo
HTTPS preview URLsYesNoYes
Raw TCP inboundNoNoYes
Public IPv4NoNoNo
Egress allowlistNoYesNo
Secret proxyYesYesYes
Secret proxy for any APINoYesYes
Preinstalled agentsNoNoYes
Agent harness APIYesYesYes
MCP serverNoNoNo
GPUNoNoNo
WindowsYesNoNo
Arm64NoNoNo
Self-hostingNoYesNo
BYOCNoNoNo
Open sourceNoNoNo
Scoped API keysYesNot publishedYes
Spend limitsNot publishedNot publishedYes
Usage per sandbox (API)YesNoYes
Audit logsYesNot publishedNo
SSONot publishedYesNo
SOC 2Not publishedYesNo
HIPAANot publishedYesNo
EU data residencyNot publishedYesYes
Zero data retentionNot publishedNot publishedYes

Performance

Morph CloudNot measured
OpenAI ContainersNot measured
boat26.69 runs/s

There is no comparable CPU measurement for either one: neither Morph Cloud nor OpenAI Containers is in the hpc-sandbox-benchmarks run, and OpenAI does not publish how many vCPU each container size gets. boat did 26.69 runs per second on that Node.js build-and-test loop at 4 vCPU / 8 GB, on dedicated AMD Ryzen 9 9950X hosts. Morph's under 250 ms snapshot restore measures start time, not CPU speed.

Node.js build-and-test loop at 4 vCPU / 8 GB, higher is better. Measured with the open hpc-sandbox-benchmarks suite. Morph Cloud and OpenAI Containers have no published run in this suite yet, so there is no like-for-like number to compare.

Pricing in five scenarios

Each bill is priced from the providers' public price lists by the open Battleships engine, with the cheapest plan that runs the scenario.

ScenarioMorph Cloud, a monthOpenAI Containers, a monthboat, a month
One coding agent, workdays
4 vCPU / 8 GB, 50 GB disk, 8 hours a day, 22 days a month, files kept between days
$32 · Developer$228 · API pay as you go · with limits$20 · $20/mo
One agent that never stops
4 vCPU / 8 GB, 50 GB disk, running 24/7 all month
$121 · Team$1,051 · API pay as you go · with limits$26 · $20/mo
50 agents in parallel
50 machines of 4 vCPU / 8 GB at once, 8-hour sessions, 1,100 sessions a month, Docker inside
$1,459 · Scale$11,405 · API pay as you go · with limits$317 · $20/mo × 3 seats
Sandboxes for your users
2 vCPU / 4 GB, 30,000 sessions of 10 minutes a month, up to 300 at once
$325 · Scale$1,620 · API pay as you go · with limits$200 · $100/mo × 2 seats
1,000 short jobs at once
2 vCPU / 4 GB, 1,000 at once, 3 minutes each, 200,000 jobs a month
$869 · Scale$6,000 · API pay as you go · with limits$2,000 · $2000/mo · with limits

Morph Cloud: Morph bills MCUs at $0.05 each per hour, where a machine uses the largest of its vCPUs, its RAM in 4 GiB steps or its disk in 16 GiB steps. Team ($40 a month) and Scale ($250 a month) are prepaid MCU bundles at a discount, and a paused VM bills only its snapshot storage.

OpenAI Containers: OpenAI bills each container session by the minute for the memory size you pick, with a 5-minute minimum, and model tokens are billed separately on top. There is no plan fee; the scenarios use the 16 GB size for 8 GB needs and the 4 GB size for 4 GB needs, since vCPU is not published.

OpenAI Containers: Plans start at $20 a month, and the whole fee is usage credit spent per second on running sandboxes. A stopped sandbox costs nothing and keeps its disk.

Limits in those scenarios

Morph fits all five scenarios, but disk beyond 16 GiB per vCPU raises the bill, egress prices are not published, and the Developer pool of 64 vCPU holds only 16 machines at 4 vCPU. OpenAI Containers do not fit any of them as written: no persistent disk, no Docker, no internet in Code Interpreter and Hosted Shell until an admin allows domains, and no published limit on how many run at once. For 1,000 short jobs at once, Morph Scale fits at $869 a month, while boat's $2,000 plan queues the starts.

ScenarioMorph CloudOpenAI Containersboat
One coding agent, workdays
  • disk beyond 16 GiB: price unknown
  • egress price not published
  • no open internet: sandboxes reach only an allowlist (domains your org admin adds to the allow list)
  • missing persistent disk
  • machine size not published
  • different kind of product: code interpreter
None that bite
One agent that never stops
  • disk beyond 16 GiB: price unknown
  • egress price not published
  • no open internet: sandboxes reach only an allowlist (domains your org admin adds to the allow list)
  • missing persistent disk
  • machine size not published
  • different kind of product: code interpreter
None that bite
50 agents in parallel
  • disk beyond 16 GiB: price unknown
  • egress price not published
  • no open internet: sandboxes reach only an allowlist (domains your org admin adds to the allow list)
  • missing persistent disk, Docker inside
  • machine size not published
  • different kind of product: code interpreter
None that bite
Sandboxes for your users
  • egress price not published
  • no open internet: sandboxes reach only an allowlist (domains your org admin adds to the allow list)
  • machine size not published
  • different kind of product: code interpreter
  • not confirmed: how many machines can run at once (you need 300; the typical published limit is 50)
None that bite
1,000 short jobs at once
  • egress price not published
  • no open internet: sandboxes reach only an allowlist (domains your org admin adds to the allow list)
  • machine size not published
  • different kind of product: code interpreter
  • not confirmed: how many machines can run at once (you need 1,000; the typical published limit is 50)
  • max 2,400 starts/day (needs ~6,667)
  • max 600 starts/hour (needs ~1,000)
  • bursts above 90 starts/min are queued (a burst of 333 takes ~4 min to start)

Which one should you use?

Use Morph Cloud when

your agents need a full VM they keep, and you want to branch running machines with their memory, let them sleep and wake on request, or use managed CI runners.

  • A real machine that stays. Useful for agents that need root, Docker and a workspace kept for days, which an expiring OpenAI container cannot give.
  • Memory snapshots, branching and wake on request. Useful for agents that fan out from one running state or sleep between requests and wake on demand.
  • Managed CI runners and a shared filesystem. Morph also sells GitHub Actions runners and a filesystem many machines can mount at once.

Use OpenAI Containers when

your app already calls OpenAI models and the model only needs to run short pieces of code or shell commands on files you give it.

  • Built into the model call. Useful if your app already calls OpenAI models: one tool line in a request gives the model a place to run code.
  • Locked-down network by default. Useful if code must reach only chosen hosts: Code Interpreter and Hosted Shell have no outbound access until an admin allows domains.
  • US or EU processing and your own compute. Code Interpreter can process data in the US or Europe, and the Agents API can drive a sandbox on machines you run.

Where boat fits

If you are choosing between these two to run coding or computer use agents, boat sits closer to Morph: a full VM that keeps its disk. The difference is that boat arrives ready, with agents you drive from outside, a desktop, a credentials proxy for any API and hosting on many ports, all in the EU.

Coding agents you drive from outside

On Morph you install the agent and drive it through tmux keystrokes, parsing the screen to know when it is done. OpenAI's Agents API drives only its own Codex harness, in beta. boat preinstalls seven agents behind a prompt, steer and events API.

A disk that is saved without asking

An OpenAI container throws away its files after 20 idle minutes, and a plain stop on Morph deletes the instance unless you paused or snapshotted first. boat saves the disk every minute and on every stop, and a stopped sandbox is free.

A desktop, ports and keys handled

Morph has you install the browser and computer use agent, and OpenAI containers take no inbound connections. boat ships a 60fps desktop with Chromium, HTTPS on up to 50 ports plus raw TCP, and keeps real keys for any HTTPS API outside the machine.

Use boat when your agents need a machine that arrives ready: coding agents you drive by API, a 60fps desktop with Chromium, real keys kept outside, a disk saved every minute and hosting on many ports in the EU. Compare it one to one: boat vs Morph Cloud and boat vs OpenAI Containers.

Questions people ask

Is Morph Cloud cheaper than OpenAI Containers?

In every scenario on this page, yes: one coding agent on workdays is $32 a month on Morph and $228 on OpenAI, and one agent running all month is $121 versus $1,051. OpenAI also bills model tokens on top. boat comes to $20 and $26 a month for the same two.

Which is faster?

Neither has a comparable CPU measurement: both are missing from the hpc-sandbox-benchmarks run, and OpenAI does not publish vCPU per container size. boat did 26.69 runs per second on that test at 4 vCPU / 8 GB.

Can Morph Cloud or OpenAI Containers run Docker?

Morph can: each instance is a full VM with root, Docker in Docker and local Kubernetes. OpenAI's hosted shell runs commands without sudo and documents no Docker. boat gives root, systemd, Docker and /dev/kvm on every sandbox.

Do files survive when the session ends?

On Morph, yes if you pause or snapshot, but a plain stop deletes the instance. An OpenAI container discards its data when it expires after 20 minutes without use. boat saves the disk every minute and on every stop.

Can I open a web app running inside the sandbox?

On Morph you expose named HTTP services and reach SSH through its gateway, with no raw TCP. OpenAI containers have no ports, URLs or SSH. boat gives HTTPS URLs for up to 50 ports, raw TCP and SSH.

Is boat SOC 2 compliant?

SOC 2 is in progress. We're open about where we stand: live status at status.ascii.dev and our data retention policy at docs.boat.dev/data-retention.

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