Agent Sandboxes & Code Execution Arena
Agent Sandboxes & Code Execution arenaBuyer checklist
Every requirement we judge agent sandboxes & code execution products against, as a ready-to-send RFP checklist — with each item's priority, why it matters, and how the top-ranked products score on it today.
51 requirements · 12 themes · verdicts for 8 products · updated 2026-09-16 · priorities mirror the story weights our scoring uses (methodology)
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# Agent Sandboxes & Code Execution — buyer checklist (RFP) Derived from ProductArena's evidence-graded user-story taxonomy for Agent Sandboxes & Code Execution: 51 judged requirements. Priorities mirror story weights (3 = must-have, 2 = should-have, 1 = nice-to-have). ## Agenticness - [ ] **[must-have]** Plug MCP servers into this product so it can use their tools - [ ] **[must-have]** Connect an agent via an official MCP server - [ ] **[must-have]** Drive the product through a documented public API - [ ] **[must-have]** Delegate tasks to a built-in AI assistant inside the product - [ ] **[should-have]** Point an agent at llms.txt or agent-oriented docs - [ ] **[should-have]** Run the product headlessly / in CI for automation - [ ] **[should-have]** Use an official CLI - [ ] **[should-have]** Issue scoped/least-privilege API credentials for an agent - [ ] **[should-have]** Build against official SDKs - [ ] **[should-have]** Subscribe to events via webhooks - [ ] **[should-have]** Get AI-generated insights and suggestions from my data inside the product - [ ] **[should-have]** Set up automations that run autonomously in the background - [ ] **[should-have]** Operate the product with natural-language commands - [ ] **[should-have]** Explore an interactive API reference with runnable examples - [ ] **[should-have]** Download a machine-readable API spec (OpenAPI or equivalent) - [ ] **[should-have]** Rely on versioned APIs with a documented deprecation policy - [ ] **[nice-to-have]** Test against a sandbox environment without touching production data ## Automation depth - [ ] **[must-have]** Define rules that trigger actions automatically on events - [ ] **[should-have]** Perform bulk operations across many items at once - [ ] **[should-have]** Schedule recurring jobs or workflows - [ ] **[nice-to-have]** Version, review, and roll back my automations ## Capabilities hardware - [ ] **[should-have]** Run coding agents like Claude Code or Codex inside the sandbox following the vendor's own recipe - [ ] **[should-have]** Run a headless browser or full desktop environment inside the sandbox - [ ] **[should-have]** Attach GPUs to sandboxed workloads ## Code execution - [ ] **[must-have]** Execute untrusted, AI-generated code without risking my own infrastructure - [ ] **[should-have]** Read, write, upload, and download files in the sandbox filesystem via the SDK - [ ] **[should-have]** Define custom sandbox templates or bring my own container image - [ ] **[should-have]** Execute code in multiple language runtimes (Python, JavaScript, and more) and get rich results back - [ ] **[should-have]** Run arbitrary shell commands and install packages inside the sandbox ## Dev experience - [ ] **[must-have]** My agent can provision its own sandbox, execute code, read the results, and tear it down — end to end without a human ## Isolation security - [ ] **[must-have]** Rely on a documented hard isolation boundary (microVM or equivalent) between sandboxes and my systems - [ ] **[must-have]** Restrict or allow the sandbox's network egress with explicit policy - [ ] **[should-have]** Give an agent a sandbox where host secrets and credentials are unreachable by the code it runs ## Openness - [ ] **[must-have]** Export all of my data in open formats and leave - [ ] **[must-have]** Self-host the core product - [ ] **[should-have]** Do everything through the API that I can do in the UI - [ ] **[should-have]** Read the product's source under an open license ## Performance scale - [ ] **[must-have]** Start sandboxes with documented sub-second-to-few-second cold starts - [ ] **[must-have]** Run large concurrent fleets of sandboxes with documented concurrency limits - [ ] **[should-have]** Keep a sandbox session running for hours or days for long agent tasks ## Pricing limits - [ ] **[must-have]** Pay per second only for the compute a sandbox actually uses - [ ] **[nice-to-have]** Start building with a free tier or included credits without talking to sales ## Privacy posture - [ ] **[must-have]** Prevent my data from being used to train AI models - [ ] **[should-have]** Choose where my data is stored (region/residency) - [ ] **[should-have]** Control data retention and deletion - [ ] **[should-have]** Opt out of telemetry and usage tracking ## Provisioning lifecycle - [ ] **[must-have]** Spin up an isolated sandbox with one API/SDK call and get a live environment in seconds - [ ] **[should-have]** Set timeouts so sandboxes shut down automatically and stop billing when idle or done - [ ] **[should-have]** Expose a port from the sandbox on a public preview URL to reach services running inside ## Snapshot persistence - [ ] **[must-have]** Snapshot a sandbox and later restore or fork new sandboxes from that snapshot - [ ] **[should-have]** Pause a running sandbox and resume it later with filesystem and memory state intact --- Source: https://ultrametric.ai/productarena/arena/agent-sandboxes (evidence-graded verdicts for 8 products) · methodology: https://ultrametric.ai/productarena/methodology
Chips show the top 5 ranked products' current verdict on each requirement — ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness· 17 items
How well agents can access and operate the product
- must-have
ai-native userPlug MCP servers into this product so it can use their tools
Core requirement — weighs 3× in arena scoring · no product fully delivers this yet
- must-have
ai-native userConnect an agent via an official MCP server
Core requirement — weighs 3× in arena scoring · 3 of 8 products fully deliver this today
- must-have
ai-native userDrive the product through a documented public API
Core requirement — weighs 3× in arena scoring · 7 of 8 products fully deliver this today
- must-have
ai-native userDelegate tasks to a built-in AI assistant inside the product
Core requirement — weighs 3× in arena scoring · no product fully delivers this yet
- should-have
ai-native userPoint an agent at llms.txt or agent-oriented docs
Important, not disqualifying — weighs 2× in arena scoring · 7 of 8 products fully deliver this today
- should-have
ai-native userRun the product headlessly / in CI for automation
Important, not disqualifying — weighs 2× in arena scoring · 6 of 8 products fully deliver this today
- should-have
ai-native userUse an official CLI
Important, not disqualifying — weighs 2× in arena scoring · 7 of 8 products fully deliver this today
- should-have
ai-native userIssue scoped/least-privilege API credentials for an agent
Important, not disqualifying — weighs 2× in arena scoring · 1 of 8 products fully deliver this today
- should-have
ai-native userBuild against official SDKs
Important, not disqualifying — weighs 2× in arena scoring · 6 of 8 products fully deliver this today
- should-have
ai-native userSubscribe to events via webhooks
Important, not disqualifying — weighs 2× in arena scoring · 2 of 8 products fully deliver this today
- should-have
ai-native userGet AI-generated insights and suggestions from my data inside the product
Important, not disqualifying — weighs 2× in arena scoring · no product fully delivers this yet
- should-have
ai-native userSet up automations that run autonomously in the background
Important, not disqualifying — weighs 2× in arena scoring · 1 of 8 products fully deliver this today
- should-have
ai-native userOperate the product with natural-language commands
Important, not disqualifying — weighs 2× in arena scoring · no product fully delivers this yet
- should-have
ai-native userExplore an interactive API reference with runnable examples
Important, not disqualifying — weighs 2× in arena scoring · no product fully delivers this yet
- should-have
ai-native userDownload a machine-readable API spec (OpenAPI or equivalent)
Important, not disqualifying — weighs 2× in arena scoring · 2 of 8 products fully deliver this today
- should-have
ai-native userRely on versioned APIs with a documented deprecation policy
Important, not disqualifying — weighs 2× in arena scoring · no product fully delivers this yet
- nice-to-have
ai-native userTest against a sandbox environment without touching production data
Differentiator, not a dealbreaker — weighs 1× in arena scoring · 7 of 8 products fully deliver this today
Automation depth — how much of the product can run unattendedAutomation depth· 4 items
How much of the product can run unattended
- must-have
ai-native userDefine rules that trigger actions automatically on events
Core requirement — weighs 3× in arena scoring · no product fully delivers this yet
- should-have
ai-native userPerform bulk operations across many items at once
Important, not disqualifying — weighs 2× in arena scoring · no product fully delivers this yet
- should-have
ai-native userSchedule recurring jobs or workflows
Important, not disqualifying — weighs 2× in arena scoring · 1 of 8 products fully deliver this today
- nice-to-have
ai-native userVersion, review, and roll back my automations
Differentiator, not a dealbreaker — weighs 1× in arena scoring · no product fully delivers this yet
Capabilities hardware — stories about capabilities hardware in this arenaCapabilities hardware· 3 items
Stories about capabilities hardware in this arena
- should-have
ai-native userRun coding agents like Claude Code or Codex inside the sandbox following the vendor's own recipe
Important, not disqualifying — weighs 2× in arena scoring · 2 of 8 products fully deliver this today
- should-have
developerRun a headless browser or full desktop environment inside the sandbox
Important, not disqualifying — weighs 2× in arena scoring · 2 of 8 products fully deliver this today
- should-have
developerAttach GPUs to sandboxed workloads
Important, not disqualifying — weighs 2× in arena scoring · 2 of 8 products fully deliver this today
Code execution — stories about code execution in this arenaCode execution· 5 items
Stories about code execution in this arena
- must-have
developerExecute untrusted, AI-generated code without risking my own infrastructure
Core requirement — weighs 3× in arena scoring · 6 of 8 products fully deliver this today
- should-have
developerRead, write, upload, and download files in the sandbox filesystem via the SDK
Important, not disqualifying — weighs 2× in arena scoring · 3 of 8 products fully deliver this today
- should-have
developerDefine custom sandbox templates or bring my own container image
Important, not disqualifying — weighs 2× in arena scoring · 5 of 8 products fully deliver this today
- should-have
developerExecute code in multiple language runtimes (Python, JavaScript, and more) and get rich results back
Important, not disqualifying — weighs 2× in arena scoring · 4 of 8 products fully deliver this today
- should-have
developerRun arbitrary shell commands and install packages inside the sandbox
Important, not disqualifying — weighs 2× in arena scoring · 6 of 8 products fully deliver this today
Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience· 1 item
Day-to-day developer experience — setup friction, docs, debugging, iteration speed
- must-have
ai-native userMy agent can provision its own sandbox, execute code, read the results, and tear it down — end to end without a human
Core requirement — weighs 3× in arena scoring · 6 of 8 products fully deliver this today
Isolation security — stories about isolation security in this arenaIsolation security· 3 items
Stories about isolation security in this arena
- must-have
platform-engineerRely on a documented hard isolation boundary (microVM or equivalent) between sandboxes and my systems
Core requirement — weighs 3× in arena scoring · 2 of 8 products fully deliver this today
- must-have
platform-engineerRestrict or allow the sandbox's network egress with explicit policy
Core requirement — weighs 3× in arena scoring · 2 of 8 products fully deliver this today
- should-have
ai-native userGive an agent a sandbox where host secrets and credentials are unreachable by the code it runs
Important, not disqualifying — weighs 2× in arena scoring · 3 of 8 products fully deliver this today
Openness — open source, data portability, and self-hosting storiesOpenness· 4 items
Open source, data portability, and self-hosting stories
- must-have
ai-native userExport all of my data in open formats and leave
Core requirement — weighs 3× in arena scoring · no product fully delivers this yet
- must-have
ai-native userSelf-host the core product
Core requirement — weighs 3× in arena scoring · no product fully delivers this yet
- should-have
ai-native userDo everything through the API that I can do in the UI
Important, not disqualifying — weighs 2× in arena scoring · 2 of 8 products fully deliver this today
- should-have
ai-native userRead the product's source under an open license
Important, not disqualifying — weighs 2× in arena scoring · 1 of 8 products fully deliver this today
Performance scale — stories about performance scale in this arenaPerformance scale· 3 items
Stories about performance scale in this arena
- must-have
developerStart sandboxes with documented sub-second-to-few-second cold starts
Core requirement — weighs 3× in arena scoring · no product fully delivers this yet
- must-have
platform-engineerRun large concurrent fleets of sandboxes with documented concurrency limits
Core requirement — weighs 3× in arena scoring · no product fully delivers this yet
- should-have
developerKeep a sandbox session running for hours or days for long agent tasks
Important, not disqualifying — weighs 2× in arena scoring · 1 of 8 products fully deliver this today
Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits· 2 items
Free-tier ceilings, usage caps, and rate limits before you have to pay
- must-have
platform-engineerPay per second only for the compute a sandbox actually uses
Core requirement — weighs 3× in arena scoring · 1 of 8 products fully deliver this today
- nice-to-have
developerStart building with a free tier or included credits without talking to sales
Differentiator, not a dealbreaker — weighs 1× in arena scoring · 4 of 8 products fully deliver this today
Privacy posture — data-handling and privacy storiesPrivacy posture· 4 items
Data-handling and privacy stories
- must-have
ai-native userPrevent my data from being used to train AI models
Core requirement — weighs 3× in arena scoring · no product fully delivers this yet
- should-have
ai-native userChoose where my data is stored (region/residency)
Important, not disqualifying — weighs 2× in arena scoring · no product fully delivers this yet
- should-have
ai-native userControl data retention and deletion
Important, not disqualifying — weighs 2× in arena scoring · no product fully delivers this yet
- should-have
ai-native userOpt out of telemetry and usage tracking
Important, not disqualifying — weighs 2× in arena scoring · no product fully delivers this yet
Provisioning lifecycle — creating, updating, and tearing down resources across their lifecycleProvisioning lifecycle· 3 items
Creating, updating, and tearing down resources across their lifecycle
- must-have
developerSpin up an isolated sandbox with one API/SDK call and get a live environment in seconds
Core requirement — weighs 3× in arena scoring · 7 of 8 products fully deliver this today
- should-have
developerSet timeouts so sandboxes shut down automatically and stop billing when idle or done
Important, not disqualifying — weighs 2× in arena scoring · 2 of 8 products fully deliver this today
- should-have
developerExpose a port from the sandbox on a public preview URL to reach services running inside
Important, not disqualifying — weighs 2× in arena scoring · 3 of 8 products fully deliver this today
Snapshot persistence — stories about snapshot persistence in this arenaSnapshot persistence· 2 items
Stories about snapshot persistence in this arena
- must-have
developerSnapshot a sandbox and later restore or fork new sandboxes from that snapshot
Core requirement — weighs 3× in arena scoring · 3 of 8 products fully deliver this today
- should-have
developerPause a running sandbox and resume it later with filesystem and memory state intact
Important, not disqualifying — weighs 2× in arena scoring · 3 of 8 products fully deliver this today
Full evidence behind every verdict lives on the arena page and each product page — chips above deep-link straight to the judged story.