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Rank #2 of 8 in Agent Sandboxes & Code Execution

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Daytona

Daytona Platforms Inc. · commercial

71.7k27.5k/yrnpm 435.2k/wkpypi 2.4M/wk -104npm/wk -76.2kpypi/wk -78.4k

Showcase

Daytona homepage screenshot
homepage · captured Sep 2026 · view live ↗
Daytona docs screenshot
docs · captured Sep 2026 · view live ↗

Verified integrations

Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.

By theme — the product's score on each story themeBy theme

Agenticness — how well agents can access and operate the productAgenticnessevidence →

How well agents can access and operate the product

48.7/100

Automation depth — how much of the product can run unattendedAutomation depthevidence →

How much of the product can run unattended

6.0/100

Capabilities hardware — stories about capabilities hardware in this arenaCapabilities hardwareevidence →

Stories about capabilities hardware in this arena

53.3/100

Code execution — stories about code execution in this arenaCode executionevidence →

Stories about code execution in this arena

75.5/100

Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experienceevidence →

Day-to-day developer experience — setup friction, docs, debugging, iteration speed

90.0/100

Isolation security — stories about isolation security in this arenaIsolation securityevidence →

Stories about isolation security in this arena

63.5/100

Openness — open source, data portability, and self-hosting storiesOpennessevidence →

Open source, data portability, and self-hosting stories

21.6/100

Performance scale — stories about performance scale in this arenaPerformance scaleevidence →

Stories about performance scale in this arena

13.5/100

Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limitsevidence →

Free-tier ceilings, usage caps, and rate limits before you have to pay

47.0/100

Privacy posture — data-handling and privacy storiesPrivacy postureevidence →

Data-handling and privacy stories

0.0/100

Provisioning lifecycle — creating, updating, and tearing down resources across their lifecycleProvisioning lifecycleevidence →

Creating, updating, and tearing down resources across their lifecycle

38.6/100

Snapshot persistence — stories about snapshot persistence in this arenaSnapshot persistenceevidence →

Stories about snapshot persistence in this arena

62.4/100

Story verdicts — every judged story with its evidenceStory verdicts

What’s free: 8 free · 0 paid · 0 enterprise · 19 not stated in evidence

?

Sorted by importance (agentic first) (high → low) · 51/51 stories · click a row’s chevron for the rationale and evidence

Drive the product through a documented public API G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full9/10T

Connect an agent via an official MCP server G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full8/10T

Delegate tasks to a built-in AI assistant inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness3n/auntestednone yet

Plug MCP servers into this product so it can use their tools G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3noneuntestednone yet

Build against official SDKs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full9/10T

Download a machine-readable API spec (OpenAPI or equivalent) G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full9/10T

Point an agent at llms.txt or agent-oriented docs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full9/10T

Run the product headlessly / in CI for automation G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full8/10T

Use an official CLI G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2full8/10T

Operate the product with natural-language commands G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial6/10T

Explore an interactive API reference with runnable examples G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial3/10T

Issue scoped/least-privilege API credentials for an agent G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Rely on versioned APIs with a documented deprecation policy G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Set up automations that run autonomously in the background G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Get AI-generated insights and suggestions from my data inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2n/auntestednone yet

Subscribe to events via webhooks G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2noneuntestednone yet

Test against a sandbox environment without touching production data G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness1full8/10T

Execute untrusted, AI-generated code without risking my own infrastructure C

Untrusted code

developerCode execution — stories about code execution in this arenaCode execution3fullfree9/10T

My agent can provision its own sandbox, execute code, read the results, and tear it down — end to end without a human C

Agent lifecycle

ai-native userDev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience3full9/10T

Spin up an isolated sandbox with one API/SDK call and get a live environment in seconds C

Lifecycle

developerProvisioning lifecycle — creating, updating, and tearing down resources across their lifecycleProvisioning lifecycle3fullfree9/10T

Restrict or allow the sandbox's network egress with explicit policy C

Network policy

platform-engineerIsolation security — stories about isolation security in this arenaIsolation security3full8/10C

Snapshot a sandbox and later restore or fork new sandboxes from that snapshot C

Snapshots

developerSnapshot persistence — stories about snapshot persistence in this arenaSnapshot persistence3fullfree8/10C

Pay per second only for the compute a sandbox actually uses G

Pricing

platform-engineerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits3partialfree6/10C

Rely on a documented hard isolation boundary (microVM or equivalent) between sandboxes and my systems C

Isolation

platform-engineerIsolation security — stories about isolation security in this arenaIsolation security3partial6/10C

Start sandboxes with documented sub-second-to-few-second cold starts C

Latency

developerPerformance scale — stories about performance scale in this arenaPerformance scale3partial6/10C

Export all of my data in open formats and leave G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3partial4/10C

Self-host the core product G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3disputed4/10D

Run large concurrent fleets of sandboxes with documented concurrency limits C

Scale

platform-engineerPerformance scale — stories about performance scale in this arenaPerformance scale3none0/10

Define rules that trigger actions automatically on events G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth3noneuntestednone yet

Prevent my data from being used to train AI models G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture3noneuntestednone yet

Run arbitrary shell commands and install packages inside the sandbox C

Untrusted code

developerCode execution — stories about code execution in this arenaCode execution2fullfree9/10C

Attach GPUs to sandboxed workloads C

Workloads

developerCapabilities hardware — stories about capabilities hardware in this arenaCapabilities hardware2full8/10C

Define custom sandbox templates or bring my own container image C

Runtimes

developerCode execution — stories about code execution in this arenaCode execution2full8/10C

Execute code in multiple language runtimes (Python, JavaScript, and more) and get rich results back C

Runtimes

developerCode execution — stories about code execution in this arenaCode execution2full8/10C

Give an agent a sandbox where host secrets and credentials are unreachable by the code it runs C

Isolation

ai-native userIsolation security — stories about isolation security in this arenaIsolation security2fullfree8/10T

Run a headless browser or full desktop environment inside the sandbox C

Workloads

developerCapabilities hardware — stories about capabilities hardware in this arenaCapabilities hardware2full8/10C

Do everything through the API that I can do in the UI G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2partial7/10T

Pause a running sandbox and resume it later with filesystem and memory state intact C

Snapshots

developerSnapshot persistence — stories about snapshot persistence in this arenaSnapshot persistence2partialfree6/10C

Read, write, upload, and download files in the sandbox filesystem via the SDK C

Files

developerCode execution — stories about code execution in this arenaCode execution2partial5/10C

Perform bulk operations across many items at once G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2partial4/10C

Read the product's source under an open license G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2disputed4/10D

Keep a sandbox session running for hours or days for long agent tasks C

Scale

developerPerformance scale — stories about performance scale in this arenaPerformance scale2none0/10

Run coding agents like Claude Code or Codex inside the sandbox following the vendor's own recipe C

Agent workloads

ai-native userCapabilities hardware — stories about capabilities hardware in this arenaCapabilities hardware2none0/10

Set timeouts so sandboxes shut down automatically and stop billing when idle or done G

Lifecycle

developerProvisioning lifecycle — creating, updating, and tearing down resources across their lifecycleProvisioning lifecycle2none0/10

Choose where my data is stored (region/residency) G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Control data retention and deletion G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Expose a port from the sandbox on a public preview URL to reach services running inside C

Preview access

developerProvisioning lifecycle — creating, updating, and tearing down resources across their lifecycleProvisioning lifecycle2noneuntestednone yet

Opt out of telemetry and usage tracking G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Schedule recurring jobs or workflows G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2noneuntestednone yet

Start building with a free tier or included credits without talking to sales G

Pricing

developerPricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits1fullfree8/10C

Version, review, and roll back my automations G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth1noneuntestednone yet

Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 27 stories with headroom

What would move Daytona’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.

  1. Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools

    nonemoves agent-readyimpact 45

    The axis applies to this product kind (peer products hold positive or none verdicts on this story), so lack of evidence for an applicable capability is "none", never "na".

  2. Automation depth — how much of the product can run unattendedDefine rules that trigger actions automatically on events

    nonemoves PA Scoreimpact 30

    Daytona provides sandbox infrastructure and SDKs for programmatic control, but there is no evidence of an event/trigger-based rules engine (e.g., webhooks, event listeners, or conditional automation triggers) that fires actions automatically on events.

  3. Performance scale — stories about performance scale in this arenaRun large concurrent fleets of sandboxes with documented concurrency limits

    nonemoves PA Scoreimpact 30

    Missing: documented concurrency/rate limits, fleet-scale benchmarks or case studies, quota/scaling guidance for platform engineers.

  4. Privacy posture — data-handling and privacy storiesPrevent my data from being used to train AI models

    nonemoves PA Scoreimpact 30

    No evidence in the pack addresses AI training data usage, data retention policies, or opt-out mechanisms for model training; the evidence covers sandboxing, SDKs, and infrastructure but not privacy/data-training posture.

  5. Agenticness — how well agents can access and operate the productSet up automations that run autonomously in the background

    nonemoves Built-in AIimpact 30

    Missing: any documented scheduling/trigger/webhook mechanism, evidence of persistent autonomous background jobs, or first-party automation orchestration beyond on-demand sandbox execution.

  6. Agenticness — how well agents can access and operate the productIssue scoped/least-privilege API credentials for an agent

    nonemoves agent-readyimpact 30

    Missing: any docs on scoped/limited-permission API key creation, credential scoping to specific sandboxes/actions, or least-privilege agent auth model.

  7. Agenticness — how well agents can access and operate the productSubscribe to events via webhooks

    nonemoves agent-readyimpact 30

    No evidence anywhere in the pack mentions webhooks or event subscription mechanisms; Daytona's documented capabilities cover sandboxes, snapshots, SDKs, CLI, MCP, and SSH, but nothing about publishing or subscribing to events via webhooks.

  8. Agenticness — how well agents can access and operate the productRely on versioned APIs with a documented deprecation policy

    nonemoves API qualityimpact 30

    Missing: explicit API version scheme (e.g., v1/v2 paths), changelog of breaking changes, documented deprecation/sunset policy or timelines.

Showing the top 8 of 27 — every none/partial verdict in the story verdicts table is headroom.

Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.

Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map6 surfaces · 32 covered stories

Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.

docs27 stories

Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence

6 of 20 testable claims verified · 4 contradictedintegrity 0/100

24 distinct capability claims found in Daytona’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.

6

Verified

10

Unverified

4

Contradicted

14

Undersold

Verified (8)
Unverified (17)
Contradicted (4)
Undersold (14)
Claims outside our story set (1)

Real capability claims found in Daytona’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.

  • Browser-based web terminal lets users run commands and debug sandboxes without local tools

    source ↗
Suggest a story for these →

Business model

free-tiercreditsusage-basedenterprise-custom

Usage-based: sandboxes bill per-second for vCPU, memory, and storage, with starter credits to begin; dedicated/enterprise capacity is custom-priced.

pricing ↗

Score trend

How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.

PA Score32 (Sep 4 '26)33 (Sep 16 '26)
Agent-ready57 (Sep 4 '26)57 (Sep 16 '26)

Flag

⚑ Flag a verdict

Think a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.

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Hotlinked SVG — always shows the live current score.

For agents

Data

Agent surface uptime llms.txt 100% · openapi.json 100% (30d, checked every 6h since Sep 8 '26)