code sandboxes 100% Deterministic Spec Audit

Bearly AI vs CodeSandbox API

Comparing architecture, runtime limits, open-source licenses, and monthly costs for autonomous agent pipelines.

Bearly AI

Bearly Inc. (Trung Phan & Team)

CodeSandbox API

CodeSandbox B.V. (Ives van Hoorne & Bas Courbois)

Detailed Specifications & Compatibility Matrix

Extracted directly from GitHub REST API & official developer documentation

Technical Feature / Metric Bearly AI CodeSandbox API
Developer / Organization Bearly Inc. (Trung Phan & Team) CodeSandbox B.V. (Ives van Hoorne & Bas Courbois)
Open-Source Engine ✕ Proprietary Cloud ✓ Open Source (Apache-2.0)
GitHub Stars (Repo/SDK) Proprietary / Closed Core ★ 6,255 GitHub Stars
Core Repository Language Cloud API TypeScript
Supported SDK Clients
pythoncurl
typescriptjavascript
Self-Hosted Deployment Hosted Only Hosted Only
Docker / Container Ready Managed ✓ Official Image
Model Context Protocol (MCP) Standard REST/gRPC Standard REST/gRPC
Billing Architecture flat fee flat fee
Developer Free Tier
✓ Yes

100 free script executions / mo

✓ Yes

Free public sandboxes with session timeouts

Entry Paid Tier (Monthly) $20 USD / mo $18 USD / mo
Pricing & Cost Architecture Free tier provides 100 script executions per month. Premium subscription is $20/mo for unlimited standard script evaluations and enhanced compute capacity. Free tier includes public sandboxes with basic compute resources. Pro plan starts at $18/mo per user with private sandboxes, 6GB+ RAM, and persistent workspaces.
Key Engineering Insight Created by tech analyst and creator Trung Phan; engineered specifically to power research, financial data analysis, and document parsing agents without infrastructure setup. Pioneered in-browser and cloud microVM development environments; their architecture can snapshot a running Linux kernel memory state and resume it in under 500 milliseconds.

Strengths & Trade-Offs

Objective engineering evaluation of both platforms

Bearly AI Evaluation

Key Advantages

  • ✓ High-level simplified API designed specifically for agentic Python evaluation and document summarization
  • ✓ Zero infrastructure management: send Python code strings and receive structured execution outputs
  • ✓ Pre-installed scientific computing packages (pandas, numpy, matplotlib, sympy) ready out of the box

Limitations & Trade-Offs

  • ✕ Limited to standard script evaluations; cannot run custom long-running background daemons or multi-port services
  • ✕ Proprietary SaaS with flat monthly pricing rather than granular compute-second metering

CodeSandbox API Evaluation

Key Advantages

  • ✓ Runs complete fullstack development servers (Next.js, Vite, Node, Python) with instant public HTTP port forwarding
  • ✓ Instant memory branching: snapshot running application states in milliseconds without cold start penalties
  • ✓ Seamless live preview URLs allowing AI agents to visually render and test interactive web interfaces

Limitations & Trade-Offs

  • ✕ Proprietary cloud platform without an on-premise self-hosted edition
  • ✕ Billed primarily on a monthly per-seat subscription model rather than sub-second micro-metering

Source Quotes

Direct excerpts from official documentation backing our extracted specifications

Bearly AI Documentation Proof

PRICING:

"Premium subscription starts at $20/month."

FREE_TIER:

"Free tier includes 100 monthly executions."

SELF_HOSTED:

"Cloud-based hosted API execution engine."

CodeSandbox API Documentation Proof

PRICING:

"Pro subscription begins at $18/month per seat."

FREE_TIER:

"Free public sandboxes with standard CPU and RAM limits."

SELF_HOSTED:

"Hosted cloud microVM architecture."

Frequently Asked Questions: Bearly AI vs CodeSandbox API

Architectural trade-offs and decision criteria

Is Bearly AI or CodeSandbox API cheaper for developers?

Bearly AI has a starting price of $20/mo (flat fee), while CodeSandbox API starts at $18/mo (flat fee). Bearly AI includes a free tier (100 free script executions / mo). CodeSandbox API offers a free tier (Free public sandboxes with session timeouts).

Can I self-host Bearly AI and CodeSandbox API in my own infrastructure?

Bearly AI is a cloud-managed service only. In comparison, CodeSandbox API is proprietary cloud infrastructure.

Do Bearly AI and CodeSandbox API support the Model Context Protocol (MCP)?

Bearly AI does not currently list native MCP server compatibility. CodeSandbox API does not advertise built-in MCP protocol bindings.

Which programming languages have official SDKs for Bearly AI vs CodeSandbox API?

Bearly AI provides official SDKs in: python, curl. Meanwhile, CodeSandbox API supports: typescript, javascript.