Superlog VS Boxes.dev
Compare Superlog VS Boxes.dev, what is the difference between Superlog and Boxes.dev?
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Summarize
Superlog summarize
Superlog is an open-source autonomous observability tool. It installs itself and fixes the bugs it finds. With a single prompt, it instruments your repository with OpenTelemetry and keeps it up-to-date. When something breaks, it groups noisy issues into a single incident and posts one mergeable PR in Slack. Unlike Datadog or Sentry, there's no setup, no alert fatigue, and no manual fixing. Your telemetry stays vendor-neutral, so you keep full control of your data.
Superlog Landing Page
Boxes.dev summarize
Cloud dev environments for agentic coding. Run each Claude Code or Codex chat on its own computer in the cloud, connect from mobile and desktop, and code from anywhere.
Boxes.dev Landing Page
Compare Details
Superlog details
| Categories | AI Agent, AI Code Assistant, AI Developer Tools, AI Code Review, Log Management, Open Source AI Models |
| Superlog Website | https://superlog.sh?utm_source=toolify |
| Added Time | June 06 2026 |
| Superlog Pricing | -- |
Boxes.dev details
| Categories | AI Agent, AI Developer Tools, AI Code Assistant, AI Copilot, No-Code&Low-Code |
| Boxes.dev Website | https://boxes.dev?utm_source=toolify |
| Added Time | June 08 2026 |
| Boxes.dev Pricing | -- |
Comparison of usage
How to use Superlog?
To use Superlog, run the command `npx skills add superloglabs/skills --all` in your terminal. The open-source agent wizard will explore your codebase, add structured logs, traces, and metrics via OpenTelemetry, and automatically send incident reports and pull requests to your Slack workspace.
How to use Boxes.dev?
To use Boxes.dev, move your project codebase into a cloud devbox using the CLI command `dvb init`. The platform automatically scans your local dev environment and creates a setup plan. Once approved, a coding agent recreates your dev environment in the cloud. You can then fork the primary VM to run tasks on their own machines, start Codex or Claude Code, and review, steer, or ship code from mobile, desktop, or CLI surfaces.
Compare Pros between Superlog and Boxes.dev
Core features of Superlog
- One-prompt OpenTelemetry instrumentation and automatic updates
- Autonomous bug fixing with agent-generated resolution pull requests
- Intelligent incident fingerprinting and error log grouping to prevent alert fatigue
- Continuous codebase and infrastructure scanning for drift prevention
- Model Context Protocol (MCP) integration for serverless dashboard management
- Vendor-neutral telemetry telemetry to maintain full data control
Core features of Boxes.dev
- Full cloud computer per agent with isolated filesystem, services, and database state
- Instant snapshots and forks for running multiple agents in parallel
- Persistent terminal sessions and continuous background execution when offline
- Multi-surface control supporting macOS desktop, iOS/Android mobile, and scriptable CLI
- Localhost port forwarding that automatically follows the selected fork
- Cloud scheduled and webhook automation triggers (e.g., via Slack or Linear)
Compare Use Cases
Use cases for Superlog
- Automatically instrumenting web, api, and worker services with OpenTelemetry spans and metrics
- Consolidating hundreds of repeated production error logs into a single categorized incident report
- Generating automated bug-fixing pull requests with regression tests directly in Slack channels
- Creating cloud cost and deployment dashboards through natural language prompts using MCP
Use cases for Boxes.dev
- Running multiple Claude Code or Codex tasks simultaneously on separate virtual machines
- Leaving complex coding agent tasks running overnight or while traveling without keeping a laptop open
- Reviewing agent threads, diffs, and approving or steering code changes directly from a smartphone
- Automating regular codebase tasks like weekly dependency audits triggered on a schedule
Different Plan between Superlog and Boxes.dev
Superlog
$0 forever
For side projects and first installs. Includes 1M spans, 5M logs, 10M metric points, 30-day retention, and 5 investigations per month.
$44.00 / month (estimated example)
Only pay for what you send with no base fee or commitment. Metered at $1.50/investigation, $0.50/M spans, $0.50/M logs, and $0.15/M metric points.
$150 per month
For developers shipping fixes from real telemetry every week. Includes 120 investigation credits/month (then $1.25/investigation). Telemetry metered at pay-as-you-go rates.
$300 per month
For teams wanting more investigation throughput at a lower marginal price. Includes 300 investigation credits/month (then $1.00/investigation). Telemetry metered at pay-as-you-go rates.
Contact us
For organizations requiring higher volumes, custom retention, or SAML integration.
Boxes.dev
$0 / free
10 free box-hours, Main devbox + 2 awake forks, Unlimited sleeping forks, Bring your own Codex + Claude Code, Desktop, mobile, web, CLI
$19 / user / mo
40 included box-hours / mo, Main devbox + 4 awake forks, Unlimited sleeping forks, Prepaid overage at $0.75 / box-hour, Email support
$99 / user / mo
250 included box-hours / mo, Main devbox + 10 awake forks, Unlimited sleeping forks, Prepaid overage at $0.60 / box-hour, Priority support
Custom volume
Custom seat & box-hour pools, SSO, SCIM, RBAC, Audit logs and spend controls, Dedicated resources & deployment, Custom MSA, security review
Superlog's traffic
Superlog is the one with 7.8K monthly visits and 00:00:51 Avg.visit duration. Superlog has a Page per visit of 2.66 and a bounce rate of 55.55%.
Visit Over Time
| Monthly Visits | 7.8K |
| Avg·visit Duration | 00:00:51 |
| Page per Visit | 2.66 |
| Bounce Rate | 55.55% |
Boxes.dev's traffic
Boxes.dev is the one with 0 monthly visits and 00:00:00 Avg.visit duration. Boxes.dev has a Page per visit of 0.00 and a bounce rate of 0.00%.
Visit Over Time
| Monthly Visits | 0 |
| Avg·visit Duration | 00:00:00 |
| Page per Visit | 0.00 |
| Bounce Rate | 0.00% |
Geography
The top 5 countries/regions for Superlog are:United States 48.12%, India 25.06%, Brazil 18.53%, France 5.61%, Italy 2.69%
Top 5 Countries/regions
 | 48.12% |
 | 25.06% |
 | 18.53% |
 | 5.61% |
 | 2.69% |
Geography
Sorry, there are no data
Traffic Sources
The 6 main sources of traffic to Superlog are:Direct 64.57%, Referrals 11.40%, vs_sourcesSocialPaid 8.88%, vs_sourcesSearchOrganic 6.55%, vs_sourcesSocialOrganic 4.45%, Mail 4.15%, vs_sourcesGenAi 0.00%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%
Direct | 64.57% |
Referrals | 11.40% |
vs_sourcesSocialPaid | 8.88% |
vs_sourcesSearchOrganic | 6.55% |
vs_sourcesSocialOrganic | 4.45% |
Mail | 4.15% |
vs_sourcesGenAi | 0.00% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
Traffic Sources
The 6 main sources of traffic to Boxes.dev are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Mail | 0 |
vs_sourcesGenAi | 0 |
Direct | 0 |
vs_sourcesAffiliate | 0 |
Referrals | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
Which is better: Superlog or Boxes.dev?
Superlog might be a bit more popular than Boxes.dev.As you can see, Superlog has 7.8K monthly visits, while Boxes.dev has 0 monthly visits. So more people choose Superlog. So the odds are that people will recommend Superlog more on social platforms.
Superlog has an Avg.visit duration of 00:00:51, while Boxes.dev has an Avg.visit duration of 00:00:00. Also, Superlog has a page per visit of 2.66 and a Bounce Rate of 55.55%. Boxes.dev has a page per visit of 0.00 and a Bounce Rate of 0.00%.
The main users of Superlog are United States, India, Brazil, France, Italy, with the following distribution: 48.12%, 25.06%, 18.53%, 5.61%, 2.69%.
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