Macroscope VS devstral2
Compare Macroscope VS devstral2, what is the difference between Macroscope and devstral2?
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Summarize
Macroscope summarize
Macroscope understands your codebase to summarize activity and catch bugs. It's an AI agent that answers questions about what’s happening and automatically reviews your PRs.
Macroscope Landing Page
devstral2 summarize
devstral2 Landing Page
Compare Details
Macroscope details
| Categories | AI Code Assistant, AI Code Review, AI Developer Tools, AI Productivity Tools, AI Summarizer |
| Macroscope Website | https://macroscope.com?utm_source=toolify |
| Added Time | September 19 2025 |
| Macroscope Pricing | -- |
devstral2 details
| Categories | AI Code Assistant, AI Code Generator, AI Developer Tools, AI Agent, Open Source AI Models, AI API |
| devstral2 Website | http://devstral2.com?utm_source=toolify |
| Added Time | December 11 2025 |
| devstral2 Pricing | -- |
Comparison of usage
How to use Macroscope?
Macroscope is designed for quick setup and integrates with your existing development tools: 1. **Connect GitHub**: Install the GitHub app to automatically start summarizing commits and pull requests, identifying projects, providing productivity statistics, and performing code review on PRs. 2. **Connect Jira / Linear**: Integrate with your ticketing system (Jira or Linear) to enrich Macroscope's understanding of why work is happening and what tasks remain. This step is optional. 3. **Connect Slack**: Ask any questions directly in Slack to receive answers grounded in your codebase, git log, PRs, and issue tracking system.
How to use devstral2?
Users can access Devstral 2 via API, which is currently offered for free, or through self-hosted deployment on their own infrastructure with NVIDIA support. Mistral Vibe CLI can be installed directly in the terminal using a curl command (`curl -LsSf https://mistral.ai/vibe/install.sh | bash`) and then used as a native coding assistant.
Compare Pros between Macroscope and devstral2
Core features of Macroscope
- Automatic commit summaries
- Automatic PR descriptions and reviews
- High-signal bug detection and fixing in PRs
- Real-time project summaries
- Scheduled engineering standup summaries
- Q&A with your codebase and git log (Ask Macroscope Anything)
- Team productivity statistics
- Codebase activity summarization
Core features of devstral2
- State-of-the-art open-source coding model (Devstral 2)
- High performance on SWE-bench Verified (72.2% for Devstral 2, 68.0% for Devstral Small 2)
- Large context window (256K)
- Cost-efficient (up to 7x more than Claude Sonnet)
- Compact and efficient model sizes
- Code Agent Excellence (explores codebases, orchestrates changes, maintains architecture-level context)
- Smart Error Handling (tracks dependencies, detects failures, retries with corrections)
- Multi-File Orchestration across entire codebases
- Native, open-source command-line coding assistant (Mistral Vibe CLI)
- Customizable CLI for specific languages or enterprise codebases
- Project-Aware Context and Smart References in CLI
- Persistent History, autocompletion, and customizable themes in CLI
- IDE Integration for Mistral Vibe CLI (Zed extension, Agent Communication Protocol)
- Image Input Support for Devstral Small 2
Compare Use Cases
Use cases for Macroscope
- Understanding product changes and how engineering time is allocated.
- Providing leaders with actionable insights into development progress.
- Enabling engineers to focus more on building and less on reporting.
- Reducing time-to-root-cause in troubleshooting.
- Organizing project plans and release artifacts.
- Illuminating areas that lack clear documentation.
- Helping product leads stay informed on engineering progress and developer productivity.
- Generating release notes automatically.
- Answering specific code-related questions instantly.
Use cases for devstral2
- Solving complex software engineering tasks autonomously
- Bug fixing across entire codebases
- Modernizing legacy systems
- Exploring and orchestrating changes in codebases
- Developing AI coding tools and agents
- Powering multimodal agents with image inputs (Devstral Small 2)
- Practical deployment on limited hardware (Devstral Small 2)
Different Plan between Macroscope and devstral2
Macroscope
$30 /developer /month
Minimum 5 seats. Includes Summaries for Commits, PRs, Projects, AI Code Review, Team Productivity Stats, Slack, Linear, JIRA Integrations, Q&A with your codebase and git log, and Usage credits equal to your monthly subscription. Support via Slack.
Contact us
Includes everything in Teams, plus Custom Contracts & DPA, Identity Provider Integration, SOC 2 Type II Compliance, and Priority Support.
devstral2
Free
Currently free via API
$0.40/$2.00 per million tokens
Future pricing for API access, integrated with Kilo Code and Cline
Macroscope's traffic
Macroscope is the one with 47.5K monthly visits and 00:00:17 Avg.visit duration. Macroscope has a Page per visit of 1.81 and a bounce rate of 47.46%.
Visit Over Time
| Monthly Visits | 47.5K |
| Avg·visit Duration | 00:00:17 |
| Page per Visit | 1.81 |
| Bounce Rate | 47.46% |
devstral2's traffic
devstral2 is the one with 0 monthly visits and 00:00:00 Avg.visit duration. devstral2 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 Macroscope are:United States 55.64%, India 9.87%, Nigeria 7.63%, Mexico 4.33%, Germany 3.42%
Top 5 Countries/regions
 | 55.64% |
 | 9.87% |
 | 7.63% |
 | 4.33% |
 | 3.42% |
Geography
Sorry, there are no data
Traffic Sources
The 6 main sources of traffic to Macroscope are:vs_sourcesSearchPaid 38.08%, Direct 31.33%, vs_sourcesSearchOrganic 16.48%, vs_sourcesDisplayAds 8.32%, vs_sourcesSocialOrganic 3.00%, Mail 1.55%, Referrals 0.79%, vs_sourcesSocialPaid 0.45%, vs_sourcesGenAi 0.00%, vs_sourcesAffiliate 0.00%
vs_sourcesSearchPaid | 38.08% |
Direct | 31.33% |
vs_sourcesSearchOrganic | 16.48% |
vs_sourcesDisplayAds | 8.32% |
vs_sourcesSocialOrganic | 3.00% |
Mail | 1.55% |
Referrals | 0.79% |
vs_sourcesSocialPaid | 0.45% |
vs_sourcesGenAi | 0.00% |
vs_sourcesAffiliate | 0.00% |
Traffic Sources
The 6 main sources of traffic to devstral2 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: Macroscope or devstral2?
Macroscope might be a bit more popular than devstral2.As you can see, Macroscope has 47.5K monthly visits, while devstral2 has 0 monthly visits. So more people choose Macroscope. So the odds are that people will recommend Macroscope more on social platforms.
Macroscope has an Avg.visit duration of 00:00:17, while devstral2 has an Avg.visit duration of 00:00:00. Also, Macroscope has a page per visit of 1.81 and a Bounce Rate of 47.46%. devstral2 has a page per visit of 0.00 and a Bounce Rate of 0.00%.
The main users of Macroscope are United States, India, Nigeria, Mexico, Germany, with the following distribution: 55.64%, 9.87%, 7.63%, 4.33%, 3.42%.
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