Span vs. Swarmia:
The AI-native alternative
Engineering teams need clear visibility into their development process, but legacy platforms require perfect data hygiene and months of setup. See why forward-thinking companies are switching to Span.
3 – 4x
Faster time to value
3 – 4x
Faster time to value
95%
AI code detection accuracy
$45
Per contributor / month
Why Span
Built for how engineering actually works
Built for how engineering actually works
Unlike traditional platforms that demand pristine data hygiene and rigid processes, Span uses advanced AI to make sense of your existing workflows and deliver insights from day one.
Unlike traditional platforms that demand pristine data hygiene and rigid processes, Span uses advanced AI to make sense of your existing workflows and deliver insights from day one.
AI-native intelligence
Span’s AI inference engine automatically categorizes work, classifies AI-generated code, and surfaces investment insights that go far beyond team health dashboards and flow metrics.
Insights for every role
Code-level detection tells you exactly which PRs are AI-generated — at 95% accuracy, across any tool. Swarmia tracks AI tool adoption but can’t identify which code AI actually wrote.
Comprehensive SDLC visibility
Tailored insights for ICs, engineering managers, and executives alike — brag sheets, sprint tracking, and strategic intelligence. Swarmia hides individual data entirely.
Universal AI code detection
A co-build approach lets you customize metrics, dashboards, and workflows to match your specific needs. No rigid templates or inflexible reporting.
Flexible platform
Complete visibility across your entire software development lifecycle — from builds and pull requests to code reviews, deploys, and incidents.
Built-in developer surveys
Full-featured developer surveys with 4 question types, 7 Likert variants, and industry benchmarks — not just lightweight pulse checks.
AI-native intelligence
Span’s AI inference engine automatically categorizes work, classifies AI-generated code, and surfaces investment insights that go far beyond team health dashboards and flow metrics.
Comprehensive SDLC visibility
Tailored insights for ICs, engineering managers, and executives alike — brag sheets, sprint tracking, and strategic intelligence. Swarmia hides individual data entirely.
Flexible platform
Complete visibility across your entire software development lifecycle — from builds and pull requests to code reviews, deploys, and incidents.
Insights for every role
Code-level detection tells you exactly which PRs are AI-generated — at 95% accuracy, across any tool. Swarmia tracks AI tool adoption but can’t identify which code AI actually wrote.
Universal AI code detection
A co-build approach lets you customize metrics, dashboards, and workflows to match your specific needs. No rigid templates or inflexible reporting.
Built-in developer surveys
Full-featured developer surveys with 4 question types, 7 Likert variants, and industry benchmarks — not just lightweight pulse checks.
AI-native intelligence
Span’s AI inference engine automatically categorizes work, classifies AI-generated code, and surfaces investment insights that go far beyond team health dashboards and flow metrics.
Flexible platform
Complete visibility across your entire software development lifecycle — from builds and pull requests to code reviews, deploys, and incidents.
Universal AI code detection
A co-build approach lets you customize metrics, dashboards, and workflows to match your specific needs. No rigid templates or inflexible reporting.
Comprehensive SDLC visibility
Tailored insights for ICs, engineering managers, and executives alike — brag sheets, sprint tracking, and strategic intelligence. Swarmia hides individual data entirely.
Insights for every role
Code-level detection tells you exactly which PRs are AI-generated — at 95% accuracy, across any tool. Swarmia tracks AI tool adoption but can’t identify which code AI actually wrote.
Built-in developer surveys
Full-featured developer surveys with 4 question types, 7 Likert variants, and industry benchmarks — not just lightweight pulse checks.
Detailed Comparison
How Span stacks up against Swarmia
How Span stacks up against Swarmia
Span’s AI inference engine automatically categorizes work, classifies AI-generated code, and surfaces investment insights that go far beyond team health dashboards and flow metrics.
Span’s AI inference engine automatically categorizes work, classifies AI-generated code, and surfaces investment insights that go far beyond team health dashboards and flow metrics.
Features
AI-native cost capitalization
AI-native cost capitalization
Brag sheets & performance summaries
Brag sheets & performance summaries
Workstreams & investment mix
Workstreams & investment mix
No data hygiene required
No data hygiene required
Roles & permissions
Roles & permissions
Synthetic metrics & AI quality
Synthetic metrics & AI quality
Time to value
Time to value
Pricing
Pricing
Accurate software cap and R&D credits without Jira hygiene or issue-to-PR linking
Accurate software cap and R&D credits without Jira hygiene or issue-to-PR linking
Auto-generated brag sheets and status updates — review prep in seconds
Auto-generated brag sheets and status updates — review prep in seconds
See where engineering time actually goes — no tagging required
See where engineering time actually goes — no tagging required
Your team links 40% of PRs to issues? That’s fine. Span works out of the box
Your team links 40% of PRs to issues? That’s fine. Span works out of the box
Built for everyone — ICs, EMs, directors, and VPs all get the right view
Built for everyone — ICs, EMs, directors, and VPs all get the right view
Weighted PRs that reflect real impact, plus AI vs. human defect rate tracking
Weighted PRs that reflect real impact, plus AI vs. human defect rate tracking
Plug in, get insights in weeks. Zero setup
Plug in, get insights in weeks. Zero setup
$45/contributor/month — transparent, predictable, no negotiation
$45/contributor/month — transparent, predictable, no negotiation
swarmia
No cost capitalization product at any tier. You’ll need a separate tool
No cost capitalization product at any tier. You’ll need a separate tool
Team-focused only. Individual data is hidden — no IC recognition tools
Team-focused only. Individual data is hidden — no IC recognition tools
No investment categorization or workstream mapping. Needs Jira labels for any allocation view
No investment categorization or workstream mapping. Needs Jira labels for any allocation view
Also Git-first — but limited to flow metrics. Span extracts deeper intelligence from the same data
Also Git-first — but limited to flow metrics. Span extracts deeper intelligence from the same data
Developer-friendly, but hides individual data. Limited executive-level strategic views
Developer-friendly, but hides individual data. Limited executive-level strategic views
Counts raw PRs. No complexity weighting, no AI code detection or quality classification
Counts raw PRs. No complexity weighting, no AI code detection or quality classification
Quick setup for flow metrics. But you’ll hit the ceiling fast — no cost cap, benchmarking, or investment tracking
Quick setup for flow metrics. But you’ll hit the ceiling fast — no cost cap, benchmarking, or investment tracking
Similar price point (€39/dev), but missing AI detection, cost cap, benchmarking, sprint tracking, and focus time
Similar price point (€39/dev), but missing AI detection, cost cap, benchmarking, sprint tracking, and focus time
The Span Advantage
Why teams choose Span over Swarmia
Why teams choose Span over Swarmia
01
Built for real-world data, not perfect data
Both Span and Swarmia work from Git signals without heavy Jira hygiene. But Span extracts far deeper intelligence from the same data — investment mix, cost capitalization, and AI code classification that Swarmia simply doesn’t offer.
04
Truly flexible, not rigidly templated
Span's co-build approach means the platform adapts to your unique workflows rather than forcing you into predetermined structures.
02
Faster implementation, faster results
Both platforms deploy in days. But Swarmia tops out at flow metrics and working agreements. Span delivers cost capitalization, AI code detection, investment tracking, and industry benchmarking from day one — no extra tools needed.
05
Universal AI detection that actually works
Span's universal AI code detector identifies AI-assisted code with 95% accuracy across all tools — even ones you haven't integrated yet.
03
Built for everyone, not just executives
Swarmia is developer-friendly but hides individual data entirely. Span gives ICs sprint tracking, focus time analysis, and auto- generated brag sheets — while still providing strategic intelligence for executives.
06
Transparent, predictable pricing
$45/contributor/month. No negotiation games, no hidden costs, no surprises. Just straightforward pricing you can plan around.
01
Built for real-world data, not perfect data
Both Span and Swarmia work from Git signals without heavy Jira hygiene. But Span extracts far deeper intelligence from the same data — investment mix, cost capitalization, and AI code classification that Swarmia simply doesn’t offer.
02
Faster implementation, faster results
Both platforms deploy in days. But Swarmia tops out at flow metrics and working agreements. Span delivers cost capitalization, AI code detection, investment tracking, and industry benchmarking from day one — no extra tools needed.
03
Built for everyone, not just executives
Swarmia is developer-friendly but hides individual data entirely. Span gives ICs sprint tracking, focus time analysis, and auto- generated brag sheets — while still providing strategic intelligence for executives.
04
Truly flexible, not rigidly templated
Span's co-build approach means the platform adapts to your unique workflows rather than forcing you into predetermined structures.
05
Universal AI detection that actually works
Span's universal AI code detector identifies AI-assisted code with 95% accuracy across all tools — even ones you haven't integrated yet.
06
Transparent, predictable pricing
$45/contributor/month. No negotiation games, no hidden costs, no surprises. Just straightforward pricing you can plan around.
01
Built for real-world data, not perfect data
Both Span and Swarmia work from Git signals without heavy Jira hygiene. But Span extracts far deeper intelligence from the same data — investment mix, cost capitalization, and AI code classification that Swarmia simply doesn’t offer.
03
Built for everyone, not just executives
Swarmia is developer-friendly but hides individual data entirely. Span gives ICs sprint tracking, focus time analysis, and auto- generated brag sheets — while still providing strategic intelligence for executives.
05
Universal AI detection that actually works
Span's universal AI code detector identifies AI-assisted code with 95% accuracy across all tools — even ones you haven't integrated yet.
02
Faster implementation, faster results
Both platforms deploy in days. But Swarmia tops out at flow metrics and working agreements. Span delivers cost capitalization, AI code detection, investment tracking, and industry benchmarking from day one — no extra tools needed.
04
Truly flexible, not rigidly templated
Span's co-build approach means the platform adapts to your unique workflows rather than forcing you into predetermined structures.
06
Transparent, predictable pricing
$45/contributor/month. No negotiation games, no hidden costs, no surprises. Just straightforward pricing you can plan around.
Glossgenius
glossgenius.com
"Span helps us take a more data-driven approach to velocity and gives every team and engineer visibility into how they can improve. We quickly moved the needle by giving teams insight into their working patterns and their own maker time."
Brady Allchin
VP of Engineering
Classpass
classpass.com
"We looked at other products, but ultimately chose Span. It came down to the magic and usability. Span just feels built by engineers who understand how teams actually work."
Henrique Boregio
Director of Engineering
Glossgenius
glossgenius.com
"Span helps us take a more data-driven approach to velocity and gives every team and engineer visibility into how they can improve. We quickly moved the needle by giving teams insight into their working patterns and their own maker time."
Brady Allchin
VP of Engineering
Classpass
classpass.com
"We looked at other products, but ultimately chose Span. It came down to the magic and usability. Span just feels built by engineers who understand how teams actually work."
Henrique Boregio
Director of Engineering
Transparent, predictable pricing
Transparent, predictable pricing
No negotiation games. No hidden costs. No surprises.
No negotiation games. No hidden costs. No surprises.
$45
contributor/mo
billed annually
Glossgenius
glossgenius.com
"Span helps us take a more data-driven approach to velocity and gives every team and engineer visibility into how they can improve. We quickly moved the needle by giving teams insight into their working patterns and their own maker time."
Brady Allchin
VP of Engineering
Classpass
classpass.com
"We looked at other products, but ultimately chose Span. It came down to the magic and usability. Span just feels built by engineers who understand how teams actually work."
Henrique Boregio
Director of Engineering
Everything you need to unlock engineering excellence
Everything you need to unlock engineering excellence