Backlog vs GitHub

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

GitHub is the stronger AI pick in Project Management: it has a visibility score of 10.2 versus 4.1 for Backlog, and ranks ahead in 67% of the answers that name both.

Choose Backlog if…

Flat tiers pricing suits your budget better than per seat
Strong backlog management for complex, scaled engineering
Free tier with Scrum and Kanban boards and basic backlog management
Sprint and backlog management, sprint planning and release management

Choose GitHub if…

You want the brand AI engines rank higher (10.2 vs 4.1)
You want a lower entry price ($4 vs $35)
AI answers describe it more positively (48% vs 0% positive)
You need SOC 1 Type 2 or SOC 2 Type 2 or ISO/IEC 27001 or CSA STAR Level 2 or PCI DSS or FedRAMP Tailored ATO coverage

AI visibility side by side

Latest weekly run · Nov 3

Metric	Backlog	GitHub
Visibility score	4.1%	10.2%
Change vs last week	New	New
Rank in Project Management	#18	#10
Share of voice	1.6%	2.6%
Mentions this run	9	13
Positive in AI answers	0%	48%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

Backlog 0pp · GitHub 0pp over 0 weekly runs.

Engine by engine

GitHub leads on 2 of 3 engines

ChatGPT

4.1%

AI Mode

2.6%

20.7%

Perplexity

7.6%

5.9%

BacklogGitHub

Head to head in AI answers

3 engine answers name both brands

1Backlog ranked higher

2GitHub ranked higher

Prompt	Engine	Backlog	GitHub
Top project management tool options for B2B SaaS companies	ChatGPT	#10	#9
Top project management tool options for B2B SaaS companies	Perplexity	#10	#11
Best project management tool for startups	AI Mode	#9	#7

Features, pricing & fit

Dimension	Backlog	GitHub
Pricing model	Flat tiers	Per seat
Entry price	Free; paid from $35 / mo	Free; paid from $4 per seat / mo
Free plan	Yes	Yes
Deployment	Cloud-hosted by Nulab, with an on-premises self-hosted option on the customer's private servers	Cloud service (GitHub.com and GitHub Enterprise Cloud) and self-hosted GitHub Enterprise Server
Compliance	—	SOC 1 Type 2, SOC 2 Type 2, ISO/IEC 27001, CSA STAR Level 2, PCI DSS, FedRAMP Tailored ATO
Support	Email support from the customer team, 1:1 online training session, Dedicated customer success associate, Enterprise customer success manager	Community support (Free plan), Web-based support (Team plan), Premium support with 24/7 web and phone support and a 30-minute SLA on urgent tickets (Enterprise)
Founded	2004	2008
Headquarters	Fukuoka, Japan	San Francisco, California
Employees	—	501–1,000
Funding	IPO · $6M raised	Round led by Sequoia Capital · $350M raised
Best for	Business and software development teams that need task tracking, issue management and Git repositories with simple pricing	Development teams, from individuals to enterprises, that build, review, and ship software on one platform.