Consensus vs GitHub Copilot vs Qodo (Formerly Codium) vs SciSpace

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Consensus
vs
Competitor 1
GitHub Copilot
Competitor 2
Qodo (Formerly Codium)
Competitor 3
SciSpace
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
Make main Remove
Competitor SciSpace
scispace.com
Make sense of research papers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
637.9Mvisits/mo
276.5Kvisits/mo
44.2Kvisits/mo
MoM change
▲ 3.5%
▲ 3.7%
▲ 9.3%
▼ 98.8%
6-month growth
+14.4%
+19.3%
-29.0%
-99.2%
Global rank web
#9,859
#49
#170,528
#17,447
Avg. last 3 months
5.5M
629.7M
268.7K
2.7M
Bounce rate lower is better
43%
36%
41%
56%
Pages / visit
4.1
5.9
2.4
2.5
Visit duration
3m 56s
6m 26s
49s
2m 13s
Traffic sources
● Direct 84% · ● Referral 14%
● Direct 83% · ● Referral 15%
● Direct 85% · ● Referral 11%
● Direct 83% · ● Referral 15%
ConsensusGitHub CopilotQodo (Formerly Codium)SciSpace
0159.5M318.9M478.4M637.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KSciSpace · 5.9MSciSpace · 5MSciSpace · 4.8MSciSpace · 5.1MSciSpace · 5.8MSciSpace · 5.6MSciSpace · 5MSciSpace · 4.2MSciSpace · 3.8MSciSpace · 44.2K10K100K1M10M100M1BConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KSciSpace · 5.9MSciSpace · 5MSciSpace · 4.8MSciSpace · 5.1MSciSpace · 5.8MSciSpace · 5.6MSciSpace · 5MSciSpace · 4.2MSciSpace · 3.8MSciSpace · 44.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$8.99per month · free tier available
$4per month · free tier available
$30per month
$20per month · free tier available
Free tier
–
Free trial
–
API access
–
–
–
–
Plans
—
Free FreeTeam $4/moEnterprise $21/mo
Free Trial CustomPro Team $30/moEnterprise Custom
Free FreePremium $20/moAdvanced $90/moMax $200/mo+1 more
Capabilities input → output
Input
Text
CodeText
Code
DocumentsText
Output
Text
Code
CodeText
DataText
Skill level
Intermediate
Intermediate
Intermediate
Beginner-friendly
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Productivity & OfficeResearch & AnalyticsAI PDFAI Research Papers+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
10
12
Research
–
–
Research papers
–
–
Academic research
–
–
Code reviews
–
–
Coding
–
–
Literature reviews
–
–
Code autocompletion
–
–
–
Research assistance
–
–
–
Search engine
–
–
–
Testing
–
–
–
Agents
–
–
–
Citations
–
–
–
Code quality
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
GitHub pull requests
–
–
–
Medical research
–
–
–
PDFs
–
–
–
Paraphrasing
–
–
–
Research papers analysis
–
–
–
Research papers drafting
–
–
–
Research papers summaries
–
–
–
Scientific research
–
–
–
Scientific writing
–
–
–
Test cases
–
–
–
Test creation
–
–
–
Unit tests
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Code analysis
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.