Consensus vs CodingFleet vs Programming Helper vs ScienceOS

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

Your tool
Consensus
vs
Competitor 1
CodingFleet
Competitor 2
Programming Helper
Competitor 3
ScienceOS
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
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Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
Make main Remove
Competitor Programming Helper
programming-helper.com
Most AI chatbots force you to craft perfect prompts—then tweak whatever comes back
Make main Remove
Competitor ScienceOS
scienceos.ai
Researchers waste hours hunting through literature—piecing together fragments from different papers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
138.8Kvisits/mo
4.6Kvisits/mo
64.9Kvisits/mo
MoM change
▲ 3.5%
▲ 37.7%
▼ 17.6%
▼ 6.2%
6-month growth
+14.4%
+130.9%
+40.4%
+1.2%
Global rank web
#9,859
#323,656
#3,812,090
#464,304
Avg. last 3 months
5.5M
101.4K
5K
68.2K
Bounce rate lower is better
43%
46%
48%
39%
Pages / visit
4.1
1.8
1.3
3.7
Visit duration
3m 56s
35s
16s
1m 37s
Traffic sources
● Direct 84% · ● Referral 14%
● Direct 88% · ● Referral 10%
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● Direct 98% · ● Mail 2%
ConsensusCodingFleetProgramming HelperScienceOS
01.5M2.9M4.4M5.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KProgramming Helper · 2.7KProgramming Helper · 3.7KProgramming Helper · 3.2KProgramming Helper · 2.7KProgramming Helper · 3.3KProgramming Helper · 4.1KProgramming Helper · 13.8KProgramming Helper · 4.8KProgramming Helper · 5.6KProgramming Helper · 4.6KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9K1K10K100K1M10MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KProgramming Helper · 2.7KProgramming Helper · 3.7KProgramming Helper · 3.2KProgramming Helper · 2.7KProgramming Helper · 3.3KProgramming Helper · 4.1KProgramming Helper · 13.8KProgramming Helper · 4.8KProgramming Helper · 5.6KProgramming Helper · 4.6KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$8.99per month · free tier available
$7per month · free tier available
$20per month · free tier available
€7.25per month · free tier available
Free tier
Free trial
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API access
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Plans
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Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
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Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Capabilities input → output
Input
Text
CodeText
CodeText
DocumentsText
Output
Text
Code
CodeText
DataText
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI Coding Assistant
Development & CodeAI Coding AssistantSQL Query Builder
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
6
8
Research
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Coding
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Research papers
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Code explanations
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Code testing
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Regex
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SQL queries
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Scientific q a
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Search engine
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Academic research
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Citations
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Literature reviews
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Medical research
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PDF analysis
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Python
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Research papers summaries
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Scientific literature exploration
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Scientific research
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Debugging
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Literature analysis
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Network diagrams
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SQL
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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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.