CodeT5
Open source code understanding and generation models from Salesforce Research used for translation summarization and synthesis across many programming languages.
Pricing Free
Category research
Difficulty Beginner
Type Web App
Status Active
Consensus
AI research engine that answers questions with evidence from peer-reviewed studies, showing citations, study design, and summaries you can verify quickly.
Pricing Free / $15 per month
Category research
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in CodeT5
llmopen-sourcecodetranslationgeneration
Shared
None
Only in Consensus
evidencepeer-reviewedsearchsciencesummary
Key Features
CodeT5
- • Open weights and examples for research and applied prototypes
- • Supports generation summarization translation and explanation
- • Encoder decoder design with variants for different sizes
- • Reference scripts datasets and evaluation guidance
- • Strong baselines on public coding benchmarks
- • Compatible with popular deep learning frameworks
Consensus
- • Evidence-based answers with citations and study design
- • Pro searches that read full texts for deeper synthesis
- • Filters by topic outcome and study characteristics
- • Snapshots and summaries you can export to notes
- • Account tiers for individuals academics and teams
- • Interface designed to keep verification one click away
Use Cases
CodeT5
- → Bootstrap code assistants without external API reliance
- → Translate between languages or frameworks for migrations
- → Summarize long source files or PRs for reviewers
- → Label functions and generate docstrings for clarity
- → Build evaluation harnesses for coding tasks and RAG
- → Teach students about program synthesis with open weights
Consensus
- → Orient a lit review with quick evidence snapshots
- → Brief executives with short answers plus citations
- → Check whether claims are supported by controlled trials
- → Find meta-analyses and systematic reviews fast
- → Compare outcomes across interventions or protocols
- → Export concise notes for papers worth a deep read
Perfect For
CodeT5
researchers educators and developers who prefer open weights for code tasks and need reproducible baselines scripts and offline operation
Consensus
students clinicians researchers policy analysts product managers and writers who need fast evidence-first answers with links to papers
Capabilities
CodeT5
Synthesis and Docstrings Professional
Language to Language Intermediate
Long Files Intermediate
Fine Tuning Professional
Consensus
Cited Summaries Professional
Pro Search Professional
Study Characteristics Intermediate
Snapshots & Exports Basic
Need more details? Visit the full tool pages: