Pick the right AI for the job
Compare models on real benchmark evidence, see how strong that evidence is, and save the exact reasoning behind your choice.
What we can answer today
Each card is a kind of work people use AI for. Open one to see how the options compare.
29 more kinds of work, not ranked yetShow
EvalRank understands these questions but does not yet have enough independent evidence to rank them. They are listed so the gaps are visible.
Coding (general)
Status unavailableRank coding models and agents on general software tasks: code generation, repository-level SWE, and terminal work
Function and tool calling
Status unavailableEmit correct schema-valid tool calls
MCP tool orchestration
Status unavailableCoordinate MCP tools to complete a task
Web browsing and navigation
Status unavailableRetrieve and act on live web content
Computer use
Status unavailableOperate a graphical interface to complete a task
Deep research
Status unavailableSynthesize multiple sources with traceable citations
Customer support agent
Status unavailableResolve user support issues end to end
Enterprise and CRM workflow
Status unavailableExecute business workflows across enterprise systems
Mathematical reasoning
Status unavailableSolve quantitative or symbolic problems
General knowledge QA
Status unavailableAnswer broad knowledge questions accurately
RAG and retrieval
Status unavailableRetrieve relevant context and ground an answer
Long-term memory
Status unavailablePersist and recall useful information across sessions
Finance
Status unavailablePerform domain-grounded financial reasoning and workflows
Legal
Status unavailablePerform domain-grounded legal reasoning and drafting
Medical
Status unavailablePerform domain-grounded clinical reasoning and question answering
Multilingual
Status unavailableMaintain quality across languages and translation tasks
Vision and multimodal
Status unavailableReason over images, audio, or video
Coding (frontend)
Status unavailableRank models and agents on building and iterating web interfaces from a specification
SRE incident response
Status unavailableDiagnose and repair live service or infrastructure incidents
Reasoning
Status unavailableSolve novel multi-step reasoning tasks
Factuality
Status unavailableProduce correct and grounded factual claims
Professional deliverables
Status unavailableCreate review-ready professional work products from a complete brief, domain context, and reference files.
Computational research reproduction
Status unavailableReproduce published computational results by implementing or executing experiments from papers, code, data, and environments.
Writing
Status unavailableProduce high-quality creative and long-form prose from an open prompt, judged on human-preference writing quality.
Security code review
Status unavailableFind security vulnerabilities in real application code and fix them without breaking legitimate behavior
Code review
Status unavailableReview a code change and catch the real bugs it introduces without burying them in invalid or low-value comments
Instruction following
Status unavailableFollow every explicit instruction and output constraint in a prompt exactly, and restate the stated requirements faithfully without dropping or inventing any
Content-safety classification
Status unavailableClassify text as safe or unsafe, flagging unsafe content with high recall while rarely flagging harmless text that only sounds unsafe
Image generation
Status unavailableGenerate images from a text prompt