How we score

Every episode is scored against a rubric for its category. Each criterion gets a level from 1 to 5 with a one-line reason, and the levels are combined into the score out of 10 using the weights shown. A criterion that can’t be judged from the material available is marked “n/a” and left out. Scores are AI-generated and can be wrong.

Arts

CriterionWeight135
Insight into the work
Depth of discussion about the art, book or craft
20%Surface-level plot summary or name-droppingSome useful observationsReveals something new about the work or craft
Expertise and access
Knowledge of the hosts or guests
20%No evident expertiseInformed enthusiastsPractitioners or critics with real authority
Sparks curiosity
Makes you want to read, see or make something
15%Leaves no impressionMildly interestingYou want to seek out the work immediately
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Business

CriterionWeight135
Actionable takeaways
Advice a listener can actually use
20%Vague motivation, nothing to act onA few usable ideasSpecific, practical steps or frameworks
Evidence over hype
Claims backed by numbers, examples or experience
20%Buzzwords and unsupported claimsSome examples, some hand-wavingConcrete data, case studies and honest caveats
Guest and host credibility
Real experience behind the opinions
15%Unclear why they should be trustedRelevant but general experienceProven operators speaking from direct experience
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Comedy

CriterionWeight135
Laugh density
How often it is actually funny
20%Almost no jokes landSteady chuckles with flat stretchesConsistently funny throughout
Originality of material
Fresh premises versus recycled bits
20%Tired or borrowed materialFamiliar premises with some fresh anglesDistinctive, surprising material
Chemistry and delivery
Rapport and timing between the voices
15%Awkward or talking over each otherComfortable but unevenEffortless rapport and sharp timing
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Education

CriterionWeight135
Clarity of explanation
How well ideas are explained
20%Confusing or jargon-heavyMostly clear with rough patchesComplex ideas made simple and memorable
Accuracy
Correctness of what is taught
20%Notable errors or misleading claimsBroadly right, loosely sourcedCareful, correct and well sourced
Structure
Logical build from start to finish
15%Rambling, no clear pathLoose structureBuilds step by step with clear takeaways
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Fiction

CriterionWeight135
Writing
Quality of the script and dialogue
20%Clunky or cliched writingCompetent with weak spotsSharp, distinctive writing
Performance and production
Acting and sound design as described or transcribed
20%Flat or distractingServiceableImmersive and convincing
Plot momentum
Does the story pull you forward
15%Nothing happens or hard to followMoves along with lullsGripping; you need the next episode
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Government

CriterionWeight135
Accuracy and sourcing
Facts, documents and named sources
20%Unsourced assertionsMostly sourcedWell documented with primary sources
Balance and context
Fair treatment of positions and background
20%One-sided or missing contextSome context, leans one wayFair, with history and competing views explained
Clarity on what it means
Explains the real-world impact
15%Insider talk with no explanationPartly explainedMakes policy consequences clear to anyone
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Health & Fitness

CriterionWeight135
Evidence-based claims
Advice grounded in research
20%Anecdote or pseudoscienceMix of evidence and opinionCites good research and states its limits
Expert credentials
Qualifications of who is giving advice
20%No relevant qualificationsSome relevant backgroundQualified clinicians or researchers
Safe and practical advice
Usable guidance without risky claims
15%Risky, extreme or sales-driven adviceGenerally sensiblePractical, safe and honest about who it suits
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

History

CriterionWeight135
Research depth
Use of sources and detail
20%Thin retelling of common knowledgeDecent researchDeeply researched with primary sources
Storytelling
Narrative craft
20%Dry list of datesEngaging in placesVivid and compelling throughout
Context and nuance
Avoids oversimplifying
15%Simplistic or one-noteSome nuanceExplains causes, perspectives and uncertainty
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Kids & Family

CriterionWeight135
Age-appropriate and engaging
Holds its intended audience
20%Boring or mismatched to the audienceFine for mostCaptivating for its age group
Educational or emotional value
What kids or parents take away
20%Little to take awaySome valueTeaches or comforts in a lasting way
Trustworthy guidance
Sound, kind and safe content
15%Questionable messages or adviceMostly soundThoughtful, safe and well grounded
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Leisure

CriterionWeight135
Enthusiast depth
Knowledge of the hobby or game
20%Generic chatterKnowledgeableDeep expertise that rewards fans
Useful tips or discoveries
Things to try, buy or play
20%Nothing newA few pointersMany concrete tips or recommendations
Fun to listen to
Enjoyable even for a casual listener
15%Flat or cliqueyPleasantInfectious enthusiasm
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Music

CriterionWeight135
Musical insight
Depth about the music itself
20%Gossip or surface talkSome analysisIlluminates how and why the music works
Access and stories
Artists, insiders or history
20%No access or new storiesSome good anecdotesFirst-hand stories you won't hear elsewhere
Discovery
Leads you to music worth hearing
15%No new musicA couple of leadsYou leave with things to listen to
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

News

CriterionWeight135
Accuracy and sourcing
Facts and named sources
20%Unsourced or speculativeMostly sourcedClearly sourced and careful with facts
Balance and context
Fairness and background
20%One-sided or missing contextSome contextFair, with background and competing views
Timeliness and relevance
Why it matters now
15%Stale or trivialRelevantTimely and clearly important
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Religion & Spirituality

CriterionWeight135
Depth of teaching
Substance of the message
20%PlatitudesSome depthThoughtful, well-grounded teaching
Respect and openness
Treatment of other views
20%Dismissive or hostileMostly respectfulGenerous and welcoming to questions
Applicable to life
Practical meaning for listeners
15%Abstract with no applicationSome applicationClear, meaningful guidance
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Science

CriterionWeight135
Scientific accuracy
Correctness and care with claims
20%Errors or overhyped claimsBroadly rightPrecise, with uncertainty explained
Clarity for non-experts
Accessible explanation
20%ImpenetrableFollowable with effortClear and vivid for anyone
Sense of discovery
New findings or perspectives
15%Nothing newSome fresh materialGenuinely eye-opening
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Society & Culture

CriterionWeight135
Fresh perspective
New ways of seeing the topic
20%Rehashes familiar takesSome new anglesChanges how you think about it
Storytelling and voices
Personal stories and range of voices
20%Flat or single-voicedSome good storiesRich, human and varied
Thoughtfulness
Nuance and honesty
15%Hot takesConsidered in placesNuanced and self-aware
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Sports

CriterionWeight135
Analysis depth
Beyond scores and hot takes
20%Shouting and recapsSome real analysisSmart breakdowns that teach you something
Insider knowledge
Reporting, access or expertise
20%Fan chatter onlyInformedReal access or expert insight
Entertainment
Fun for fans
15%DullEnjoyableGreat banter and energy
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

Technology

CriterionWeight135
Technical accuracy
Gets the technology right
20%Errors or marketing fluffMostly rightPrecise and well informed
Insight beyond the headlines
Analysis you can't get from a news feed
20%Reads the news backSome analysisOriginal, forward-looking insight
Clarity for non-experts
Understandable without being a specialist
15%Jargon wallMostly accessibleClear to newcomers without dumbing down
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

True Crime

CriterionWeight135
Research depth
Records, interviews and detail
20%Rehashes a Wikipedia pageDecent researchOriginal reporting or deep records work
Storytelling
Narrative craft and pacing
20%Confusing or flatEngaging in placesGripping and well structured
Respect for victims
Avoids sensationalism
15%Exploitative or jokey about victimsMostly respectfulHumane, careful and victim-centred
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

TV & Film

CriterionWeight135
Critical insight
Analysis beyond plot recap
20%Plot summary and gushingSome analysisSharp criticism that deepens the viewing
Behind-the-scenes knowledge
Craft, industry or access
20%NoneSome triviaReal insider knowledge or interviews
Entertainment
Fun to listen to
15%DullEnjoyableFunny, lively and addictive
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time

General

CriterionWeight135
Originality
Says something you haven't heard elsewhere
20%Generic or derivativeSome fresh materialDistinctive and surprising
Expertise
Knowledge of hosts or guests
20%No evident expertiseInformedReal authority on the subject
Engagement
Enjoyable and easy to stay with
15%Hard to stay withPleasantHard to stop listening
Substance
Real content versus filler and padding
15%Mostly filler, tangents or repetitionSolid content with some paddingDense with ideas, stories or information throughout
Delivers on its title
Covers what the title and description promise
15%Barely touches the promised topicCovers the topic but drifts or stays shallowFully delivers what the title promises
Value for time
Pacing and tightness for its length
15%Drags; could be a fraction of the lengthReasonably paced with slow stretchesTight and well paced; earns its running time
/10