PRISM

Alek Monday · scoring lab

Compare PRISM configurations

One locked set of 50 docs, all 1,024 saboteurs topics, and side-by-side percentages from each measured stack.

50 docs1024 topics9 configs ready

Cost and speed at 80k

This is not a quality graph. It only answers: how long and how much money to tag the same 1,024 topics at 80k scale with the same caps. Shorter bars are better. Retriever-only configs sit at $0. Fastest so far: 3 retrievers (50 docs × all topics) (15 min). First paid LLM run: Luna LOW × 50 docs × all topics ($9.57).

Time to finish

Estimated minutes at 80k with the same 1,024 topics

  • 3 retrievers (50 docs × all topics)15 min
  • Sparse only (50 docs × all topics)15 min
  • SPLADE only (50 docs × all topics)15 min
  • Dense only (50 docs × all topics)18 min
  • 3 retrievers + Voyage (50 docs × all topics)102 min
  • Luna LOW × 50 docs × all topics216 min

OpenRouter cost

Estimated USD at 80k · Voyage/Firestore bills are not included

  • Dense only (50 docs × all topics)$0
  • SPLADE only (50 docs × all topics)$0
  • Sparse only (50 docs × all topics)$0
  • 3 retrievers (50 docs × all topics)$0
  • 3 retrievers + Voyage (50 docs × all topics)No $ yetCost unavailable
  • Luna LOW × 50 docs × all topics$9.57
Dense only (50 docs × all topics)
18 min$0
SPLADE only (50 docs × all topics)
15 min$0
Sparse only (50 docs × all topics)
15 min$0
3 retrievers (50 docs × all topics)
15 min$0
3 retrievers + Voyage (50 docs × all topics)
102 minCost unavailable
Luna LOW × 50 docs × all topics
216 min$9.57

Locked corpus · INBOX_32_EDITED__CLEAN__170.md__80

Are You Materialistic? Filling Your Life With Things.

If you are ‘materialistic’ you keep filling your life with things and not depth. You keep chasing upgrades.

For instance: Buying better clothes, a better car, better home, better tech.

You love the feeling of new, shiny, impressive.

Understand that material comfort isn’t wrong. But when your identity is built on what you own, you’re always one loss away from collapse.

Materialism narrows your focus to status, appearance, and surface.

You may look successful —but feel strangely hollow.

Reflect on this:

* When you feel low, do you reach for purchases instead of reflection or connection?

* How much time and energy goes into maintaining your image?

* Who are you without any of your possessions?

Topic percentages

Scroll sideways for more configs. Scroll the page to read every topic. Same colour/emoji = same topic.

9 configs

Dense only (50 docs × all topics)

Top 40 of 122

100%GREEDY
100%MATERIALISTIC
100%YUPPIE
98%(E)XISTENTIAL EMPTINESS (mild)
98%HEDONISTIC (mildly)
98%MINIMALIST
98%MONEY-MINDED
98%OVERCONSUMPTION
98%XENO-MANIA (craving exotics)
97%HOARDING traits
93%MERCANTILE
92%BUSY-NESS (too BUSY)
89%CASUAL ADDICTIONS
89%EMPTY-FEELING INSIDE
88%COMFORT-SEEKING
88%INTERESTS (passions)
88%MEANING (higher)
88%USEFULNESS (purpose)
87%FULFILLMENT
87%MAXIMIZER
87%OBSESSING
86%NIHILISM (NEGATIVISM)
85%MISERLY
83%DRIVEN TO EXCESS
83%POVERTY MINDSET
83%XANADU CHASING (Utopia seeking)
82%CONTENTMENT (deep)
82%GLUTTONOUS
81%FEAR-Of-Missing-Out
81%LACKING GOALS
81%LEAVING a LEGACY
79%XS NOVELTY SEEKING
78%SIMPLICITY
78%UNFULFILLED
78%VAIN
78%XEROX-LIKE
76%ME-ME-ME (about ME)
76%MERCENARY
76%XENO-CENTRIC
76%XISTENTIAL- ANGST

SPLADE only (50 docs × all topics)

29 topics

100%MATERIALISTIC
94%YUPPIE
92%HEDONISTIC (mildly)
92%MINIMALIST
70%X-FACTOR HABITS (new positive habits)
69%GREEDY
68%PRIORITIZATION
66%THRIVING
60%BREAK-DOWN
56%IDEALISTIC
56%SIMPLICITY
53%WELL-BEING
51%COMMITMENT
51%FOCUSED
49%XANADU CHASING (Utopia seeking)
48%MERCENARY
47%ACTIVE LIFESTYLE
46%NIHILISM (NEGATIVISM)
46%WORK ETHIC
46%XS PESSIMISTIC
46%ZEROED-IN (focused)
42%BUSY-NESS (too BUSY)
42%MANIFESTING
42%NEGATIVE MINDSET
41%VISUALIZING A GOAL
40%ABUNDANCE MINDSET
40%INSULAR (ISLAND-LIKE)
38%JINXED MINDSET
38%SHAME focussed

Sparse only (50 docs × all topics)

33 topics

100%MATERIALISTIC
97%HEDONISTIC (mildly)
95%YUPPIE
93%MINIMALIST
84%GREEDY
76%MONEY-MINDED
76%OVERCONSUMPTION
72%VISUALIZING A GOAL
58%MAKE-BELIEVE (mild)
58%WELL-BEING
56%BREAK-DOWN
53%BUSY-NESS (too BUSY)
51%COMMITMENT
50%MERCENARY
50%ZESTFUL (loving life)
49%ABUNDANCE MINDSET
48%PRIORITIZATION
46%BLUE MOOD (Sad)
46%XENO-MANIA (craving exotics)
46%YOUNG AT HEART
43%GLUM
42%DREAM MANIFESTING
42%UNHAPPY
41%GRIM
41%LANGUISHING
41%OVERCONFIDENT
41%RESTLESSNESS
40%ZERO-AUTHENTIC
39%ANXIETY
39%GRATITUDE
39%SIMPLICITY
39%YOGIC Compassion
38%BOLD

3 retrievers (50 docs × all topics)

Top 40 of 141

100%MATERIALISTIC
100%YUPPIE
97%MINIMALIST
96%HEDONISTIC (mildly)
89%GREEDY
72%OVERCONSUMPTION
63%BUSY-NESS (too BUSY)
62%MONEY-MINDED
60%SIMPLICITY
58%MERCENARY
55%PRIORITIZATION
55%X-FACTOR HABITS (new positive habits)
53%HOARDING traits
52%WELL-BEING
52%XENO-MANIA (craving exotics)
49%CASUAL ADDICTIONS
49%EMPTY-FEELING INSIDE
48%LEAVING a LEGACY
46%IDEALISTIC
46%INTERESTS (passions)
45%XANADU CHASING (Utopia seeking)
44%BREAK-DOWN
44%NIHILISM (NEGATIVISM)
43%ABUNDANCE MINDSET
41%HAPPINESS (lasting)
40%REPETITIVE ACTS
39%FULFILLMENT
39%VALUES-BASED
39%VISUALIZING A GOAL
38%GLUTTONOUS
38%LANGUISHING
38%OBSESSING
38%THRIVING
38%USEFULNESS (purpose)
38%ZERO-AUTHENTIC
37%CONTENTMENT (deep)
37%XS PESSIMISTIC
36%NEGATIVE MINDSET
35%COMMITMENT
34%(E)XISTENTIAL EMPTINESS (mild)

3 retrievers + Voyage (50 docs × all topics)

Top 40 of 70

90%MATERIALISTIC
77%YUPPIE
75%HEDONISTIC (mildly)
74%MINIMALIST
72%GREEDY
65%OVERCONSUMPTION
55%MONEY-MINDED
52%HOARDING traits
49%BUSY-NESS (too BUSY)
49%EMPTY-FEELING INSIDE
49%SIMPLICITY
47%MERCENARY
46%PRIORITIZATION
45%WELL-BEING
43%X-FACTOR HABITS (new positive habits)
43%XENO-MANIA (craving exotics)
42%CASUAL ADDICTIONS
41%(E)XISTENTIAL EMPTINESS (mild)
41%IDEALISTIC
40%XANADU CHASING (Utopia seeking)
39%BREAK-DOWN
39%FULFILLMENT
39%INTERESTS (passions)
39%LEAVING a LEGACY
39%ZERO-AUTHENTIC
38%ABUNDANCE MINDSET
38%COMFORT-SEEKING
38%CONTENTMENT (deep)
38%HAPPINESS (lasting)
38%LANGUISHING
38%OBSESSING
38%REPETITIVE ACTS
37%KILLING OWN JOY
37%NIHILISM (NEGATIVISM)
36%GLUTTONOUS
36%THRIVING
36%USEFULNESS (purpose)
36%VALUES-BASED
35%MAKE-BELIEVE (mild)
35%MAXIMIZER

GLM 5.3 Flash LOW × 50 docs × all topics

Top 40 of 999

93%MATERIALISTIC
87%GREEDY
83%MONEY-MINDED
83%OVERCONSUMPTION
83%YUPPIE
76%EMPTY-FEELING INSIDE
76%HEDONISTIC (mildly)
76%UNSATISFIED
75%MINIMALIST
75%NON-ATTACHMENT
75%SELF-DISCOVERY
75%SELF-WORTH
70%SELF-AWARENESS
70%UNFULFILLED
69%INTROSPECTION
69%ZERO-AUTHENTIC
68%(E)XISTENTIAL EMPTINESS (mild)
68%CONTEMPLATION (inner)
68%KEYS to inner PEACE
68%MERCENARY
68%NO-THING-NESS
68%SIMPLICITY
67%CONTENTMENT (deep)
67%DISCOVERY WITHIN
63%FREEDOM (inner)
63%VALUES-BASED
62%COMFORT-SEEKING
62%FULFILLMENT
60%HABITUAL acts
60%INNER CONNECTION
60%LACKING-INSIGHT
60%MERCANTILE
60%NARCISSISTIC
60%VAIN
60%XS NOVELTY SEEKING
59%AWARENESS (inner)
58%EGO-CENTRIC
58%JOYLESS
58%LETTING-GO
58%MAXIMIZER

GLM 5.3 Flash EXTRA HIGH × 50 docs × all topics

Top 40 of 992

92%MATERIALISTIC
88%OVERCONSUMPTION
86%YUPPIE
85%GREEDY
85%NON-ATTACHMENT
80%EMPTY-FEELING INSIDE
80%MONEY-MINDED
78%HEDONISTIC (mildly)
70%MERCENARY
69%SELF-DISCOVERY
68%(E)XISTENTIAL EMPTINESS (mild)
67%CONTENTMENT (deep)
66%NO-THING-NESS
66%SIMPLICITY
65%EXCESSES (frequent)
63%INNER CONNECTION
63%KILLING OWN SPIRIT
63%UNSATISFIED
63%UPLIFTING SELF
63%ZERO-AUTHENTIC
62%IMPERMANENCE Concept
60%AWAKENING (spiritually)
60%FREEDOM (inner)
60%KEYS to inner PEACE
60%UNATTACHED to EGO
60%VALUING-SELF
60%WORTHINESS
59%COMFORT-SEEKING
59%FULFILLMENT
59%HAPPINESS (lasting)
59%LACKING RESTRAINT
59%MEANING (higher)
59%MORALITY
59%SPIRITUAL JOURNEY
58%HABITUAL acts
58%MODERATION
58%XTRA- Awareness
58%YEN (an urge)
58%YOURSELF (being You)
57%AWARENESS (inner)

Luna LOW × 50 docs × all topics

Top 40 of 921

98%MATERIALISTIC
91%MONEY-MINDED
90%YUPPIE
88%HEDONISTIC (mildly)
86%EMPTY-FEELING INSIDE
85%AWARENESS (inner)
85%GREEDY
84%(E)XISTENTIAL EMPTINESS (mild)
80%CONTEMPLATION (inner)
80%NO-THING-NESS
80%OVERCONSUMPTION
80%SIMPLICITY
80%UNATTACHED to EGO
80%UNSATISFIED
79%INTROSPECTION
79%NON-ATTACHMENT
79%UNDERSTANDING SELF
79%UNHAPPY
76%JOYLESS
76%SELF-AWARENESS
76%SELF-REALIZATION
75%COMFORT-SEEKING
75%CONTENTMENT (deep)
75%EXCESSES (frequent)
75%FULFILLMENT
75%MINIMALIST
71%YIELDING TO WANTS
70%AWAKENING (spiritually)
70%CONSCIOUSNESS (higher)
70%DISCONTENT
70%HABITUAL acts
70%INNER CONNECTION
70%MAXIMIZER
70%MODERATION
70%PERSONAL GROWTH
70%WELL-BEING
70%WHOLENESS (as One)
70%YOURSELF (being You)
69%BLUE MOOD (Sad)
69%CASUAL ADDICTIONS

Luna MAX × 50 docs × all topics

Top 40 of 835

96%MATERIALISTIC
88%YUPPIE
86%HEDONISTIC (mildly)
86%MONEY-MINDED
85%GREEDY
82%OVERCONSUMPTION
80%(E)XISTENTIAL EMPTINESS (mild)
80%MINIMALIST
77%NON-ATTACHMENT
76%EMPTY-FEELING INSIDE
73%FULFILLMENT
71%COMFORT-SEEKING
71%CONTEMPLATION (inner)
70%HABITUAL acts
70%SIMPLICITY
70%WELL-BEING
69%HAPPINESS (lasting)
69%OVERCOMING EGO
69%SELF-DISCOVERY
69%SELF-WORTH
69%UNDERSTANDING SELF
69%YIELDING TO WANTS
68%BUFFERING behavior
68%DISCONTENT
68%INNER CONNECTION
68%JOYLESS
68%LIBERATION from Ego
68%NO-THING-NESS
68%SELF-AWARENESS
68%UNATTACHED to EGO
68%UNFULFILLED
68%UNSATISFIED
68%VAIN
68%VALUING-SELF
67%CASUAL ADDICTIONS
67%CONTENTMENT (deep)
67%EXCESSES (frequent)
67%INTROSPECTION
67%KILLING SELF WORTH
66%BALANCED