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Typed Decision Bench · tasks · Data and operations

trial-outcomes

feature extraction for ml · saas growth · 400 items · primary question type noul. Source synthetic:saas-trial-v1 (CC-BY-4.0 (generated here)); labels are oracle labels, never an LLM judge. Download these samples (JSON).

SystemDecisionScoreAccuracy (top pick)Answered
Jev78.867.8%400 / 400
decider-2b77.869.5%400 / 400
System One Scorer77.769.5%400 / 400
NanoJev76.469.5%400 / 400
JevFish72.269.5%400 / 400
OpenJev69.469.3%400 / 400
Sample 1 of 6 · data-and-operations:trial-10806 · 275 state tokens (common tier)

Turn 1 — the request (identical for every system)

State (JSON)
{
  "definitions": {
    "activated_7d": "The account reaches the product's activation milestone (a saved workflow run by 2+ seats) within 7 days of sign-up.",
    "upgraded_30d": "The account converts from trial to a paid plan within 30 days; an account that never activates does not upgrade.",
    "ticket_opened_14d": "The account opens at least one support ticket within 14 days of sign-up.",
    "renewed_annual": "The account renews its annual commitment at the first renewal date; only asked when billing_cycle is annual."
  },
  "account": {
    "company_size": "51-200",
    "industry": "healthcare",
    "region": "na",
    "signup_channel": "organic",
    "plan": "business",
    "billing_cycle": "annual",
    "role": "manager",
    "device": "mobile",
    "seats_requested": 9,
    "days_since_signup": 2,
    "onboarding_steps_done": 8,
    "sessions_first_3d": 4,
    "integrations_connected": 2,
    "invites_sent": 5,
    "docs_pages_viewed": 14,
    "prior_trials": 0,
    "competitor_tools": 1,
    "marketing_touches_30d": 2,
    "sales_assist": 0,
    "discount_pct": 20,
    "signup_hour": 14,
    "signup_weekday": 6,
    "nps_intent": null,
    "seat_growth_signal": 0.3051
  }
}

Question activated_7d · noul

Will activated_7d happen for state.account, as defined in state.definitions.activated_7d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevyescorrect71.0%0.916
  • yes 71.0%
  • no 29.0%
decider-2byescorrect65.1%0.878
  • yes 65.1%
  • no 34.9%
System One Scoreryes
input truncated
correct68.5%0.901
  • yes 68.5%
  • no 31.5%
NanoJevyescorrect51.7%0.767
  • yes 51.7%
  • no 48.3%
JevFishnowrong26.6%0.462
  • yes 26.6%
  • no 73.4%
OpenJevyescorrect73.9%0.932
  • yes 73.9%
  • no 26.1%

Question upgraded_30d · noul · primary (ranked)

Will upgraded_30d happen for state.account, as defined in state.definitions.upgraded_30d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevyescorrect64.0%0.870
  • yes 64.0%
  • no 36.0%
decider-2bnowrong15.0%0.278
  • yes 15.0%
  • no 85.0%
System One Scorerno
input truncated
wrong38.0%0.616
  • yes 38.0%
  • no 62.0%
NanoJevnowrong14.1%0.263
  • yes 14.1%
  • no 85.9%
JevFishnowrong12.6%0.235
  • yes 12.6%
  • no 87.4%
OpenJevnowrong9.7%0.184
  • yes 9.7%
  • no 90.3%

Question ticket_opened_14d · noul

Will ticket_opened_14d happen for state.account, as defined in state.definitions.ticket_opened_14d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnowrong29.0%0.496
  • yes 29.0%
  • no 71.0%
decider-2bnowrong36.0%0.590
  • yes 36.0%
  • no 64.0%
System One Scorerno
input truncated
wrong37.2%0.606
  • yes 37.2%
  • no 62.8%
NanoJevnowrong26.1%0.454
  • yes 26.1%
  • no 73.9%
JevFishnowrong19.3%0.349
  • yes 19.3%
  • no 80.7%
OpenJevnowrong0.9%0.018
  • yes 0.9%
  • no 99.1%

Question renewed_annual · noul

Will renewed_annual happen for state.account, as defined in state.definitions.renewed_annual? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnowrong39.0%0.628
  • yes 39.0%
  • no 61.0%
decider-2bnowrong47.6%0.725
  • yes 47.6%
  • no 52.4%
System One Scorerno
input truncated
wrong46.9%0.718
  • yes 46.9%
  • no 53.1%
NanoJevnowrong29.2%0.498
  • yes 29.2%
  • no 70.8%
JevFishnowrong14.0%0.260
  • yes 14.0%
  • no 86.1%
OpenJevnowrong16.9%0.310
  • yes 16.9%
  • no 83.1%
Sample 2 of 6 · data-and-operations:trial-16803 · 247 state tokens (common tier)

Turn 1 — the request (identical for every system)

State (JSON)
{
  "definitions": {
    "activated_7d": "The account reaches the product's activation milestone (a saved workflow run by 2+ seats) within 7 days of sign-up.",
    "upgraded_30d": "The account converts from trial to a paid plan within 30 days; an account that never activates does not upgrade.",
    "ticket_opened_14d": "The account opens at least one support ticket within 14 days of sign-up."
  },
  "account": {
    "company_size": "51-200",
    "industry": "healthcare",
    "region": "na",
    "signup_channel": "paid_search",
    "plan": "starter",
    "billing_cycle": "monthly",
    "role": "founder",
    "device": "desktop",
    "seats_requested": 3,
    "days_since_signup": 3,
    "onboarding_steps_done": 5,
    "sessions_first_3d": 9,
    "integrations_connected": 2,
    "invites_sent": 1,
    "docs_pages_viewed": 15,
    "prior_trials": 0,
    "competitor_tools": 0,
    "marketing_touches_30d": 9,
    "sales_assist": 1,
    "discount_pct": 30,
    "signup_hour": 12,
    "signup_weekday": 6,
    "nps_intent": 8,
    "seat_growth_signal": null
  }
}

Question activated_7d · noul

Will activated_7d happen for state.account, as defined in state.definitions.activated_7d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevyescorrect68.0%0.898
  • yes 68.0%
  • no 32.0%
decider-2byescorrect65.1%0.878
  • yes 65.1%
  • no 34.9%
System One Scoreryes
input truncated
correct72.8%0.926
  • yes 72.8%
  • no 27.2%
NanoJevyescorrect54.5%0.793
  • yes 54.5%
  • no 45.5%
JevFishnowrong18.9%0.342
  • yes 18.9%
  • no 81.1%
OpenJevyescorrect55.6%0.803
  • yes 55.6%
  • no 44.4%

Question upgraded_30d · noul · primary (ranked)

Will upgraded_30d happen for state.account, as defined in state.definitions.upgraded_30d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevyescorrect58.0%0.824
  • yes 58.0%
  • no 42.0%
decider-2bnowrong34.9%0.576
  • yes 34.9%
  • no 65.1%
System One Scorerno
input truncated
wrong40.6%0.647
  • yes 40.6%
  • no 59.4%
NanoJevnowrong19.9%0.359
  • yes 19.9%
  • no 80.1%
JevFishnowrong13.7%0.255
  • yes 13.7%
  • no 86.3%
OpenJevnowrong1.4%0.028
  • yes 1.4%
  • no 98.6%

Question ticket_opened_14d · noul

Will ticket_opened_14d happen for state.account, as defined in state.definitions.ticket_opened_14d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: no

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnocorrect72.0%0.922
  • yes 28.0%
  • no 72.0%
decider-2bnocorrect54.8%0.796
  • yes 45.2%
  • no 54.8%
System One Scorerno
input truncated
correct59.4%0.835
  • yes 40.6%
  • no 59.4%
NanoJevnocorrect73.6%0.930
  • yes 26.4%
  • no 73.6%
JevFishnocorrect81.0%0.964
  • yes 18.9%
  • no 81.0%
OpenJevnocorrect99.2%1.000
  • yes 0.8%
  • no 99.2%
Sample 3 of 6 · data-and-operations:trial-17721 · 248 state tokens (common tier)

Turn 1 — the request (identical for every system)

State (JSON)
{
  "definitions": {
    "activated_7d": "The account reaches the product's activation milestone (a saved workflow run by 2+ seats) within 7 days of sign-up.",
    "upgraded_30d": "The account converts from trial to a paid plan within 30 days; an account that never activates does not upgrade.",
    "ticket_opened_14d": "The account opens at least one support ticket within 14 days of sign-up."
  },
  "account": {
    "company_size": "51-200",
    "industry": "software",
    "region": "na",
    "signup_channel": "partner",
    "plan": "starter",
    "billing_cycle": "monthly",
    "role": "ic",
    "device": "desktop",
    "seats_requested": 8,
    "days_since_signup": 3,
    "onboarding_steps_done": 1,
    "sessions_first_3d": 0,
    "integrations_connected": 0,
    "invites_sent": 0,
    "docs_pages_viewed": 0,
    "prior_trials": 2,
    "competitor_tools": 2,
    "marketing_touches_30d": 0,
    "sales_assist": 1,
    "discount_pct": 20,
    "signup_hour": 11,
    "signup_weekday": 6,
    "nps_intent": 5.9,
    "seat_growth_signal": 0.4481
  }
}

Question activated_7d · noul

Will activated_7d happen for state.account, as defined in state.definitions.activated_7d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnowrong22.0%0.392
  • yes 22.0%
  • no 78.0%
decider-2bnowrong12.2%0.230
  • yes 12.2%
  • no 87.8%
System One Scoreryes
input truncated
correct57.9%0.823
  • yes 57.9%
  • no 42.1%
NanoJevyescorrect55.3%0.800
  • yes 55.3%
  • no 44.7%
JevFishnowrong18.0%0.328
  • yes 18.0%
  • no 82.0%
OpenJevnowrong0.3%0.005
  • yes 0.3%
  • no 99.7%

Question upgraded_30d · noul · primary (ranked)

Will upgraded_30d happen for state.account, as defined in state.definitions.upgraded_30d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnowrong20.0%0.360
  • yes 20.0%
  • no 80.0%
decider-2bnowrong12.2%0.230
  • yes 12.2%
  • no 87.8%
System One Scorerno
input truncated
wrong36.9%0.602
  • yes 36.9%
  • no 63.1%
NanoJevnowrong16.2%0.298
  • yes 16.2%
  • no 83.8%
JevFishnowrong11.8%0.222
  • yes 11.8%
  • no 88.2%
OpenJevnowrong1.8%0.036
  • yes 1.8%
  • no 98.2%

Question ticket_opened_14d · noul

Will ticket_opened_14d happen for state.account, as defined in state.definitions.ticket_opened_14d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: no

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnocorrect71.0%0.916
  • yes 29.0%
  • no 71.0%
decider-2bnocorrect78.5%0.954
  • yes 21.4%
  • no 78.5%
System One Scorerno
input truncated
correct68.1%0.898
  • yes 31.9%
  • no 68.1%
NanoJevnocorrect72.8%0.926
  • yes 27.2%
  • no 72.8%
JevFishnocorrect83.0%0.971
  • yes 17.0%
  • no 83.0%
OpenJevnocorrect99.9%1.000
  • yes 0.1%
  • no 99.9%
Sample 4 of 6 · data-and-operations:trial-17872 · 247 state tokens (common tier)

Turn 1 — the request (identical for every system)

State (JSON)
{
  "definitions": {
    "activated_7d": "The account reaches the product's activation milestone (a saved workflow run by 2+ seats) within 7 days of sign-up.",
    "upgraded_30d": "The account converts from trial to a paid plan within 30 days; an account that never activates does not upgrade.",
    "ticket_opened_14d": "The account opens at least one support ticket within 14 days of sign-up."
  },
  "account": {
    "company_size": "1-10",
    "industry": "fintech",
    "region": "eu",
    "signup_channel": "product_referral",
    "plan": "team",
    "billing_cycle": "monthly",
    "role": "ic",
    "device": "mobile",
    "seats_requested": 1,
    "days_since_signup": 3,
    "onboarding_steps_done": 2,
    "sessions_first_3d": 3,
    "integrations_connected": 0,
    "invites_sent": 0,
    "docs_pages_viewed": 6,
    "prior_trials": 0,
    "competitor_tools": 0,
    "marketing_touches_30d": 1,
    "sales_assist": 0,
    "discount_pct": 0,
    "signup_hour": 8,
    "signup_weekday": 4,
    "nps_intent": 6.3,
    "seat_growth_signal": 0.469
  }
}

Question activated_7d · noul

Will activated_7d happen for state.account, as defined in state.definitions.activated_7d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnowrong30.0%0.510
  • yes 30.0%
  • no 70.0%
decider-2byescorrect59.5%0.836
  • yes 59.5%
  • no 40.5%
System One Scoreryes
input truncated
correct57.4%0.818
  • yes 57.4%
  • no 42.6%
NanoJevyescorrect50.5%0.755
  • yes 50.5%
  • no 49.5%
JevFishnowrong23.1%0.409
  • yes 23.1%
  • no 76.9%
OpenJevnowrong0.2%0.004
  • yes 0.2%
  • no 99.8%

Question upgraded_30d · noul · primary (ranked)

Will upgraded_30d happen for state.account, as defined in state.definitions.upgraded_30d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnowrong31.0%0.524
  • yes 31.0%
  • no 69.0%
decider-2bnowrong24.0%0.422
  • yes 24.0%
  • no 76.0%
System One Scorerno
input truncated
wrong29.4%0.501
  • yes 29.4%
  • no 70.6%
NanoJevnowrong15.6%0.288
  • yes 15.6%
  • no 84.4%
JevFishnowrong13.3%0.249
  • yes 13.3%
  • no 86.7%
OpenJevnowrong5.4%0.106
  • yes 5.4%
  • no 94.6%

Question ticket_opened_14d · noul

Will ticket_opened_14d happen for state.account, as defined in state.definitions.ticket_opened_14d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: no

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnocorrect75.0%0.938
  • yes 25.0%
  • no 75.0%
decider-2bnocorrect59.5%0.836
  • yes 40.5%
  • no 59.5%
System One Scorerno
input truncated
correct68.6%0.901
  • yes 31.4%
  • no 68.6%
NanoJevnocorrect74.2%0.933
  • yes 25.8%
  • no 74.2%
JevFishnocorrect81.7%0.967
  • yes 18.3%
  • no 81.7%
OpenJevnocorrect99.3%1.000
  • yes 0.7%
  • no 99.3%
Sample 5 of 6 · data-and-operations:trial-18667 · 248 state tokens (common tier)

Turn 1 — the request (identical for every system)

State (JSON)
{
  "definitions": {
    "activated_7d": "The account reaches the product's activation milestone (a saved workflow run by 2+ seats) within 7 days of sign-up.",
    "upgraded_30d": "The account converts from trial to a paid plan within 30 days; an account that never activates does not upgrade.",
    "ticket_opened_14d": "The account opens at least one support ticket within 14 days of sign-up."
  },
  "account": {
    "company_size": "11-50",
    "industry": "software",
    "region": "na",
    "signup_channel": "partner",
    "plan": "starter",
    "billing_cycle": "monthly",
    "role": "manager",
    "device": "desktop",
    "seats_requested": 4,
    "days_since_signup": 2,
    "onboarding_steps_done": 8,
    "sessions_first_3d": 3,
    "integrations_connected": 1,
    "invites_sent": 7,
    "docs_pages_viewed": 27,
    "prior_trials": 0,
    "competitor_tools": 3,
    "marketing_touches_30d": 1,
    "sales_assist": 0,
    "discount_pct": 30,
    "signup_hour": 21,
    "signup_weekday": 6,
    "nps_intent": 8.5,
    "seat_growth_signal": 0.3484
  }
}

Question activated_7d · noul

Will activated_7d happen for state.account, as defined in state.definitions.activated_7d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevyescorrect72.0%0.922
  • yes 72.0%
  • no 28.0%
decider-2byescorrect60.7%0.845
  • yes 60.7%
  • no 39.4%
System One Scoreryes
input truncated
correct68.9%0.903
  • yes 68.9%
  • no 31.1%
NanoJevyescorrect53.6%0.784
  • yes 53.6%
  • no 46.4%
JevFishnowrong23.7%0.418
  • yes 23.7%
  • no 76.3%
OpenJevnowrong11.6%0.218
  • yes 11.6%
  • no 88.4%

Question upgraded_30d · noul · primary (ranked)

Will upgraded_30d happen for state.account, as defined in state.definitions.upgraded_30d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevyescorrect54.0%0.788
  • yes 54.0%
  • no 46.0%
decider-2bnowrong24.0%0.422
  • yes 24.0%
  • no 76.0%
System One Scorerno
input truncated
wrong38.0%0.616
  • yes 38.0%
  • no 62.0%
NanoJevnowrong14.9%0.276
  • yes 14.9%
  • no 85.1%
JevFishnowrong13.5%0.252
  • yes 13.5%
  • no 86.5%
OpenJevnowrong3.6%0.070
  • yes 3.6%
  • no 96.4%

Question ticket_opened_14d · noul

Will ticket_opened_14d happen for state.account, as defined in state.definitions.ticket_opened_14d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: yes

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnowrong26.0%0.452
  • yes 26.0%
  • no 74.0%
decider-2bnowrong40.5%0.646
  • yes 40.5%
  • no 59.5%
System One Scorerno
input truncated
wrong41.7%0.660
  • yes 41.7%
  • no 58.3%
NanoJevnowrong29.7%0.505
  • yes 29.7%
  • no 70.3%
JevFishnowrong18.9%0.342
  • yes 18.9%
  • no 81.1%
OpenJevnowrong0.7%0.014
  • yes 0.7%
  • no 99.3%
Sample 6 of 6 · data-and-operations:trial-5533 · 249 state tokens (common tier)

Turn 1 — the request (identical for every system)

State (JSON)
{
  "definitions": {
    "activated_7d": "The account reaches the product's activation milestone (a saved workflow run by 2+ seats) within 7 days of sign-up.",
    "upgraded_30d": "The account converts from trial to a paid plan within 30 days; an account that never activates does not upgrade.",
    "ticket_opened_14d": "The account opens at least one support ticket within 14 days of sign-up."
  },
  "account": {
    "company_size": "51-200",
    "industry": "software",
    "region": "na",
    "signup_channel": "paid_search",
    "plan": "starter",
    "billing_cycle": "monthly",
    "role": "founder",
    "device": "desktop",
    "seats_requested": 8,
    "days_since_signup": 3,
    "onboarding_steps_done": 3,
    "sessions_first_3d": 1,
    "integrations_connected": 0,
    "invites_sent": 0,
    "docs_pages_viewed": 2,
    "prior_trials": 0,
    "competitor_tools": 1,
    "marketing_touches_30d": 5,
    "sales_assist": 0,
    "discount_pct": 10,
    "signup_hour": 2,
    "signup_weekday": 2,
    "nps_intent": 3.2,
    "seat_growth_signal": 0.6005
  }
}

Question activated_7d · noul

Will activated_7d happen for state.account, as defined in state.definitions.activated_7d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: no

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnocorrect64.0%0.870
  • yes 36.0%
  • no 64.0%
decider-2bnocorrect74.2%0.933
  • yes 25.8%
  • no 74.2%
System One Scoreryes
input truncated
wrong33.0%0.551
  • yes 67.0%
  • no 33.0%
NanoJevyeswrong45.1%0.699
  • yes 54.9%
  • no 45.1%
JevFishnocorrect81.4%0.966
  • yes 18.6%
  • no 81.4%
OpenJevnocorrect97.8%1.000
  • yes 2.2%
  • no 97.8%

Question upgraded_30d · noul · primary (ranked)

Will upgraded_30d happen for state.account, as defined in state.definitions.upgraded_30d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: no

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnocorrect69.0%0.904
  • yes 31.0%
  • no 69.0%
decider-2bnocorrect83.0%0.971
  • yes 17.0%
  • no 83.0%
System One Scorerno
input truncated
correct61.7%0.853
  • yes 38.3%
  • no 61.7%
NanoJevnocorrect82.2%0.968
  • yes 17.8%
  • no 82.2%
JevFishnocorrect87.2%0.984
  • yes 12.8%
  • no 87.2%
OpenJevnocorrect96.7%0.999
  • yes 3.3%
  • no 96.7%

Question ticket_opened_14d · noul

Will ticket_opened_14d happen for state.account, as defined in state.definitions.ticket_opened_14d? Judge from the account fields only.

2 options
  • yes
  • no

Turn 2 — each system's response · Turn 3 — the grade

Expected answer: no

SystemTop pickGradeP(expected)Proper scoreDistribution
Jevnocorrect72.0%0.922
  • yes 28.0%
  • no 72.0%
decider-2bnocorrect68.3%0.900
  • yes 31.7%
  • no 68.3%
System One Scorerno
input truncated
correct63.6%0.868
  • yes 36.4%
  • no 63.6%
NanoJevnocorrect71.1%0.916
  • yes 28.9%
  • no 71.1%
JevFishnocorrect81.9%0.967
  • yes 18.1%
  • no 81.9%
OpenJevnocorrect99.7%1.000
  • yes 0.3%
  • no 99.7%