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).
| System | DecisionScore | Accuracy (top pick) | Answered |
|---|---|---|---|
| Jev | 78.8 | 67.8% | 400 / 400 |
| decider-2b | 77.8 | 69.5% | 400 / 400 |
| System One Scorer | 77.7 | 69.5% | 400 / 400 |
| NanoJev | 76.4 | 69.5% | 400 / 400 |
| JevFish | 72.2 | 69.5% | 400 / 400 |
| OpenJev | 69.4 | 69.3% | 400 / 400 |
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | yes | correct | 71.0% | 0.916 |
|
| decider-2b | yes | correct | 65.1% | 0.878 |
|
| System One Scorer | yesinput truncated | correct | 68.5% | 0.901 |
|
| NanoJev | yes | correct | 51.7% | 0.767 |
|
| JevFish | no | wrong | 26.6% | 0.462 |
|
| OpenJev | yes | correct | 73.9% | 0.932 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | yes | correct | 64.0% | 0.870 |
|
| decider-2b | no | wrong | 15.0% | 0.278 |
|
| System One Scorer | noinput truncated | wrong | 38.0% | 0.616 |
|
| NanoJev | no | wrong | 14.1% | 0.263 |
|
| JevFish | no | wrong | 12.6% | 0.235 |
|
| OpenJev | no | wrong | 9.7% | 0.184 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | wrong | 29.0% | 0.496 |
|
| decider-2b | no | wrong | 36.0% | 0.590 |
|
| System One Scorer | noinput truncated | wrong | 37.2% | 0.606 |
|
| NanoJev | no | wrong | 26.1% | 0.454 |
|
| JevFish | no | wrong | 19.3% | 0.349 |
|
| OpenJev | no | wrong | 0.9% | 0.018 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | wrong | 39.0% | 0.628 |
|
| decider-2b | no | wrong | 47.6% | 0.725 |
|
| System One Scorer | noinput truncated | wrong | 46.9% | 0.718 |
|
| NanoJev | no | wrong | 29.2% | 0.498 |
|
| JevFish | no | wrong | 14.0% | 0.260 |
|
| OpenJev | no | wrong | 16.9% | 0.310 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | yes | correct | 68.0% | 0.898 |
|
| decider-2b | yes | correct | 65.1% | 0.878 |
|
| System One Scorer | yesinput truncated | correct | 72.8% | 0.926 |
|
| NanoJev | yes | correct | 54.5% | 0.793 |
|
| JevFish | no | wrong | 18.9% | 0.342 |
|
| OpenJev | yes | correct | 55.6% | 0.803 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | yes | correct | 58.0% | 0.824 |
|
| decider-2b | no | wrong | 34.9% | 0.576 |
|
| System One Scorer | noinput truncated | wrong | 40.6% | 0.647 |
|
| NanoJev | no | wrong | 19.9% | 0.359 |
|
| JevFish | no | wrong | 13.7% | 0.255 |
|
| OpenJev | no | wrong | 1.4% | 0.028 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: no
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | correct | 72.0% | 0.922 |
|
| decider-2b | no | correct | 54.8% | 0.796 |
|
| System One Scorer | noinput truncated | correct | 59.4% | 0.835 |
|
| NanoJev | no | correct | 73.6% | 0.930 |
|
| JevFish | no | correct | 81.0% | 0.964 |
|
| OpenJev | no | correct | 99.2% | 1.000 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | wrong | 22.0% | 0.392 |
|
| decider-2b | no | wrong | 12.2% | 0.230 |
|
| System One Scorer | yesinput truncated | correct | 57.9% | 0.823 |
|
| NanoJev | yes | correct | 55.3% | 0.800 |
|
| JevFish | no | wrong | 18.0% | 0.328 |
|
| OpenJev | no | wrong | 0.3% | 0.005 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | wrong | 20.0% | 0.360 |
|
| decider-2b | no | wrong | 12.2% | 0.230 |
|
| System One Scorer | noinput truncated | wrong | 36.9% | 0.602 |
|
| NanoJev | no | wrong | 16.2% | 0.298 |
|
| JevFish | no | wrong | 11.8% | 0.222 |
|
| OpenJev | no | wrong | 1.8% | 0.036 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: no
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | correct | 71.0% | 0.916 |
|
| decider-2b | no | correct | 78.5% | 0.954 |
|
| System One Scorer | noinput truncated | correct | 68.1% | 0.898 |
|
| NanoJev | no | correct | 72.8% | 0.926 |
|
| JevFish | no | correct | 83.0% | 0.971 |
|
| OpenJev | no | correct | 99.9% | 1.000 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | wrong | 30.0% | 0.510 |
|
| decider-2b | yes | correct | 59.5% | 0.836 |
|
| System One Scorer | yesinput truncated | correct | 57.4% | 0.818 |
|
| NanoJev | yes | correct | 50.5% | 0.755 |
|
| JevFish | no | wrong | 23.1% | 0.409 |
|
| OpenJev | no | wrong | 0.2% | 0.004 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | wrong | 31.0% | 0.524 |
|
| decider-2b | no | wrong | 24.0% | 0.422 |
|
| System One Scorer | noinput truncated | wrong | 29.4% | 0.501 |
|
| NanoJev | no | wrong | 15.6% | 0.288 |
|
| JevFish | no | wrong | 13.3% | 0.249 |
|
| OpenJev | no | wrong | 5.4% | 0.106 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: no
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | correct | 75.0% | 0.938 |
|
| decider-2b | no | correct | 59.5% | 0.836 |
|
| System One Scorer | noinput truncated | correct | 68.6% | 0.901 |
|
| NanoJev | no | correct | 74.2% | 0.933 |
|
| JevFish | no | correct | 81.7% | 0.967 |
|
| OpenJev | no | correct | 99.3% | 1.000 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | yes | correct | 72.0% | 0.922 |
|
| decider-2b | yes | correct | 60.7% | 0.845 |
|
| System One Scorer | yesinput truncated | correct | 68.9% | 0.903 |
|
| NanoJev | yes | correct | 53.6% | 0.784 |
|
| JevFish | no | wrong | 23.7% | 0.418 |
|
| OpenJev | no | wrong | 11.6% | 0.218 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | yes | correct | 54.0% | 0.788 |
|
| decider-2b | no | wrong | 24.0% | 0.422 |
|
| System One Scorer | noinput truncated | wrong | 38.0% | 0.616 |
|
| NanoJev | no | wrong | 14.9% | 0.276 |
|
| JevFish | no | wrong | 13.5% | 0.252 |
|
| OpenJev | no | wrong | 3.6% | 0.070 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: yes
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | wrong | 26.0% | 0.452 |
|
| decider-2b | no | wrong | 40.5% | 0.646 |
|
| System One Scorer | noinput truncated | wrong | 41.7% | 0.660 |
|
| NanoJev | no | wrong | 29.7% | 0.505 |
|
| JevFish | no | wrong | 18.9% | 0.342 |
|
| OpenJev | no | wrong | 0.7% | 0.014 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: no
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | correct | 64.0% | 0.870 |
|
| decider-2b | no | correct | 74.2% | 0.933 |
|
| System One Scorer | yesinput truncated | wrong | 33.0% | 0.551 |
|
| NanoJev | yes | wrong | 45.1% | 0.699 |
|
| JevFish | no | correct | 81.4% | 0.966 |
|
| OpenJev | no | correct | 97.8% | 1.000 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: no
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | correct | 69.0% | 0.904 |
|
| decider-2b | no | correct | 83.0% | 0.971 |
|
| System One Scorer | noinput truncated | correct | 61.7% | 0.853 |
|
| NanoJev | no | correct | 82.2% | 0.968 |
|
| JevFish | no | correct | 87.2% | 0.984 |
|
| OpenJev | no | correct | 96.7% | 0.999 |
|
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
yesno
Turn 2 — each system's response · Turn 3 — the grade
Expected answer: no
| System | Top pick | Grade | P(expected) | Proper score | Distribution |
|---|---|---|---|---|---|
| Jev | no | correct | 72.0% | 0.922 |
|
| decider-2b | no | correct | 68.3% | 0.900 |
|
| System One Scorer | noinput truncated | correct | 63.6% | 0.868 |
|
| NanoJev | no | correct | 71.1% | 0.916 |
|
| JevFish | no | correct | 81.9% | 0.967 |
|
| OpenJev | no | correct | 99.7% | 1.000 |
|