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Exercise Atlas.
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Search and inspect all 60 exercises, their source material, scoring evidence and retained model responses.

21 configurations60 exercises1,260 matched cells2 subjects

Exercise Atlas scope

60 exercises1260 matched cells1344 retained runs21 model-mode configurations
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Mean score and cross-configuration SD are descriptive summaries of the selected 21-configuration panel. Lower observed mean scores do not establish intrinsic exercise difficulty. Replicas are averaged within each configuration–exercise cell, and retained runs remain available in the research record.

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benchmark exercises with descriptive score and resource measurements
Exercise / topicExam recordObserved mean21-configuration distributionCross-configuration SDObserved resourcesOpen profile
Forma normale, esistenza e unicita, simmetrie, equazioni lineari e dinamica a tratti(A3-25-P1-E3)Equazioni differenziali ordinarie2025First sittingAnalysis III · Exercise 358.6/100#1 of 60 by lowest mean
23.5–100.0 · 1 scoring 100		SD 24.2#4 of 60 by spread33 criteria incomplete in at least two configurations147.9s$0.131 · 13,459 tokens0.06 retries · 4 replicated cellsOpen →
Circuito RLC con ramo serie C1-L in parallelo a C2 commutabile(F2-26-P1-E2)Circuiti e risposta in corrente alternata2026First sittingPhysics II · Exercise 267.4/100#2 of 60 by lowest mean
50.0–89.0 · 0 scoring 100		SD 8.8#42 of 60 by spread14 criteria incomplete in at least two configurations86.2s$0.069 · 10,659 tokens0.00 retries · 0 replicated cellsOpen →
Interferenza di tre sorgenti coerenti con ampiezze disuguali(F2-25-P3-E3)Onde elettromagnetiche e ottica2025Third sittingPhysics II · Exercise 377.5/100#3 of 60 by lowest mean
27.9–100.0 · 7 scoring 100		SD 23.6#5 of 60 by spread27 criteria incomplete in at least two configurations125.7s$0.092 · 13,401 tokens0.00 retries · 0 replicated cellsOpen →
Baricentro, integrali impropri, Gauss e Stokes(A3-26-P2B-E2)Integrali multipli e teoremi integrali2026Second sitting · Theme BAnalysis III · Exercise 280.0/100#4 of 60 by lowest mean
29.5–100.0 · 11 scoring 100		SD 28.1#1 of 60 by spread30 criteria incomplete in at least two configurations328.9s$0.162 · 21,268 tokens0.14 retries · 0 replicated cellsOpen →
Baricentro di una regione piana, integrali singolari e verifica del teorema di Gauss su un solido di rotazione(A3-25-P2-E2)Integrali multipli, integrabilità impropria e teorema di Gauss2025Second sittingAnalysis III · Exercise 280.4/100#5 of 60 by lowest mean
31.3–100.0 · 5 scoring 100		SD 25.7#3 of 60 by spread27 criteria incomplete in at least two configurations184.1s$0.136 · 18,309 tokens0.00 retries · 1 replicated cellsOpen →
Esistenza e unicità per un'equazione implicita e soluzione di problemi di Cauchy nei casi alpha=1 e alpha=0(A3-25-P2-E3)Equazioni differenziali ordinarie del primo ordine2025Second sittingAnalysis III · Exercise 381.2/100#6 of 60 by lowest mean
52.3–100.0 · 2 scoring 100		SD 15.2#20 of 60 by spread24 criteria incomplete in at least two configurations86.6s$0.080 · 9,142 tokens0.00 retries · 1 replicated cellsOpen →
Esistenza fuori dagli assi singolari, fattore integrante e attraversamento di t=0(A3-25-P5-E3)Equazioni differenziali implicite2025Fifth sittingAnalysis III · Exercise 382.9/100#7 of 60 by lowest mean
32.1–100.0 · 7 scoring 100		SD 21.8#7 of 60 by spread23 criteria incomplete in at least two configurations141.2s$0.087 · 10,699 tokens0.05 retries · 1 replicated cellsOpen →
Baricentro, integrali impropri, Gauss e Stokes(A3-26-P2A-E2)Integrali multipli e teoremi integrali2026Second sitting · Theme AAnalysis III · Exercise 283.6/100#8 of 60 by lowest mean
23.5–100.0 · 11 scoring 100		SD 25.9#2 of 60 by spread30 criteria incomplete in at least two configurations413.2s$0.168 · 22,298 tokens0.05 retries · 0 replicated cellsOpen →
Esistenza, energia e ODE lineare forzata(A3-25-P4-E3)Equazioni differenziali del secondo ordine2025Fourth sittingAnalysis III · Exercise 384.0/100#9 of 60 by lowest mean
45.0–100.0 · 5 scoring 100		SD 15.1#21 of 60 by spread15 criteria incomplete in at least two configurations189.3s$0.095 · 10,548 tokens0.06 retries · 1 replicated cellsOpen →
Esistenza e unicita, equilibri, integrale primo, orbite, problemi di Cauchy e riparametrizzazione temporale(A3-25-P3-E3)Sistemi differenziali autonomi e lineari2025Third sittingAnalysis III · Exercise 384.6/100#10 of 60 by lowest mean
15.3–100.0 · 4 scoring 100		SD 19.6#11 of 60 by spread20 criteria incomplete in at least two configurations114.2s$0.087 · 11,387 tokens0.00 retries · 1 replicated cellsOpen →
Interferenza in lamina sottile e coefficienti di Fresnel(F2-25-P5-E3)Onde elettromagnetiche e ottica2025Fifth sittingPhysics II · Exercise 384.7/100#11 of 60 by lowest mean
52.6–92.6 · 0 scoring 100		SD 8.3#44 of 60 by spread10 criteria incomplete in at least two configurations61.8s$0.053 · 7,533 tokens0.00 retries · 0 replicated cellsOpen →
Baricentro, integrabilità parametrica, Gauss e Stokes(A3-25-P4-E2)Integrali multipli e teoremi integrali2025Fourth sittingAnalysis III · Exercise 285.1/100#12 of 60 by lowest mean
35.3–100.0 · 6 scoring 100		SD 19.4#12 of 60 by spread25 criteria incomplete in at least two configurations177.8s$0.121 · 16,439 tokens0.00 retries · 1 replicated cellsOpen →
Diffrazione da fenditura, interferenza con sorgente puntiforme e lamina dielettrica(F2-25-P4-E3)Onde elettromagnetiche e ottica2025Fourth sittingPhysics II · Exercise 385.9/100#13 of 60 by lowest mean
56.6–100.0 · 3 scoring 100		SD 10.4#33 of 60 by spread17 criteria incomplete in at least two configurations197.5s$0.115 · 15,689 tokens0.05 retries · 0 replicated cellsOpen →
Interferenza e diffrazione di tre fenditure disuguali; riflessione su specchio perfetto(F2-26-P2-E3)Onde elettromagnetiche e ottica2026Second sittingPhysics II · Exercise 386.2/100#14 of 60 by lowest mean
51.6–100.0 · 10 scoring 100		SD 18.3#14 of 60 by spread21 criteria incomplete in at least two configurations244.3s$0.118 · 17,397 tokens0.10 retries · 0 replicated cellsOpen →
Baricentro polare, integrabilita di funzioni singolari, verifica di Gauss e Kelvin-Stokes(A3-25-P3-E2)Integrali multipli, integrabilita impropria e teoremi integrali del calcolo vettoriale2025Third sittingAnalysis III · Exercise 286.3/100#15 of 60 by lowest mean
32.3–100.0 · 9 scoring 100		SD 21.9#6 of 60 by spread29 criteria incomplete in at least two configurations202.6s$0.148 · 20,594 tokens0.00 retries · 1 replicated cellsOpen →
Baricentro, integrabilità impropria, Gauss e Kelvin-Stokes(A3-26-P3-E2)Integrali multipli e teoremi integrali2026Third sittingAnalysis III · Exercise 286.4/100#16 of 60 by lowest mean
39.0–100.0 · 8 scoring 100		SD 21.4#8 of 60 by spread22 criteria incomplete in at least two configurations277.2s$0.139 · 19,288 tokens0.00 retries · 0 replicated cellsOpen →
Baricentro, integrabilità impropria, volume per sezioni e flussi(A3-26-P4-E2)Integrali multipli e teorema di Gauss2026Fourth sittingAnalysis III · Exercise 287.0/100#17 of 60 by lowest mean
44.5–100.0 · 13 scoring 100		SD 20.8#9 of 60 by spread20 criteria incomplete in at least two configurations242.0s$0.106 · 14,123 tokens0.00 retries · 0 replicated cellsOpen →
Livello di R3→R2, sviluppo quadratico, punti stazionari ed estremi assoluti(A3-26-P3-E1)Curve di livello ed estremi vincolati2026Third sittingAnalysis III · Exercise 187.5/100#18 of 60 by lowest mean
29.2–100.0 · 10 scoring 100		SD 19.6#10 of 60 by spread21 criteria incomplete in at least two configurations289.4s$0.122 · 14,713 tokens0.00 retries · 0 replicated cellsOpen →
Baricentro e volume; teoremi di Gauss e Kelvin-Stokes(A3-25-P1-E2)Integrazione multipla e calcolo vettoriale2025First sittingAnalysis III · Exercise 288.2/100#19 of 60 by lowest mean
44.5–100.0 · 13 scoring 100		SD 17.9#15 of 60 by spread23 criteria incomplete in at least two configurations149.2s$0.085 · 11,262 tokens0.02 retries · 4 replicated cellsOpen →
ODE implicita esatta e equazione lineare di Eulero(A3-26-P1A-E3)Equazioni differenziali2026First sitting · Theme AAnalysis III · Exercise 388.4/100#20 of 60 by lowest mean
41.3–100.0 · 7 scoring 100		SD 16.9#16 of 60 by spread20 criteria incomplete in at least two configurations101.9s$0.089 · 10,944 tokens0.00 retries · 0 replicated cellsOpen →
Baricentro, integrali impropri, verifica di Gauss e area laterale(A3-25-P5-E2)Integrali multipli, Gauss e superfici2025Fifth sittingAnalysis III · Exercise 288.7/100#21 of 60 by lowest mean
30.0–100.0 · 7 scoring 100		SD 19.4#13 of 60 by spread24 criteria incomplete in at least two configurations127.1s$0.096 · 12,383 tokens0.00 retries · 1 replicated cellsOpen →
Brewster e polarizzazione in un prisma(F2-26-P4-E3)Onde elettromagnetiche e ottica2026Fourth sittingPhysics II · Exercise 389.7/100#22 of 60 by lowest mean
41.3–100.0 · 9 scoring 100		SD 16.9#16 of 60 by spread25 criteria incomplete in at least two configurations171.8s$0.123 · 17,528 tokens0.00 retries · 0 replicated cellsOpen →
ODE implicita esatta e equazione lineare di Eulero(A3-26-P1B-E3)Equazioni differenziali2026First sitting · Theme BAnalysis III · Exercise 390.0/100#23 of 60 by lowest mean
46.0–100.0 · 7 scoring 100		SD 14.7#23 of 60 by spread20 criteria incomplete in at least two configurations102.0s$0.088 · 10,705 tokens0.00 retries · 0 replicated cellsOpen →
Reticolo, ordini mancanti e potere risolutivo(F2-25-P1-E3)Onde elettromagnetiche e ottica2025First sittingPhysics II · Exercise 390.3/100#24 of 60 by lowest mean
66.6–100.0 · 8 scoring 100		SD 11.1#31 of 60 by spread13 criteria incomplete in at least two configurations594.6s$0.069 · 8,721 tokens0.03 retries · 3 replicated cellsOpen →
Esistenza, integrale primo, orbite e riparametrizzazione temporale(A3-26-P3-E3)Sistemi differenziali autonomi2026Third sittingAnalysis III · Exercise 390.6/100#25 of 60 by lowest mean
31.8–100.0 · 8 scoring 100		SD 15.7#19 of 60 by spread21 criteria incomplete in at least two configurations119.4s$0.099 · 11,475 tokens0.00 retries · 0 replicated cellsOpen →
Esistenza e unicità, integrale dell'energia ed equazione lineare(A3-26-P4-E3)Equazioni differenziali del secondo ordine2026Fourth sittingAnalysis III · Exercise 390.7/100#26 of 60 by lowest mean
82.6–100.0 · 2 scoring 100		SD 4.4#55 of 60 by spread6 criteria incomplete in at least two configurations170.1s$0.048 · 5,501 tokens0.00 retries · 0 replicated cellsOpen →
Partitore RL e risonanza parallela LC(F2-25-P5-E2)Circuiti e risposta in corrente alternata2025Fifth sittingPhysics II · Exercise 291.4/100#27 of 60 by lowest mean
54.7–100.0 · 13 scoring 100		SD 13.6#26 of 60 by spread17 criteria incomplete in at least two configurations92.8s$0.076 · 10,625 tokens0.00 retries · 0 replicated cellsOpen →
Teorema implicito, sviluppo quadratico, punto di sella ed estremi assoluti(A3-26-P4-E1)Superfici di livello ed estremi vincolati2026Fourth sittingAnalysis III · Exercise 192.0/100#28 of 60 by lowest mean
51.6–100.0 · 6 scoring 100		SD 12.5#28 of 60 by spread16 criteria incomplete in at least two configurations430.9s$0.080 · 9,454 tokens0.05 retries · 0 replicated cellsOpen →
Regolarità e tangente di una curva di livello, stazionarietà di una coordinata, estremi assoluti su un quarto di corona(A3-25-P2-E1)Curve di livello ed estremi vincolati2025Second sittingAnalysis III · Exercise 192.2/100#29 of 60 by lowest mean
43.7–100.0 · 13 scoring 100		SD 14.1#25 of 60 by spread22 criteria incomplete in at least two configurations89.0s$0.080 · 10,054 tokens0.00 retries · 1 replicated cellsOpen →
Matrice fondamentale e soluzioni con coordinata costante(A3-26-P2A-E3)Sistemi differenziali lineari2026Second sitting · Theme AAnalysis III · Exercise 392.6/100#30 of 60 by lowest mean
34.0–100.0 · 11 scoring 100		SD 15.1#21 of 60 by spread10 criteria incomplete in at least two configurations64.3s$0.059 · 7,645 tokens0.00 retries · 0 replicated cellsOpen →
Matrice fondamentale e soluzioni con coordinata costante(A3-26-P2B-E3)Sistemi differenziali lineari2026Second sitting · Theme BAnalysis III · Exercise 392.7/100#31 of 60 by lowest mean
36.0–100.0 · 16 scoring 100		SD 16.7#18 of 60 by spread14 criteria incomplete in at least two configurations59.0s$0.056 · 7,615 tokens0.00 retries · 0 replicated cellsOpen →
Forza, lavoro ed energia di una bobina presso un filo rettilineo(F2-26-P4-E1)Magnetismo e induzione2026Fourth sittingPhysics II · Exercise 193.0/100#32 of 60 by lowest mean
50.0–100.0 · 10 scoring 100		SD 12.9#27 of 60 by spread23 criteria incomplete in at least two configurations107.3s$0.079 · 12,740 tokens0.00 retries · 0 replicated cellsOpen →
Sbarra conduttrice mobile, frenamento magnetico e oscillazioni con induttanza ideale(F2-26-P2-E2)Magnetismo e induzione2026Second sittingPhysics II · Exercise 293.0/100#33 of 60 by lowest mean
46.3–100.0 · 11 scoring 100		SD 14.1#24 of 60 by spread21 criteria incomplete in at least two configurations134.8s$0.088 · 12,429 tokens0.00 retries · 0 replicated cellsOpen →
Livelli regolari, curve implicite e ottimizzazione su compatto(A3-26-P1B-E1)Curve di livello ed estremi vincolati2026First sitting · Theme BAnalysis III · Exercise 193.2/100#34 of 60 by lowest mean
62.6–100.0 · 11 scoring 100		SD 11.4#30 of 60 by spread16 criteria incomplete in at least two configurations80.4s$0.076 · 9,219 tokens0.00 retries · 0 replicated cellsOpen →
Campi e forze in fasci relativistici di elettroni e positroni nel laboratorio(F2-25-P3-E2)Magnetismo e induzione2025Third sittingPhysics II · Exercise 293.6/100#35 of 60 by lowest mean
67.4–100.0 · 12 scoring 100		SD 9.8#36 of 60 by spread18 criteria incomplete in at least two configurations106.7s$0.095 · 12,233 tokens0.00 retries · 0 replicated cellsOpen →
Livelli di R3→R2, sviluppo quadratico, Lagrange ed estremi assoluti(A3-25-P4-E1)Curve di livello ed estremi vincolati2025Fourth sittingAnalysis III · Exercise 193.6/100#36 of 60 by lowest mean
64.5–100.0 · 10 scoring 100		SD 10.5#32 of 60 by spread17 criteria incomplete in at least two configurations256.4s$0.116 · 13,665 tokens0.06 retries · 1 replicated cellsOpen →
Brewster, polarizzazione circolare e Fresnel(F2-25-P2-E3)Onde elettromagnetiche e ottica2025Second sittingPhysics II · Exercise 393.8/100#37 of 60 by lowest mean
65.5–100.0 · 11 scoring 100		SD 9.3#39 of 60 by spread9 criteria incomplete in at least two configurations470.2s$0.079 · 10,224 tokens0.02 retries · 3 replicated cellsOpen →
Integrali impropri, baricentro, volume e verifica di Gauss(A3-26-P1A-E2)Integrali multipli e teorema della divergenza2026First sitting · Theme AAnalysis III · Exercise 294.4/100#38 of 60 by lowest mean
64.0–100.0 · 5 scoring 100		SD 10.1#34 of 60 by spread15 criteria incomplete in at least two configurations93.1s$0.080 · 10,310 tokens0.00 retries · 0 replicated cellsOpen →
Area, estremi coordinati e Taylor(A3-26-P2B-E1)Curve polari e sviluppi locali2026Second sitting · Theme BAnalysis III · Exercise 195.0/100#39 of 60 by lowest mean
71.3–100.0 · 14 scoring 100		SD 10.1#35 of 60 by spread9 criteria incomplete in at least two configurations219.4s$0.101 · 13,009 tokens0.14 retries · 0 replicated cellsOpen →
Energia, potenziale e forze di otto cariche ai vertici di un cubo; equilibrio con carica centrale(F2-26-P1-E1)Elettrostatica e dielettrici2026First sittingPhysics II · Exercise 195.1/100#40 of 60 by lowest mean
67.9–100.0 · 11 scoring 100		SD 9.2#40 of 60 by spread17 criteria incomplete in at least two configurations158.6s$0.091 · 11,890 tokens0.05 retries · 0 replicated cellsOpen →
Solenoidi accoppiati, regime sinusoidale e secondario superconduttore(F2-26-P3-E2)Circuiti e risposta in corrente alternata2026Third sittingPhysics II · Exercise 295.2/100#41 of 60 by lowest mean
70.0–100.0 · 14 scoring 100		SD 9.3#38 of 60 by spread19 criteria incomplete in at least two configurations107.0s$0.092 · 12,682 tokens0.00 retries · 0 replicated cellsOpen →
Area, estremi coordinati e Taylor(A3-26-P2A-E1)Curve polari e sviluppi locali2026Second sitting · Theme AAnalysis III · Exercise 195.3/100#42 of 60 by lowest mean
65.8–100.0 · 12 scoring 100		SD 9.6#37 of 60 by spread10 criteria incomplete in at least two configurations101.5s$0.094 · 11,724 tokens0.00 retries · 0 replicated cellsOpen →
Condensatore cilindrico parzialmente riempito, transitorio RC e rigidità dielettrica(F2-26-P2-E1)Elettrostatica e dielettrici2026Second sittingPhysics II · Exercise 195.5/100#43 of 60 by lowest mean
50.8–100.0 · 10 scoring 100		SD 12.3#29 of 60 by spread14 criteria incomplete in at least two configurations73.9s$0.071 · 8,811 tokens0.00 retries · 0 replicated cellsOpen →
Curva polare: disegno, lunghezza, tangente, area ed estremi assoluti su una regione compatta(A3-25-P1-E1)Curve piane, integrali multipli ed estremi assoluti vincolati2025First sittingAnalysis III · Exercise 195.5/100#44 of 60 by lowest mean
71.6–100.0 · 9 scoring 100		SD 8.2#45 of 60 by spread16 criteria incomplete in at least two configurations143.9s$0.076 · 10,641 tokens0.00 retries · 4 replicated cellsOpen →
Autoenergia elettrostatica, polarizzazione e lavoro esterno(F2-25-P1-E1)Elettrostatica e dielettrici2025First sittingPhysics II · Exercise 195.5/100#45 of 60 by lowest mean
72.9–100.0 · 12 scoring 100		SD 6.7#49 of 60 by spread12 criteria incomplete in at least two configurations593.1s$0.083 · 11,229 tokens0.00 retries · 3 replicated cellsOpen →
Contatore Geiger coassiale e moto di particelle alfa(F2-25-P4-E1)Dinamica delle particelle cariche2025Fourth sittingPhysics II · Exercise 195.6/100#46 of 60 by lowest mean
70.5–100.0 · 3 scoring 100		SD 6.3#51 of 60 by spread12 criteria incomplete in at least two configurations109.6s$0.098 · 12,186 tokens0.00 retries · 0 replicated cellsOpen →
Livelli regolari, curve implicite e ottimizzazione su compatto(A3-26-P1A-E1)Curve di livello ed estremi vincolati2026First sitting · Theme AAnalysis III · Exercise 196.0/100#47 of 60 by lowest mean
63.2–100.0 · 13 scoring 100		SD 8.8#41 of 60 by spread11 criteria incomplete in at least two configurations79.1s$0.075 · 9,126 tokens0.00 retries · 0 replicated cellsOpen →
Integrali impropri, baricentro, volume e verifica di Gauss(A3-26-P1B-E2)Integrali multipli e teorema della divergenza2026First sitting · Theme BAnalysis III · Exercise 296.2/100#48 of 60 by lowest mean
62.0–100.0 · 9 scoring 100		SD 8.7#43 of 60 by spread12 criteria incomplete in at least two configurations85.3s$0.083 · 9,866 tokens0.00 retries · 0 replicated cellsOpen →
Dipoli magnetici, moto elicoidale e invariante adiabatico(F2-25-P2-E2)Dinamica delle particelle cariche2025Second sittingPhysics II · Exercise 296.5/100#49 of 60 by lowest mean
77.1–100.0 · 10 scoring 100		SD 6.6#50 of 60 by spread12 criteria incomplete in at least two configurations554.7s$0.078 · 11,174 tokens0.03 retries · 3 replicated cellsOpen →
Sbarretta mobile, f.e.m. di movimento e regime elettromeccanico(F2-26-P4-E2)Magnetismo e induzione2026Fourth sittingPhysics II · Exercise 296.7/100#50 of 60 by lowest mean
85.8–100.0 · 12 scoring 100		SD 5.0#53 of 60 by spread8 criteria incomplete in at least two configurations77.1s$0.055 · 7,895 tokens0.00 retries · 0 replicated cellsOpen →
Condensatore coassiale isolato con dielettrico e cariche di polarizzazione(F2-25-P5-E1)Elettrostatica e dielettrici2025Fifth sittingPhysics II · Exercise 196.8/100#51 of 60 by lowest mean
77.6–100.0 · 16 scoring 100		SD 6.8#47 of 60 by spread10 criteria incomplete in at least two configurations111.5s$0.093 · 12,400 tokens0.00 retries · 0 replicated cellsOpen →
Regolarita di livelli, parametrizzazione implicita e piano tangente; punti stazionari vincolati; ottimizzazione su compatto(A3-25-P3-E1)Superfici regolari, estremi vincolati ed estremi assoluti2025Third sittingAnalysis III · Exercise 196.9/100#52 of 60 by lowest mean
80.3–100.0 · 12 scoring 100		SD 5.3#52 of 60 by spread9 criteria incomplete in at least two configurations127.8s$0.101 · 11,955 tokens0.00 retries · 1 replicated cellsOpen →
Guscio conduttore con dielettrico, schermatura e dipolo(F2-25-P2-E1)Elettrostatica e dielettrici2025Second sittingPhysics II · Exercise 197.1/100#53 of 60 by lowest mean
74.5–100.0 · 15 scoring 100		SD 6.8#47 of 60 by spread16 criteria incomplete in at least two configurations333.8s$0.067 · 9,293 tokens0.00 retries · 3 replicated cellsOpen →
Curva implicita, natura vincolata ed estremi su ellisse troncata(A3-25-P5-E1)Curve di livello ed estremi2025Fifth sittingAnalysis III · Exercise 197.4/100#54 of 60 by lowest mean
67.9–100.0 · 14 scoring 100		SD 7.2#46 of 60 by spread5 criteria incomplete in at least two configurations103.3s$0.083 · 9,398 tokens0.00 retries · 1 replicated cellsOpen →
Sfera conduttrice, rigidità dielettrica e scattering coulombiano di particelle alfa(F2-25-P3-E1)Dinamica delle particelle cariche2025Third sittingPhysics II · Exercise 198.6/100#55 of 60 by lowest mean
92.6–100.0 · 1 scoring 100		SD 1.4#59 of 60 by spread1 criteria incomplete in at least two configurations84.4s$0.072 · 9,205 tokens0.00 retries · 0 replicated cellsOpen →
Mutua induzione, circuito RL e flussi concatenati(F2-25-P1-E2)Circuiti e risposta in corrente alternata2025First sittingPhysics II · Exercise 298.8/100#56 of 60 by lowest mean
77.4–100.0 · 17 scoring 100		SD 4.8#54 of 60 by spread1 criteria incomplete in at least two configurations238.2s$0.065 · 8,900 tokens0.03 retries · 3 replicated cellsOpen →
Spira quadrata che entra in una regione magnetica uniforme(F2-25-P4-E2)Magnetismo e induzione2025Fourth sittingPhysics II · Exercise 299.0/100#57 of 60 by lowest mean
91.3–100.0 · 15 scoring 100		SD 2.2#56 of 60 by spread3 criteria incomplete in at least two configurations64.6s$0.057 · 7,959 tokens0.00 retries · 0 replicated cellsOpen →
Condensatore cilindrico con mezzo resistivo e scarica RC(F2-26-P3-E1)Circuiti e risposta in corrente alternata2026Third sittingPhysics II · Exercise 199.5/100#58 of 60 by lowest mean
94.2–100.0 · 18 scoring 100		SD 1.4#58 of 60 by spread1 criteria incomplete in at least two configurations66.8s$0.056 · 7,001 tokens0.05 retries · 0 replicated cellsOpen →
Doppia fenditura con inviluppo di diffrazione(F2-26-P3-E3)Onde elettromagnetiche e ottica2026Third sittingPhysics II · Exercise 399.6/100#59 of 60 by lowest mean
92.6–100.0 · 19 scoring 100		SD 1.6#57 of 60 by spread0 criteria incomplete in at least two configurations50.5s$0.051 · 6,077 tokens0.00 retries · 0 replicated cellsOpen →
Interferenza di Young, diffrazione, lastra dielettrica e potere risolutivo di un reticolo(F2-26-P1-E3)Onde elettromagnetiche e ottica2026First sittingPhysics II · Exercise 399.8/100#60 of 60 by lowest mean
94.7–100.0 · 20 scoring 100		SD 1.1#60 of 60 by spread0 criteria incomplete in at least two configurations129.3s$0.059 · 7,185 tokens0.10 retries · 0 replicated cellsOpen →
Analysis III · 2025 · First sitting

Forma normale, esistenza e unicita, simmetrie, equazioni lineari e dinamica a tratti (A3-25-P1-E3)

#1

Equazioni differenziali ordinarie

Observed mean
58.6
Score SD
24.2
Mean time
147.9s
Mean cost
$0.131
Mean tokens
13,459
Range / 100s
24–100 · 1
Open research profile →
Physics II · 2026 · First sitting

Circuito RLC con ramo serie C1-L in parallelo a C2 commutabile (F2-26-P1-E2)

#2

Circuiti e risposta in corrente alternata

Observed mean
67.4
Score SD
8.8
Mean time
86.2s
Mean cost
$0.069
Mean tokens
10,659
Range / 100s
50–89 · 0
Open research profile →
Physics II · 2025 · Third sitting

Interferenza di tre sorgenti coerenti con ampiezze disuguali (F2-25-P3-E3)

#3

Onde elettromagnetiche e ottica

Observed mean
77.5
Score SD
23.6
Mean time
125.7s
Mean cost
$0.092
Mean tokens
13,401
Range / 100s
28–100 · 7
Open research profile →
Analysis III · 2026 · Second sitting · Theme B

Baricentro, integrali impropri, Gauss e Stokes (A3-26-P2B-E2)

#4

Integrali multipli e teoremi integrali

Observed mean
80.0
Score SD
28.1
Mean time
328.9s
Mean cost
$0.162
Mean tokens
21,268
Range / 100s
30–100 · 11
Open research profile →
Analysis III · 2025 · Second sitting

Baricentro di una regione piana, integrali singolari e verifica del teorema di Gauss su un solido di rotazione (A3-25-P2-E2)

#5

Integrali multipli, integrabilità impropria e teorema di Gauss

Observed mean
80.4
Score SD
25.7
Mean time
184.1s
Mean cost
$0.136
Mean tokens
18,309
Range / 100s
31–100 · 5
Open research profile →
Analysis III · 2025 · Second sitting

Esistenza e unicità per un'equazione implicita e soluzione di problemi di Cauchy nei casi alpha=1 e alpha=0 (A3-25-P2-E3)

#6

Equazioni differenziali ordinarie del primo ordine

Observed mean
81.2
Score SD
15.2
Mean time
86.6s
Mean cost
$0.080
Mean tokens
9,142
Range / 100s
52–100 · 2
Open research profile →
Analysis III · 2025 · Fifth sitting

Esistenza fuori dagli assi singolari, fattore integrante e attraversamento di t=0 (A3-25-P5-E3)

#7

Equazioni differenziali implicite

Observed mean
82.9
Score SD
21.8
Mean time
141.2s
Mean cost
$0.087
Mean tokens
10,699
Range / 100s
32–100 · 7
Open research profile →
Analysis III · 2026 · Second sitting · Theme A

Baricentro, integrali impropri, Gauss e Stokes (A3-26-P2A-E2)

#8

Integrali multipli e teoremi integrali

Observed mean
83.6
Score SD
25.9
Mean time
413.2s
Mean cost
$0.168
Mean tokens
22,298
Range / 100s
24–100 · 11
Open research profile →
Analysis III · 2025 · Fourth sitting

Esistenza, energia e ODE lineare forzata (A3-25-P4-E3)

#9

Equazioni differenziali del secondo ordine

Observed mean
84.0
Score SD
15.1
Mean time
189.3s
Mean cost
$0.095
Mean tokens
10,548
Range / 100s
45–100 · 5
Open research profile →
Analysis III · 2025 · Third sitting

Esistenza e unicita, equilibri, integrale primo, orbite, problemi di Cauchy e riparametrizzazione temporale (A3-25-P3-E3)

#10

Sistemi differenziali autonomi e lineari

Observed mean
84.6
Score SD
19.6
Mean time
114.2s
Mean cost
$0.087
Mean tokens
11,387
Range / 100s
15–100 · 4
Open research profile →
Physics II · 2025 · Fifth sitting

Interferenza in lamina sottile e coefficienti di Fresnel (F2-25-P5-E3)

#11

Onde elettromagnetiche e ottica

Observed mean
84.7
Score SD
8.3
Mean time
61.8s
Mean cost
$0.053
Mean tokens
7,533
Range / 100s
53–93 · 0
Open research profile →
Analysis III · 2025 · Fourth sitting

Baricentro, integrabilità parametrica, Gauss e Stokes (A3-25-P4-E2)

#12

Integrali multipli e teoremi integrali

Observed mean
85.1
Score SD
19.4
Mean time
177.8s
Mean cost
$0.121
Mean tokens
16,439
Range / 100s
35–100 · 6
Open research profile →
Physics II · 2025 · Fourth sitting

Diffrazione da fenditura, interferenza con sorgente puntiforme e lamina dielettrica (F2-25-P4-E3)

#13

Onde elettromagnetiche e ottica

Observed mean
85.9
Score SD
10.4
Mean time
197.5s
Mean cost
$0.115
Mean tokens
15,689
Range / 100s
57–100 · 3
Open research profile →
Physics II · 2026 · Second sitting

Interferenza e diffrazione di tre fenditure disuguali; riflessione su specchio perfetto (F2-26-P2-E3)

#14

Onde elettromagnetiche e ottica

Observed mean
86.2
Score SD
18.3
Mean time
244.3s
Mean cost
$0.118
Mean tokens
17,397
Range / 100s
52–100 · 10
Open research profile →
Analysis III · 2025 · Third sitting

Baricentro polare, integrabilita di funzioni singolari, verifica di Gauss e Kelvin-Stokes (A3-25-P3-E2)

#15

Integrali multipli, integrabilita impropria e teoremi integrali del calcolo vettoriale

Observed mean
86.3
Score SD
21.9
Mean time
202.6s
Mean cost
$0.148
Mean tokens
20,594
Range / 100s
32–100 · 9
Open research profile →
Analysis III · 2026 · Third sitting

Baricentro, integrabilità impropria, Gauss e Kelvin-Stokes (A3-26-P3-E2)

#16

Integrali multipli e teoremi integrali

Observed mean
86.4
Score SD
21.4
Mean time
277.2s
Mean cost
$0.139
Mean tokens
19,288
Range / 100s
39–100 · 8
Open research profile →
Analysis III · 2026 · Fourth sitting

Baricentro, integrabilità impropria, volume per sezioni e flussi (A3-26-P4-E2)

#17

Integrali multipli e teorema di Gauss

Observed mean
87.0
Score SD
20.8
Mean time
242.0s
Mean cost
$0.106
Mean tokens
14,123
Range / 100s
45–100 · 13
Open research profile →
Analysis III · 2026 · Third sitting

Livello di R3→R2, sviluppo quadratico, punti stazionari ed estremi assoluti (A3-26-P3-E1)

#18

Curve di livello ed estremi vincolati

Observed mean
87.5
Score SD
19.6
Mean time
289.4s
Mean cost
$0.122
Mean tokens
14,713
Range / 100s
29–100 · 10
Open research profile →
Analysis III · 2025 · First sitting

Baricentro e volume; teoremi di Gauss e Kelvin-Stokes (A3-25-P1-E2)

#19

Integrazione multipla e calcolo vettoriale

Observed mean
88.2
Score SD
17.9
Mean time
149.2s
Mean cost
$0.085
Mean tokens
11,262
Range / 100s
45–100 · 13
Open research profile →
Analysis III · 2026 · First sitting · Theme A

ODE implicita esatta e equazione lineare di Eulero (A3-26-P1A-E3)

#20

Equazioni differenziali

Observed mean
88.4
Score SD
16.9
Mean time
101.9s
Mean cost
$0.089
Mean tokens
10,944
Range / 100s
41–100 · 7
Open research profile →
Analysis III · 2025 · Fifth sitting

Baricentro, integrali impropri, verifica di Gauss e area laterale (A3-25-P5-E2)

#21

Integrali multipli, Gauss e superfici

Observed mean
88.7
Score SD
19.4
Mean time
127.1s
Mean cost
$0.096
Mean tokens
12,383
Range / 100s
30–100 · 7
Open research profile →
Physics II · 2026 · Fourth sitting

Brewster e polarizzazione in un prisma (F2-26-P4-E3)

#22

Onde elettromagnetiche e ottica

Observed mean
89.7
Score SD
16.9
Mean time
171.8s
Mean cost
$0.123
Mean tokens
17,528
Range / 100s
41–100 · 9
Open research profile →
Analysis III · 2026 · First sitting · Theme B

ODE implicita esatta e equazione lineare di Eulero (A3-26-P1B-E3)

#23

Equazioni differenziali

Observed mean
90.0
Score SD
14.7
Mean time
102.0s
Mean cost
$0.088
Mean tokens
10,705
Range / 100s
46–100 · 7
Open research profile →
Physics II · 2025 · First sitting

Reticolo, ordini mancanti e potere risolutivo (F2-25-P1-E3)

#24

Onde elettromagnetiche e ottica

Observed mean
90.3
Score SD
11.1
Mean time
594.6s
Mean cost
$0.069
Mean tokens
8,721
Range / 100s
67–100 · 8
Open research profile →
Analysis III · 2026 · Third sitting

Esistenza, integrale primo, orbite e riparametrizzazione temporale (A3-26-P3-E3)

#25

Sistemi differenziali autonomi

Observed mean
90.6
Score SD
15.7
Mean time
119.4s
Mean cost
$0.099
Mean tokens
11,475
Range / 100s
32–100 · 8
Open research profile →
Analysis III · 2026 · Fourth sitting

Esistenza e unicità, integrale dell'energia ed equazione lineare (A3-26-P4-E3)

#26

Equazioni differenziali del secondo ordine

Observed mean
90.7
Score SD
4.4
Mean time
170.1s
Mean cost
$0.048
Mean tokens
5,501
Range / 100s
83–100 · 2
Open research profile →
Physics II · 2025 · Fifth sitting

Partitore RL e risonanza parallela LC (F2-25-P5-E2)

#27

Circuiti e risposta in corrente alternata

Observed mean
91.4
Score SD
13.6
Mean time
92.8s
Mean cost
$0.076
Mean tokens
10,625
Range / 100s
55–100 · 13
Open research profile →
Analysis III · 2026 · Fourth sitting

Teorema implicito, sviluppo quadratico, punto di sella ed estremi assoluti (A3-26-P4-E1)

#28

Superfici di livello ed estremi vincolati

Observed mean
92.0
Score SD
12.5
Mean time
430.9s
Mean cost
$0.080
Mean tokens
9,454
Range / 100s
52–100 · 6
Open research profile →
Analysis III · 2025 · Second sitting

Regolarità e tangente di una curva di livello, stazionarietà di una coordinata, estremi assoluti su un quarto di corona (A3-25-P2-E1)

#29

Curve di livello ed estremi vincolati

Observed mean
92.2
Score SD
14.1
Mean time
89.0s
Mean cost
$0.080
Mean tokens
10,054
Range / 100s
44–100 · 13
Open research profile →
Analysis III · 2026 · Second sitting · Theme A

Matrice fondamentale e soluzioni con coordinata costante (A3-26-P2A-E3)

#30

Sistemi differenziali lineari

Observed mean
92.6
Score SD
15.1
Mean time
64.3s
Mean cost
$0.059
Mean tokens
7,645
Range / 100s
34–100 · 11
Open research profile →
Analysis III · 2026 · Second sitting · Theme B

Matrice fondamentale e soluzioni con coordinata costante (A3-26-P2B-E3)

#31

Sistemi differenziali lineari

Observed mean
92.7
Score SD
16.7
Mean time
59.0s
Mean cost
$0.056
Mean tokens
7,615
Range / 100s
36–100 · 16
Open research profile →
Physics II · 2026 · Fourth sitting

Forza, lavoro ed energia di una bobina presso un filo rettilineo (F2-26-P4-E1)

#32

Magnetismo e induzione

Observed mean
93.0
Score SD
12.9
Mean time
107.3s
Mean cost
$0.079
Mean tokens
12,740
Range / 100s
50–100 · 10
Open research profile →
Physics II · 2026 · Second sitting

Sbarra conduttrice mobile, frenamento magnetico e oscillazioni con induttanza ideale (F2-26-P2-E2)

#33

Magnetismo e induzione

Observed mean
93.0
Score SD
14.1
Mean time
134.8s
Mean cost
$0.088
Mean tokens
12,429
Range / 100s
46–100 · 11
Open research profile →
Analysis III · 2026 · First sitting · Theme B

Livelli regolari, curve implicite e ottimizzazione su compatto (A3-26-P1B-E1)

#34

Curve di livello ed estremi vincolati

Observed mean
93.2
Score SD
11.4
Mean time
80.4s
Mean cost
$0.076
Mean tokens
9,219
Range / 100s
63–100 · 11
Open research profile →
Physics II · 2025 · Third sitting

Campi e forze in fasci relativistici di elettroni e positroni nel laboratorio (F2-25-P3-E2)

#35

Magnetismo e induzione

Observed mean
93.6
Score SD
9.8
Mean time
106.7s
Mean cost
$0.095
Mean tokens
12,233
Range / 100s
67–100 · 12
Open research profile →
Analysis III · 2025 · Fourth sitting

Livelli di R3→R2, sviluppo quadratico, Lagrange ed estremi assoluti (A3-25-P4-E1)

#36

Curve di livello ed estremi vincolati

Observed mean
93.6
Score SD
10.5
Mean time
256.4s
Mean cost
$0.116
Mean tokens
13,665
Range / 100s
64–100 · 10
Open research profile →
Physics II · 2025 · Second sitting

Brewster, polarizzazione circolare e Fresnel (F2-25-P2-E3)

#37

Onde elettromagnetiche e ottica

Observed mean
93.8
Score SD
9.3
Mean time
470.2s
Mean cost
$0.079
Mean tokens
10,224
Range / 100s
66–100 · 11
Open research profile →
Analysis III · 2026 · First sitting · Theme A

Integrali impropri, baricentro, volume e verifica di Gauss (A3-26-P1A-E2)

#38

Integrali multipli e teorema della divergenza

Observed mean
94.4
Score SD
10.1
Mean time
93.1s
Mean cost
$0.080
Mean tokens
10,310
Range / 100s
64–100 · 5
Open research profile →
Analysis III · 2026 · Second sitting · Theme B

Area, estremi coordinati e Taylor (A3-26-P2B-E1)

#39

Curve polari e sviluppi locali

Observed mean
95.0
Score SD
10.1
Mean time
219.4s
Mean cost
$0.101
Mean tokens
13,009
Range / 100s
71–100 · 14
Open research profile →
Physics II · 2026 · First sitting

Energia, potenziale e forze di otto cariche ai vertici di un cubo; equilibrio con carica centrale (F2-26-P1-E1)

#40

Elettrostatica e dielettrici

Observed mean
95.1
Score SD
9.2
Mean time
158.6s
Mean cost
$0.091
Mean tokens
11,890
Range / 100s
68–100 · 11
Open research profile →
Physics II · 2026 · Third sitting

Solenoidi accoppiati, regime sinusoidale e secondario superconduttore (F2-26-P3-E2)

#41

Circuiti e risposta in corrente alternata

Observed mean
95.2
Score SD
9.3
Mean time
107.0s
Mean cost
$0.092
Mean tokens
12,682
Range / 100s
70–100 · 14
Open research profile →
Analysis III · 2026 · Second sitting · Theme A

Area, estremi coordinati e Taylor (A3-26-P2A-E1)

#42

Curve polari e sviluppi locali

Observed mean
95.3
Score SD
9.6
Mean time
101.5s
Mean cost
$0.094
Mean tokens
11,724
Range / 100s
66–100 · 12
Open research profile →
Physics II · 2026 · Second sitting

Condensatore cilindrico parzialmente riempito, transitorio RC e rigidità dielettrica (F2-26-P2-E1)

#43

Elettrostatica e dielettrici

Observed mean
95.5
Score SD
12.3
Mean time
73.9s
Mean cost
$0.071
Mean tokens
8,811
Range / 100s
51–100 · 10
Open research profile →
Analysis III · 2025 · First sitting

Curva polare: disegno, lunghezza, tangente, area ed estremi assoluti su una regione compatta (A3-25-P1-E1)

#44

Curve piane, integrali multipli ed estremi assoluti vincolati

Observed mean
95.5
Score SD
8.2
Mean time
143.9s
Mean cost
$0.076
Mean tokens
10,641
Range / 100s
72–100 · 9
Open research profile →
Physics II · 2025 · First sitting

Autoenergia elettrostatica, polarizzazione e lavoro esterno (F2-25-P1-E1)

#45

Elettrostatica e dielettrici

Observed mean
95.5
Score SD
6.7
Mean time
593.1s
Mean cost
$0.083
Mean tokens
11,229
Range / 100s
73–100 · 12
Open research profile →
Physics II · 2025 · Fourth sitting

Contatore Geiger coassiale e moto di particelle alfa (F2-25-P4-E1)

#46

Dinamica delle particelle cariche

Observed mean
95.6
Score SD
6.3
Mean time
109.6s
Mean cost
$0.098
Mean tokens
12,186
Range / 100s
71–100 · 3
Open research profile →
Analysis III · 2026 · First sitting · Theme A

Livelli regolari, curve implicite e ottimizzazione su compatto (A3-26-P1A-E1)

#47

Curve di livello ed estremi vincolati

Observed mean
96.0
Score SD
8.8
Mean time
79.1s
Mean cost
$0.075
Mean tokens
9,126
Range / 100s
63–100 · 13
Open research profile →
Analysis III · 2026 · First sitting · Theme B

Integrali impropri, baricentro, volume e verifica di Gauss (A3-26-P1B-E2)

#48

Integrali multipli e teorema della divergenza

Observed mean
96.2
Score SD
8.7
Mean time
85.3s
Mean cost
$0.083
Mean tokens
9,866
Range / 100s
62–100 · 9
Open research profile →
Physics II · 2025 · Second sitting

Dipoli magnetici, moto elicoidale e invariante adiabatico (F2-25-P2-E2)

#49

Dinamica delle particelle cariche

Observed mean
96.5
Score SD
6.6
Mean time
554.7s
Mean cost
$0.078
Mean tokens
11,174
Range / 100s
77–100 · 10
Open research profile →
Physics II · 2026 · Fourth sitting

Sbarretta mobile, f.e.m. di movimento e regime elettromeccanico (F2-26-P4-E2)

#50

Magnetismo e induzione

Observed mean
96.7
Score SD
5.0
Mean time
77.1s
Mean cost
$0.055
Mean tokens
7,895
Range / 100s
86–100 · 12
Open research profile →
Physics II · 2025 · Fifth sitting

Condensatore coassiale isolato con dielettrico e cariche di polarizzazione (F2-25-P5-E1)

#51

Elettrostatica e dielettrici

Observed mean
96.8
Score SD
6.8
Mean time
111.5s
Mean cost
$0.093
Mean tokens
12,400
Range / 100s
78–100 · 16
Open research profile →
Analysis III · 2025 · Third sitting

Regolarita di livelli, parametrizzazione implicita e piano tangente; punti stazionari vincolati; ottimizzazione su compatto (A3-25-P3-E1)

#52

Superfici regolari, estremi vincolati ed estremi assoluti

Observed mean
96.9
Score SD
5.3
Mean time
127.8s
Mean cost
$0.101
Mean tokens
11,955
Range / 100s
80–100 · 12
Open research profile →
Physics II · 2025 · Second sitting

Guscio conduttore con dielettrico, schermatura e dipolo (F2-25-P2-E1)

#53

Elettrostatica e dielettrici

Observed mean
97.1
Score SD
6.8
Mean time
333.8s
Mean cost
$0.067
Mean tokens
9,293
Range / 100s
74–100 · 15
Open research profile →
Analysis III · 2025 · Fifth sitting

Curva implicita, natura vincolata ed estremi su ellisse troncata (A3-25-P5-E1)

#54

Curve di livello ed estremi

Observed mean
97.4
Score SD
7.2
Mean time
103.3s
Mean cost
$0.083
Mean tokens
9,398
Range / 100s
68–100 · 14
Open research profile →
Physics II · 2025 · Third sitting

Sfera conduttrice, rigidità dielettrica e scattering coulombiano di particelle alfa (F2-25-P3-E1)

#55

Dinamica delle particelle cariche

Observed mean
98.6
Score SD
1.4
Mean time
84.4s
Mean cost
$0.072
Mean tokens
9,205
Range / 100s
93–100 · 1
Open research profile →
Physics II · 2025 · First sitting

Mutua induzione, circuito RL e flussi concatenati (F2-25-P1-E2)

#56

Circuiti e risposta in corrente alternata

Observed mean
98.8
Score SD
4.8
Mean time
238.2s
Mean cost
$0.065
Mean tokens
8,900
Range / 100s
77–100 · 17
Open research profile →
Physics II · 2025 · Fourth sitting

Spira quadrata che entra in una regione magnetica uniforme (F2-25-P4-E2)

#57

Magnetismo e induzione

Observed mean
99.0
Score SD
2.2
Mean time
64.6s
Mean cost
$0.057
Mean tokens
7,959
Range / 100s
91–100 · 15
Open research profile →
Physics II · 2026 · Third sitting

Condensatore cilindrico con mezzo resistivo e scarica RC (F2-26-P3-E1)

#58

Circuiti e risposta in corrente alternata

Observed mean
99.5
Score SD
1.4
Mean time
66.8s
Mean cost
$0.056
Mean tokens
7,001
Range / 100s
94–100 · 18
Open research profile →
Physics II · 2026 · Third sitting

Doppia fenditura con inviluppo di diffrazione (F2-26-P3-E3)

#59

Onde elettromagnetiche e ottica

Observed mean
99.6
Score SD
1.6
Mean time
50.5s
Mean cost
$0.051
Mean tokens
6,077
Range / 100s
93–100 · 19
Open research profile →
Physics II · 2026 · First sitting

Interferenza di Young, diffrazione, lastra dielettrica e potere risolutivo di un reticolo (F2-26-P1-E3)

#60

Onde elettromagnetiche e ottica

Observed mean
99.8
Score SD
1.1
Mean time
129.3s
Mean cost
$0.059
Mean tokens
7,185
Range / 100s
95–100 · 20
Open research profile →

Licensing and reuse

Rights and source material

The examination statements reproduced in the Atlas originate from University of Padua examinations.

Except where otherwise stated, original UniAIBench text, rubrics, figures and benchmark data are licensed under CC BY 4.0. Source code, when publicly released, is licensed under the MIT License. University examination statements, provider trademarks, logos and other third-party materials are excluded and remain the property of their respective rights holders. Model outputs are provided for research transparency subject to the applicable provider terms.