Problem Analysis #18

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Problem Statement

Let R\mathbb{R} denote the set of all real numbers. Let f:RRf: \mathbb{R} \to \mathbb{R} be a function such that f(x)>0f(x) > 0 for all xRx \in \mathbb{R}, and f(x+y)=f(x)f(y)f(x + y) = f(x)f(y) for all x,yRx, y \in \mathbb{R}.Let the real numbers a1,a2,,a50a_1, a_2, \ldots, a_{50} be in an arithmetic progression. If f(a31)=64f(a25)f(a_{31}) = 64f(a_{25}), andi=150f(ai)=3(225+1),\sum_{i=1}^{50} f(a_i) = 3(2^{25} + 1),find the value ofi=630f(ai).\sum_{i=6}^{30} f(a_i).\

Ground Truth
96
Execution Trace
Reasoning Process

[THOUGHT] The functional equation f(x+y)=f(x)f(y)f(x+y) = f(x)f(y) with f(x)>0f(x) > 0 implies f(x)=axf(x) = a^x for some a>0a > 0. Let the arithmetic progression be ai=a+(i1)da_i = a + (i-1)d. Given f(a31)=64f(a25)f(a_{31}) = 64f(a_{25}), we derive ad=2a^d = 2. The sum i=150f(ai)=C250121=3(225+1)\sum_{i=1}^{50} f(a_i) = C \cdot \frac{2^{50} - 1}{2 - 1} = 3(2^{25} + 1), where C=aaC = a^a. This simplifies to C(2501)=3(225+1)C(2^{50} - 1) = 3(2^{25} + 1). The desired sum i=630f(ai)=C25225121=32C(2251)\sum_{i=6}^{30} f(a_i) = C \cdot 2^5 \cdot \frac{2^{25} - 1}{2 - 1} = 32C(2^{25} - 1). Using C(2501)=3(225+1)C(2^{50} - 1) = 3(2^{25} + 1) and 2501=(2251)(225+1)2^{50} - 1 = (2^{25} - 1)(2^{25} + 1), we find C(2251)=3C(2^{25} - 1) = 3, so the sum equals 323=9632 \cdot 3 = 96.

[/THOUGHT] [PYTHON] t = 2**25 total_sum = 3*(t+1) partial_sum = total_sum * 32 / (t+1) print(partial_sum) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 96.0 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python code execution confirms the derived result. The sum i=630f(ai)\sum_{i=6}^{30} f(a_i) is calculated as 96.0, which is an integer and matches our analytical solution.

[/THOUGHT] \boxed{96}

Final Model Output
96

Comparative Analysis (P18) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
302.6
Llama-VARCO-8B-Instruct
103.6
Gemini-3-Pro-Preview
52.0
Solar-Pro-2 (31B)(high)
48.8
Deepseek-V3.2
38.6
K-EXAONE-236B-A23B
36.3
Kanana-2-30B-Thinking
32.6
HCX-007(high)
32.0
A.X-4.0 (72B)
31.1
Solar-Open-100B
29.4
Grok-4.1-fast
27.7
Claude-Opus-4.5
22.0
Kanana-2-30B-Thinking-2601
20.4
GPT-5.1 (high)
17.3
GPT-5.2 (high)
12.7
axk1
9.6
EXAONE-4.0.1-32B (high)
5.7

Avg Token Usage

K-EXAONE-236B-A23B
32979.3
Solar-Pro-2 (31B)(high)
9405.0
Grok-4.1-fast
7425.0
Kanana-2-30B-Thinking
7018.0
Solar-Open-100B
6748.0
Gemini-3-Pro-Preview
6113.0
Kanana-2-30B-Thinking-2601
6034.0
K-EXAONE-236B-A23B
5804.0
Deepseek-V3.2
5286.0
Claude-Opus-4.5
5158.0
HCX-007(high)
4565.0
EXAONE-4.0.1-32B (high)
4213.0
Llama-VARCO-8B-Instruct
3600.0
axk1
3222.0
GPT-5.1 (high)
3114.0
GPT-5.2 (high)
2910.0
A.X-4.0 (72B)
2654.0