How to get smart guess from words list for target words list so the target must be guessed correctly within 3.5 turns on average

Question

I am trying to make a Lingo game in python but i am not getting quick output. I use random.choice() to short the list of target words but still the average turn for 6 letters word takes more than average of 3.5 turns,it should be within 3.5 turns on average.

def load_words(file):
    result = set()
    with open(file) as f:
        for line in f.readlines():
            word = line.strip().lower()
            if word.isalpha() and word.isascii():
                result.add(word)
    return sorted(result)


def compare(guess, target):
    result = ['-']*len(guess)
    L = []
    for i in range(len(guess)):
        if guess[i] == target[i]:
            result[i] = 'X'
        else:
            L.append(target[i])

    for i in range(len(guess)):
        if guess[i] in L and result[i] != 'X':
            result[i] = 'O'
            L.remove(guess[i])
    return "".join(result)


def filter_targets(targets, guess_results):
    result = []
    for target in targets:
        if all(compare(guess, target) == guess_results[guess] for guess in guess_results):
            result.append(target)
    return result


def distribution(guess, targets):
    d = {}
    for target in targets:
        res = compare(guess,target)
        if res not in d:
            d[res] = 0
        d[res] += 1
    return d


def simulate_game(target, wordlist):
    n = len(target)
    wordlist = [w for w in wordlist if len(w) == n and w[0] == target[0]]
    if target not in wordlist:
        raise ValueError("Target is not in wordlist, thus impossible to guess.")
    targets = wordlist.copy()
    turns = 0
    while True:
        num_words = len(targets)
        print(f"There {'is' if num_words==1 else 'are'} {num_words} possible"
            f" target{'s' if num_words!=1 else ''} left.")
        turns += 1
        guess = smart_guess(wordlist, targets)
        print("My guess is: ", guess.upper())
        result = compare(guess, target)
        print("Correctness: ", result)
        if result == n * "X":
            print(f"Target was guessed in {turns} "
            f"turn{'s' if turns!=1 else ''}.")
            print("ok", turns)
            break
        else:
            targets = filter_targets(targets, {guess: result})




def smart_guess(wordlist, targets):
    return random.choice(targets)```


```# english_words = load_words("words.txt")
dutch_words = load_words("wordlist.txt")
#
# english_6 = [word for word in english_words if len(word) == 6]
# dutch_5j = [word for word in dutch_words if len(word) == 5 and
# word.startswith("j")]
d6 = [word for word in dutch_words if len(word) == 6]

d6q = [word for word in d6 if word.startswith("q")]
dw5s = [word for word in d6 if word.startswith("s")]
#print(smart_guess(dw5s, dw5s))
#distribution("quizje", d6q)44
simulate_game("aniline", dutch_words)```

I need quick way to get smart guess so it takes minimal turns to guess target word from targets(list) based on words list