{"id":1100,"date":"2026-09-16T07:54:10","date_gmt":"2026-09-16T05:54:10","guid":{"rendered":"https:\/\/lewoniewski.info\/blog\/?page_id=1100"},"modified":"2026-10-23T22:10:46","modified_gmt":"2026-10-23T20:10:46","slug":"kodowanie","status":"publish","type":"page","link":"https:\/\/lewoniewski.info\/blog\/llm\/kodowanie\/","title":{"rendered":"Najlepsze modele AI do programowania i generowania kodu"},"content":{"rendered":"<p>Kategoria &#8222;Kodowanie&#8221; klasyfikuje modele sztucznej inteligencji pod k\u0105tem ich mo\u017cliwo\u015bci w zakresie in\u017cynierii oprogramowania. Zestawienie ocenia zdolno\u015b\u0107 modeli do generowania poprawnego i wysokiej jako\u015bci kodu w wielu j\u0119zykach programowania, implementowania zaawansowanych struktur danych, refaktoryzacji kodu oraz rozwi\u0105zywania problem\u00f3w algorytmicznych.<\/p>\n<p>Ranking opiera si\u0119 na uznanych benchmarkach i wska\u017anikach bran\u017cowych zwi\u0105zanych z kodowaniem. Pozwala to wskaza\u0107 modele, kt\u00f3re najlepiej sprawdzaj\u0105 si\u0119 jako wsparcie w codziennej pracy programist\u00f3w i zespo\u0142\u00f3w deweloperskich.<\/p>\n<p>Szukasz modelu o szerszym spektrum mo\u017cliwo\u015bci? Kodowanie odpowiada za 30% og\u00f3lnej punktacji. Zobacz <a href=\"\/blog\/llm\/\">og\u00f3lny ranking modeli AI<\/a>, aby sprawdzi\u0107, jak najlepsze LLMy radz\u0105 sobie r\u00f3wnie\u017c z zadaniami agentowymi, matematyk\u0105 i wieloetapowym wnioskowaniem.<\/p>\n<style> .wp-leaderboard-wrapper table, .wp-leaderboard-wrapper td {border-width: 0;} .wp-leaderboard-wrapper { font-family: var(--font-display), -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif; margin: 24px 0; width: 100%; overflow-x: auto; border-radius: 6px; border: 1px solid rgba(0,0,0,0.06); box-shadow: 0 4px 15px rgba(0, 0, 0, 0.02); background: #ffffff; } .wp-leaderboard-table { width: 100%; border-collapse: collapse; margin: 0; padding: 0; } .wp-leaderboard-table th { background: rgba(0, 0, 0, 0.015); color: #475569; font-size: 0.85rem; font-weight: 700; text-transform: uppercase; letter-spacing: 0.05em; padding: 16px 24px; border-bottom: 1px solid rgba(0, 0, 0, 0.06); white-space: nowrap; } .wp-leaderboard-table td { padding: 16px 24px; border-bottom: 1px solid rgba(0, 0, 0, 0.06); color: #0f172a; font-size: 0.95rem; vertical-align: middle; } .wp-leaderboard-table th:nth-child(1), .wp-leaderboard-table td:nth-child(1) { text-align: center; width: 80px; } .wp-leaderboard-table th:nth-child(4), .wp-leaderboard-table td:nth-child(4) { text-align: center; width: 100px; } .wp-leaderboard-table tr:hover { background: rgba(0, 0, 0, 0.01); } .rank-badge { width: 36px; height: 36px; border-radius: 50%; display: inline-flex; align-items: center; justify-content: center; font-family: var(--font-display), sans-serif; font-size: 0.95rem; font-weight: 700; background: rgba(0, 0, 0, 0.02); border: 1px solid rgba(0, 0, 0, 0.06); color: #475569; } .model-title { font-family: var(--font-display), sans-serif; font-size: 1.05rem; font-weight: 600; color: #0f172a; } .progress-container { display: flex; flex-direction: column; gap: 6px; width: 100%; max-width: 350px; } .bar-label-row { display: flex; justify-content: space-between; align-items: center; font-size: 0.75rem; color: #64748b; font-weight: 500; } .track { height: 8px; background: rgba(0, 0, 0, 0.04); border-radius: 3px; overflow: hidden; width: 100%; border: 1px solid rgba(0, 0, 0, 0.02); } .fill { height: 100%; border-radius: 3px; position: relative; } .score-badge-main { font-family: var(--font-display), sans-serif; font-size: 1.25rem; font-weight: 800; letter-spacing: -0.02em; padding: 6px 12px; border-radius: 4px; background: rgba(0, 0, 0, 0.015); border: 1px solid rgba(0, 0, 0, 0.04); display: inline-block; text-align: center; min-width: 65px; white-space: nowrap; } .score-badge-main.tier-95 { background: rgba(30, 58, 138, 0.05); border-color: rgba(30, 58, 138, 0.15); color: #1E3A8A; } .score-badge-main.tier-90 { background: rgba(7, 89, 133, 0.05); border-color: rgba(7, 89, 133, 0.15); color: #075985; } .score-badge-main.tier-85 { background: rgba(3, 105, 161, 0.05); border-color: rgba(3, 105, 161, 0.15); color: #0369A1; } .score-badge-main.tier-80 { background: rgba(15, 118, 110, 0.05); border-color: rgba(15, 118, 110, 0.15); color: #0F766E; } .score-badge-main.tier-75 { background: rgba(33, 122, 58, 0.05); border-color: rgba(33, 122, 58, 0.15); color: #217A3A; } .score-badge-main.tier-70 { background: rgba(63, 127, 31, 0.05); border-color: rgba(63, 127, 31, 0.15); color: #3F7F1F; } .score-badge-main.tier-65 { background: rgba(95, 127, 0, 0.05); border-color: rgba(95, 127, 0, 0.15); color: #5F7F00; } .score-badge-main.tier-60 { background: rgba(122, 122, 0, 0.05); border-color: rgba(122, 122, 0, 0.15); color: #7A7A00; } .score-badge-main.tier-50 { background: rgba(154, 107, 0, 0.05); border-color: rgba(154, 107, 0, 0.15); color: #9A6B00; } .score-badge-main.tier-40 { background: rgba(122, 98, 8, 0.05); border-color: rgba(122, 98, 8, 0.15); color: #7A6208; } .score-badge-main.tier-30 { background: rgba(112, 106, 62, 0.05); border-color: rgba(112, 106, 62, 0.15); color: #706A3E; } .score-badge-main.tier-15 { background: rgba(95, 99, 104, 0.05); border-color: rgba(95, 99, 104, 0.15); color: #5F6368; } .score-badge-main.tier-under15 { background: rgba(95, 99, 104, 0.05); border-color: rgba(95, 99, 104, 0.15); color: #5F6368; } .fill.tier-95 { background: linear-gradient(135deg, #6175AD 0%, #1E3A8A 100%); } .fill.tier-90 { background: linear-gradient(135deg, #518AA9 0%, #075985 100%); } .fill.tier-85 { background: linear-gradient(135deg, #4E96BD 0%, #0369A1 100%); } .fill.tier-80 { background: linear-gradient(135deg, #579F99 0%, #0F766E 100%); } .fill.tier-75 { background: linear-gradient(135deg, #63A175 0%, #217A3A 100%); } .fill.tier-70 { background: linear-gradient(135deg, #78A562 0%, #3F7F1F 100%); } .fill.tier-65 { background: linear-gradient(135deg, #8FA54C 0%, #5F7F00 100%); } .fill.tier-60 { background: linear-gradient(135deg, #A1A14C 0%, #7A7A00 100%); } .fill.tier-50 { background: linear-gradient(135deg, #B8974C 0%, #9A6B00 100%); } .fill.tier-40 { background: linear-gradient(135deg, #A19152 0%, #7A6208 100%); } .fill.tier-30 { background: linear-gradient(135deg, #9A9677 0%, #706A3E 100%); } .fill.tier-15 { background: linear-gradient(135deg, #8F9195 0%, #5F6368 100%); } .fill.tier-under15 { background: linear-gradient(135deg, #8F9195 0%, #5F6368 100%); } .leaderboard-meta-row { display: flex; justify-content: center; align-items: center; padding: 2px 5px; background: #ffffff; border-bottom: 1px solid rgba(0, 0, 0, 0.06); border-top-left-radius: 5px; border-top-right-radius: 5px; } .update-date-badge { font-size: 0.78rem; color: #64748b; font-weight: 500; display: inline-flex; align-items: center; gap: 6px; } @media (max-width: 768px) { .wp-leaderboard-table th:nth-child(3), .wp-leaderboard-table td:nth-child(3) { display: none; } .wp-leaderboard-table th, .wp-leaderboard-table td { padding: 12px 14px; } } <\/style>\n<div class=\"wp-leaderboard-wrapper\">\n<div class=\"leaderboard-meta-row\"> <span class=\"update-date-badge\"> <svg viewBox=\"0 0 24 24\" width=\"12\" height=\"12\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" style=\"flex-shrink:0;\"><rect x=\"3\" y=\"4\" width=\"18\" height=\"18\" rx=\"2\" ry=\"2\"><\/rect><line x1=\"16\" y1=\"2\" x2=\"16\" y2=\"6\"><\/line><line x1=\"8\" y1=\"2\" x2=\"8\" y2=\"6\"><\/line><line x1=\"3\" y1=\"10\" x2=\"21\" y2=\"10\"><\/line><\/svg> Ostatnia aktualizacja: 23 pa\u017adziernika 2026 <\/span> <\/div>\n<table class=\"wp-leaderboard-table\">\n<thead>\n<tr>\n<th>Poz.<\/th>\n<th>Nazwa Modelu<\/th>\n<th>Wzgl\u0119dna jako\u015b\u0107<\/th>\n<th>Wynik<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">1<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Opus 5.5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>99,50%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-95\" style=\"width: 99.5%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-95\">99,50<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">2<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Sonnet 5.5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>95,04%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-95\" style=\"width: 95.04%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-95\">95,04<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">3<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-6 Astra<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>93,63%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-90\" style=\"width: 93.63%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-90\">93,63<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">4<\/span> <\/td>\n<td> <span class=\"model-title\">ERNIE 5.0<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>90,73%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-90\" style=\"width: 90.73%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-90\">90,73<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">5<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Fable 5.1<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>90,27%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-90\" style=\"width: 90.27%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-90\">90,27<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">6<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-6.1 Sol<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>90,09%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-90\" style=\"width: 90.09%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-90\">90,09<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">7<\/span> <\/td>\n<td> <span class=\"model-title\">Muse Wonder Full<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>89,80%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 89.8%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">89,80<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">8<\/span> <\/td>\n<td> <span class=\"model-title\">Gemini 4 Argon<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>89,60%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 89.6%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">89,60<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">9<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Fable 5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>89,54%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 89.54%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">89,54<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">10<\/span> <\/td>\n<td> <span class=\"model-title\">DeepSeek-V4.1-Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>87,65%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 87.65%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">87,65<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">11<\/span> <\/td>\n<td> <span class=\"model-title\">ChatGPT-4o<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>87,29%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 87.29%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">87,29<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">12<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Opus 5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>86,91%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 86.91%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">86,91<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">13<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3 VL 235B A22B<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>86,70%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 86.7%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">86,70<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">14<\/span> <\/td>\n<td> <span class=\"model-title\">Muse Spark 1.3<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>86,48%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 86.48%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">86,48<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">15<\/span> <\/td>\n<td> <span class=\"model-title\">Kimi K3.1 Pro<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>86,47%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 86.47%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">86,47<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">16<\/span> <\/td>\n<td> <span class=\"model-title\">Muse Wonder<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>86,37%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 86.37%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">86,37<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">17<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5.6 Sol<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>86,19%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 86.19%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">86,19<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">18<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5.5 Instant<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>85,42%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 85.42%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">85,42<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">19<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-6 Sol<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>85,11%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-85\" style=\"width: 85.11%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-85\">85,11<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">20<\/span> <\/td>\n<td> <span class=\"model-title\">MiMo-V2.6-Pro<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>84,27%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 84.27%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">84,27<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">21<\/span> <\/td>\n<td> <span class=\"model-title\">GLM-5.3<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>83,82%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 83.82%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">83,82<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">22<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Haiku 5.5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>82,42%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 82.42%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">82,42<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">23<\/span> <\/td>\n<td> <span class=\"model-title\">Grok 4.7<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>82,09%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 82.09%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">82,09<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">24<\/span> <\/td>\n<td> <span class=\"model-title\">Mistral Medium 3<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>82,06%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 82.06%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">82,06<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">25<\/span> <\/td>\n<td> <span class=\"model-title\">Step 5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>81,70%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 81.7%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">81,70<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">26<\/span> <\/td>\n<td> <span class=\"model-title\">Grok 4.6<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>81,22%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 81.22%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">81,22<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">27<\/span> <\/td>\n<td> <span class=\"model-title\">Kimi K3<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>80,76%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 80.76%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">80,76<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">28<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3.8 Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>80,58%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 80.58%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">80,58<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">29<\/span> <\/td>\n<td> <span class=\"model-title\">Gemini 3.8 Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>80,08%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-80\" style=\"width: 80.08%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-80\">80,08<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">30<\/span> <\/td>\n<td> <span class=\"model-title\">Grok 4.5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>79,75%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 79.75%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">79,75<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">31<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5.6 Terra<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>79,74%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 79.74%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">79,74<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">32<\/span> <\/td>\n<td> <span class=\"model-title\">INTELLECT-3<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>79,52%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 79.52%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">79,52<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">33<\/span> <\/td>\n<td> <span class=\"model-title\">GLM-4.6V<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>79,52%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 79.52%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">79,52<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">34<\/span> <\/td>\n<td> <span class=\"model-title\">Gemini 3.7 Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>79,46%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 79.46%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">79,46<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">35<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Opus 4.8<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>79,20%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 79.2%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">79,20<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">36<\/span> <\/td>\n<td> <span class=\"model-title\">MiMo-V2.6-Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>78,82%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 78.82%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">78,82<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">37<\/span> <\/td>\n<td> <span class=\"model-title\">Ling-flash-2.0<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>78,62%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 78.62%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">78,62<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">38<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3.8<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>78,61%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 78.61%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">78,61<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">39<\/span> <\/td>\n<td> <span class=\"model-title\">DeepSeek-V4-Pro<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>78,49%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 78.49%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">78,49<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">40<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5.5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>78,24%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 78.24%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">78,24<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">41<\/span> <\/td>\n<td> <span class=\"model-title\">MiniMax M3.1 Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>78,23%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 78.23%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">78,23<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">42<\/span> <\/td>\n<td> <span class=\"model-title\">GLM-5.3-Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>78,17%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 78.17%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">78,17<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">43<\/span> <\/td>\n<td> <span class=\"model-title\">Hy4<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>78,01%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 78.01%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">78,01<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">44<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Opus 4.7<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>77,94%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 77.94%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">77,94<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">45<\/span> <\/td>\n<td> <span class=\"model-title\">GLM-4.5V<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>77,73%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 77.73%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">77,73<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">46<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen2.5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>77,43%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 77.43%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">77,43<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">47<\/span> <\/td>\n<td> <span class=\"model-title\">GLM-5.2<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>77,30%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 77.3%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">77,30<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">48<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-6 Luna<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>77,16%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 77.16%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">77,16<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">49<\/span> <\/td>\n<td> <span class=\"model-title\">Muse Spark 1.1<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>77,01%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 77.01%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">77,01<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">50<\/span> <\/td>\n<td> <span class=\"model-title\">Beam 1.0<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>76,72%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 76.72%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">76,72<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">51<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3.8-27B<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>76,21%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 76.21%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">76,21<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">52<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Sonnet 5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>76,05%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 76.05%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">76,05<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">53<\/span> <\/td>\n<td> <span class=\"model-title\">Ring-flash-2.0<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>75,78%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 75.78%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">75,78<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">54<\/span> <\/td>\n<td> <span class=\"model-title\">DeepSeek-V4-Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>75,68%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 75.68%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">75,68<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">55<\/span> <\/td>\n<td> <span class=\"model-title\">Command A<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>75,64%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 75.64%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">75,64<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">56<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Opus 4.6<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>75,06%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 75.06%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">75,06<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">57<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5 nano<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>75,04%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-75\" style=\"width: 75.04%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-75\">75,04<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">58<\/span> <\/td>\n<td> <span class=\"model-title\">Muse Spark 1.2<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>74,95%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 74.95%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">74,95<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">59<\/span> <\/td>\n<td> <span class=\"model-title\">Olmo 3.1 32B<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>74,59%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 74.59%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">74,59<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">60<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3.8-Flash-Next<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>74,56%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 74.56%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">74,56<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">61<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5.6 Luna<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>74,56%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 74.56%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">74,56<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">62<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3.7-Plus<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>74,22%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 74.22%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">74,22<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">63<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3.7<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>74,21%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 74.21%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">74,21<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">64<\/span> <\/td>\n<td> <span class=\"model-title\">Kimi K2.6<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>73,38%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 73.38%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">73,38<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">65<\/span> <\/td>\n<td> <span class=\"model-title\">Mistral Large 4<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>73,05%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 73.05%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">73,05<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">66<\/span> <\/td>\n<td> <span class=\"model-title\">Muse Spark Open<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>72,71%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 72.71%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">72,71<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">67<\/span> <\/td>\n<td> <span class=\"model-title\">Muse Spark<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>72,51%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 72.51%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">72,51<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">68<\/span> <\/td>\n<td> <span class=\"model-title\">Gemini 3.6 Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>71,98%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 71.98%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">71,98<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">69<\/span> <\/td>\n<td> <span class=\"model-title\">Gemini 3.5 Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>71,88%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 71.88%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">71,88<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">70<\/span> <\/td>\n<td> <span class=\"model-title\">MiMo-V2.5-Pro<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>71,68%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 71.68%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">71,68<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">71<\/span> <\/td>\n<td> <span class=\"model-title\">Llama-3.3 Nemotron Super 49B v1<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>71,60%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 71.6%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">71,60<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">72<\/span> <\/td>\n<td> <span class=\"model-title\">Hy3<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>71,47%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 71.47%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">71,47<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">73<\/span> <\/td>\n<td> <span class=\"model-title\">Olmo 3 32B Think<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>71,30%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 71.3%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">71,30<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">74<\/span> <\/td>\n<td> <span class=\"model-title\">Gemini 3.1 Pro<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>70,93%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 70.93%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">70,93<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">75<\/span> <\/td>\n<td> <span class=\"model-title\">Seed 2.0 Pro<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>70,70%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 70.7%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">70,70<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">76<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3.6<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>70,12%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-70\" style=\"width: 70.12%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-70\">70,12<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">77<\/span> <\/td>\n<td> <span class=\"model-title\">MiniMax M3<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>69,66%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 69.66%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">69,66<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">78<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Opus 4.5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>69,54%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 69.54%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">69,54<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">79<\/span> <\/td>\n<td> <span class=\"model-title\">GLM-5.1<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>69,32%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 69.32%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">69,32<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">80<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Sonnet 4.6<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>69,28%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 69.28%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">69,28<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">81<\/span> <\/td>\n<td> <span class=\"model-title\">Mistral Large<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>69,21%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 69.21%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">69,21<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">82<\/span> <\/td>\n<td> <span class=\"model-title\">DeepSeek V3.1 Terminus<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>68,88%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 68.88%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">68,88<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">83<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5.4<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>68,80%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 68.8%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">68,80<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">84<\/span> <\/td>\n<td> <span class=\"model-title\">Olmo 3.1 32B Think<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>68,46%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 68.46%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">68,46<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">85<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5.3 Codex<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>68,32%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 68.32%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">68,32<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">86<\/span> <\/td>\n<td> <span class=\"model-title\">GPT-5 mini<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>67,70%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 67.7%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">67,70<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">87<\/span> <\/td>\n<td> <span class=\"model-title\">Nemotron 3.5 Super VL<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>67,36%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 67.36%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">67,36<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">88<\/span> <\/td>\n<td> <span class=\"model-title\">Granite 4.0 H Small<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>66,82%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 66.82%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">66,82<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">89<\/span> <\/td>\n<td> <span class=\"model-title\">LongCat-Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>66,76%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 66.76%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">66,76<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">90<\/span> <\/td>\n<td> <span class=\"model-title\">MiMo-V2-Omni<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>66,52%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 66.52%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">66,52<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">91<\/span> <\/td>\n<td> <span class=\"model-title\">Llama 3.1 Nemotron 70B<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>66,52%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 66.52%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">66,52<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">92<\/span> <\/td>\n<td> <span class=\"model-title\">Qwen3.6 Plus<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>66,46%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 66.46%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">66,46<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">93<\/span> <\/td>\n<td> <span class=\"model-title\">Kimi K2<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>66,31%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 66.31%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">66,31<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">94<\/span> <\/td>\n<td> <span class=\"model-title\">Step-3.5-Flash<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>65,60%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 65.6%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">65,60<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">95<\/span> <\/td>\n<td> <span class=\"model-title\">Claude Opus 4<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>65,33%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 65.33%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">65,33<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">96<\/span> <\/td>\n<td> <span class=\"model-title\">MiMo-V2.5<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>65,08%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-65\" style=\"width: 65.08%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-65\">65,08<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">97<\/span> <\/td>\n<td> <span class=\"model-title\">Inkling-Small<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>64,97%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-60\" style=\"width: 64.97%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-60\">64,97<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">98<\/span> <\/td>\n<td> <span class=\"model-title\">Granite 4.2 30B<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>64,47%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-60\" style=\"width: 64.47%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-60\">64,47<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">99<\/span> <\/td>\n<td> <span class=\"model-title\">Gemini 3 Pro<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>64,30%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-60\" style=\"width: 64.3%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-60\">64,30<\/span> <\/td>\n<\/tr>\n<tr class=\"main-row\">\n<td> <span class=\"rank-badge\">100<\/span> <\/td>\n<td> <span class=\"model-title\">MiniMax M2.7<\/span> <\/td>\n<td>\n<div class=\"progress-container\">\n<div class=\"bar-label-row\"> <span>Jako\u015b\u0107 kodowania<\/span> <span>64,22%<\/span> <\/div>\n<div class=\"track\">\n<div class=\"fill tier-60\" style=\"width: 64.22%;\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/td>\n<td> <span class=\"score-badge-main tier-60\">64,22<\/span> <\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Kategoria &#8222;Kodowanie&#8221; klasyfikuje modele sztucznej inteligencji pod k\u0105tem ich mo\u017cliwo\u015bci w zakresie in\u017cynierii oprogramowania. Zestawienie ocenia zdolno\u015b\u0107 modeli do generowania poprawnego i wysokiej jako\u015bci kodu w wielu j\u0119zykach programowania, implementowania zaawansowanych struktur danych, refaktoryzacji kodu oraz rozwi\u0105zywania problem\u00f3w algorytmicznych. Ranking opiera si\u0119 na uznanych benchmarkach i wska\u017anikach bran\u017cowych zwi\u0105zanych z kodowaniem. Pozwala to wskaza\u0107 modele, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1065,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1100","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/pages\/1100","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/comments?post=1100"}],"version-history":[{"count":0,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/pages\/1100\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/pages\/1065"}],"wp:attachment":[{"href":"https:\/\/lewoniewski.info\/blog\/wp-json\/wp\/v2\/media?parent=1100"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}