Benchmarks / 3D

MineBench

Models turn a text prompt into raw Minecraft-style block coordinates; humans vote pairwise on the rendered builds. Value is the conservative rankScore (rating − 2·RD), not raw Elo.

75models
–Open Index weight
–last updated
MineBenchpublisher

MineBench

Higher is better · best effort per model

Chart settings
75 of 75 selected

full table below

#ModelEffortScoreCost / taskHarness
1Gemini 4max2253––
2GPT-6 Astra Promax2250––
3GPT-6.1 Sol Pro–2188––
4Opus 5.5max2163––
5GPT-6 Sol Promax2083––
6Opus 5max2027––
7Sonnet 5.5max2018––
8GPT-5.6 Sol Promax2012––
9Fable 5.1max1946––
10GPT-5.5 Proxhigh1938––
11Muse Wondermax1885––
12Fable 5max1885––
13GPT-5.5xhigh1862––
14DeepSeek V4.1 Flashmax1839––
15Grok 4.6max1830––
16Gemini 3.8 Flashmax1820––
17GPT-5.4 Proxhigh1809––
18Grok 4.7max1806––
19Opus 4.8max1800––
20GLM 5.3 Flashmax1798––
21Gemini 3.7 Flashmax1780––
22GLM 5.3max1777––
23GPT-6 Luna Promax1763––
24Muse Spark 1.3max1761––
25Kimi K3max1725––
26GPT-5.6 Luna Pro–1719––
27Gemini 3.1 Prohigh1691––
28GPT-5.4xhigh1681––
29Gemini 3.5 Flashxhigh1667––
30Sonnet 5max1641––
31Gemini 3.6 Flashxhigh1635––
32Opus 4.7max1623––
33GPT-5.3 Codexxhigh1593––
34Muse Spark 1.2max1583––
35GLM 5.2max1577––
36GPT-5.2 Proxhigh1569––
37Grok 4.5max1568––
38GLM 5.1max1530––
39DeepSeek V4 Flash 0731max1513––
40Opus 4.6max1502––
41GPT-5.2xhigh1486––
42DeepSeek V4 Promax1469––
43Kimi K2.6max1455––
44GPT-5.4 Minixhigh1416––
45Gemini 3 Prohigh1404––
46Sonnet 4.6max1373––
47Gemini 3.5 Flash-Litexhigh1366––
48Opus 4.5high1336––
49Grok 4.20xhigh1309––
50Qwen 3.5 397B-A17Bmax1304––
51GPT-5.4 Nanoxhigh1276––
52Gemini 3 Flashhigh1272––
53Qwen 3.8 Maxmax1243––
54GLM 5high1243––
55Gemma 4 31Bmax1240––
56MiniMax M2.7high1222––
57Kimi K2.5max1215––
58Grok 4.3xhigh1176––
59Sonnet 4.5high1167––
60Gemini 2.5 Prohigh1155––
61GLM 4.7none1128––
62GPT-5 Minihigh1104––
63MiniMax M2.5high1096––
64GPT-5.2 Codexxhigh1081––
65DeepSeek V3.2high1065––
66GPT-4.1high1060––
67Qwen 3 Maxmax1018––
68Kimi K2medium990––
69Grok 4.1 Fasthigh981––
70Gemini 3.1 Flash-Litehigh972––
71GPT-4.5none942––
72gpt-oss-120bhigh806––
73GPT-4ohigh773––
74Llama 4 Maverickmedium656––
75GPT-5 Nanohigh589––