Every frontier model, ranked live

The Godot Model Index is a weighted composite of LMSYS Arena Elo (human preference), OpenRouter adoption rank, and pricing efficiency.

UPDATED · Thu, 13 Aug 2026 09:40:41 UTC

Scoring methodology →

#	Model	Godot	Elo	Weekly	$/M in	$/M out	Context	Category
1	Anthropic: Claude Opus 4.6 Anthropic	99.3	1497	#19	5.00	25.00	1000K	Multimodal
2	Z.ai: GLM 5.1 Z-ai	95.3	1463	#27	1.40	4.40	205K	Frontier
3	Qwen: Qwen3.5 Plus 2026-02-15 Alibaba	93.7	1471	#135	0.260	1.56	1000K	Multimodal
4	Google: Gemini 3 Flash Preview Google DeepMind	93.6	1442	#11	0.500	3.00	1049K	Multimodal
5	Anthropic: Claude Sonnet 4.6 Anthropic	93.4	1458	#7	3.00	15.00	1000K	Multimodal
6	Z.ai: GLM 5 Z-ai	92.6	1445	#40	0.950	2.55	205K	Frontier
7	SpaceXAI: Grok 4.20 xAI	91.0	1444	#97	1.25	2.50	2000K	Multimodal
8	Qwen: Qwen3.5 397B A17B Alibaba	90.8	1438	#57	0.450	3.00	262K	Multimodal
9	Anthropic: Claude Opus 4.5 Anthropic	90.7	1450	#75	5.00	25.00	200K	Multimodal
10	Z.ai: GLM 4.7 Z-ai	90.3	1435	#54	0.400	1.75	205K	Frontier
11	DeepSeek: DeepSeek V3.2 DeepSeek	90.2	1420	#10	0.269	0.400	164K	Open Source
12	Anthropic: Claude Sonnet 4.5 Anthropic	90.1	1438	#46	3.00	15.00	1000K	Multimodal
13	Google: Gemini 3.1 Flash Lite Preview Google DeepMind	89.7	1415	#37	0.250	1.50	1049K	Multimodal
14	MoonshotAI: Kimi K2.5 Moonshotai	89.7	1420	#44	0.570	2.85	262K	Multimodal
15	Z.ai: GLM 4.6 Z-ai	89.0	1440	#144	0.500	2.00	205K	Frontier
16	OpenAI: GPT-5.4 Mini OpenAI	88.8	1412	#36	0.750	4.50	400K	Multimodal
17	xAI: Grok 4.1 Fast xAI	88.7	1408	#455	0.200	0.500	2000K	Multimodal
18	Qwen: Qwen3 235B A22B Instruct 2507 Alibaba	88.4	1419	#28	0.090	0.550	262K	Open Source
19	Google: Gemini 2.5 Flash Google DeepMind	88.3	1407	#13	0.300	2.50	1049K	Multimodal
20	Qwen: Qwen3 VL 235B A22B Instruct Alibaba	87.7	1421	#112	0.260	1.04	262K	Multimodal
21	DeepSeek: DeepSeek V3.1 DeepSeek	87.6	1416	#66	0.250	0.950	164K	Open Source
22	OpenAI: GPT-5.1 OpenAI	87.3	1422	#47	1.25	10.00	400K	Multimodal
23	Xiaomi: MiMo-V2-Pro Xiaomi	87.3	1394	#436	1.00	3.00	1049K	Frontier
24	Google: Gemma 4 26B A4B Google DeepMind	87.3	1435	#155	0.120	0.400	262K	Multimodal
25	SpaceXAI: Grok 4.20 Multi-Agent xAI	87.2	1450	#182	1.25	2.50	2000K	Multimodal
26	DeepSeek: DeepSeek V3.2 Exp DeepSeek	86.8	1424	#100	0.270	0.410	164K	Open Source
27	OpenAI: GPT-5.2 OpenAI	86.8	1416	#71	1.75	14.00	400K	Multimodal
28	MiniMax: MiniMax M2.7 Minimax	86.6	1391	#26	0.300	1.20	205K	Frontier
29	DeepSeek: DeepSeek V3.1 Terminus DeepSeek	86.5	1417	#92	0.270	0.950	164K	Open Source
30	DeepSeek: R1 0528 DeepSeek	86.5	1428	#109	0.500	2.15	164K	Reasoning
31	Qwen: Qwen3.5-Flash Alibaba	86.4	1398	#59	0.065	0.260	1000K	Multimodal
32	OpenAI: GPT-5.2 Chat OpenAI	86.3	1439	#171	1.75	14.00	128K	Multimodal
33	Qwen: Qwen3.5-122B-A10B Alibaba	86.3	1418	#141	0.290	2.40	262K	Multimodal
34	xAI: Grok 4 Fast xAI	86.2	1398	#468	0.200	0.500	2000K	Multimodal
35	OpenAI: GPT-5 Chat OpenAI	86.1	1404	#200	1.25	10.00	128K	Multimodal
36	Anthropic: Claude Haiku 4.5 Anthropic	85.4	1394	#33	1.00	5.00	200K	Multimodal
37	OpenAI: GPT-5.4 Pro OpenAI	84.9	1470	#295	30.00	180.00	1050K	Multimodal
38	Qwen: Qwen3.5-27B Alibaba	84.8	1408	#83	0.195	1.56	262K	Multimodal
39	Qwen: Qwen3.5-35B-A3B Alibaba	84.6	1396	#68	0.250	1.25	262K	Multimodal
40	MoonshotAI: Kimi K2 Thinking Moonshotai	84.2	1414	#189	0.600	2.50	262K	Reasoning
41	Anthropic: Claude Opus 4.7 Anthropic	84.2	1376	#8	5.00	25.00	1000K	Multimodal
42	OpenAI: GPT-5.4 Nano OpenAI	83.9	1373	#49	0.200	1.25	400K	Multimodal
43	Google: Gemini 2.5 Flash Lite Google DeepMind	83.9	1369	#14	0.100	0.400	1049K	Multimodal
44	Qwen: Qwen3 235B A22B Thinking 2507 Alibaba	83.7	1414	#124	0.230	2.30	262K	Reasoning
45	Z.ai: GLM 4.5 Z-ai	83.5	1429	#208	0.600	2.20	131K	Frontier
46	OpenAI: GPT-5 Mini OpenAI	83.5	1374	#43	0.250	2.00	400K	Multimodal
47	Google: Gemini 2.5 Flash Lite Preview 09-2025 Google DeepMind	83.4	1379	#87	0.100	0.400	1049K	Multimodal
48	OpenAI: GPT-4.1 OpenAI	83.0	1382	#70	2.00	8.00	1048K	Multimodal
49	Qwen: Qwen3 30B A3B Instruct 2507 Alibaba	82.6	1384	#107	0.048	0.193	262K	Open Source
50	Baidu: ERNIE 4.5 300B A47B Baidu	82.1	1445	#428	0.280	1.10	131K	Frontier

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Open-source pulse · HuggingFace

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Methodology

How the Godot Model Index is computed

Weighted composite on a 0–100 scale: 60% capability (LMSYS Arena Elo, min–max normalized across ranked models), 30% adoption (OpenRouter weekly usage rank across 680+ models), and 10% efficiency (inverse of per-token price). Models without an Arena signal are capped at 50. Updated daily via cron at 03:00 UTC.

· Capability signal: https://lmarena.ai/ (via HuggingFace dataset snapshot).
· Adoption signal: https://openrouter.ai/ frontend weekly ranking.
· Efficiency signal: OpenRouter pricing (input + output $/1M tokens).
· Name matching across sources uses a Haiku-backed alias table.