AI中转站/模型比价

模型能力排名

基于 OpenRouter Benchmarks数据,按各能力分数从高到低展示,数值越大代表能力越优秀。

综合智能指数

指数 从高到低
排名模型供应商上下文指数
1 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 57.6
2 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 57.6
3 Anthropic: Claude Sonnet 5.5anthropic/claude-sonnet-5.5 anthropic 1M 56
4 Anthropic: Claude Sonnet 5.5 (batch)anthropic/claude-sonnet-5.5:batch anthropic 1M 56
5 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 53.4
6 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 53.4
7 OpenAI: GPT-6 Astraopenai/gpt-6-astra openai 1.1M 52.7
8 OpenAI: GPT-6 Astra (batch)openai/gpt-6-astra:batch openai 1.1M 52.7
9 OpenAI: GPT-6.1 Solopenai/gpt-6.1-sol openai 1.1M 51.8
10 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 50.8
11 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 50.8
12 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 49.6
13 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 49.6
14 OpenAI: GPT-6 Solopenai/gpt-6-sol openai 1.1M 47.6
15 OpenAI: GPT-6 Sol (batch)openai/gpt-6-sol:batch openai 1.1M 47.6
16 OpenAI: GPT-5.6 Solopenai/gpt-5.6-sol openai 1.1M 47
17 OpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batch openai 1.1M 47
18 SpaceXAI: Grok 4.7x-ai/grok-4.7 x-ai 500K 46.4
19 Xiaomi: MiMo-V2.6-Proxiaomi/mimo-v2.6-pro xiaomi 1.1M 46.3
20 Qwen: Qwen3.8 Max (0902)qwen/qwen3.8-max-0902 qwen 1M 45.4
21 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 44.8
22 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 44.8
23 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 44.3
24 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 43.6
25 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 43.6
26 OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terra openai 1.1M 42.1
27 OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batch openai 1.1M 42.1
28 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 41.8
29 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 41.8
30 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1M 41.8

编码能力指数

指数 从高到低
排名模型供应商上下文指数
1 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 81.6
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 81.6
3 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 78
4 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 78
5 OpenAI: GPT-5.6 Solopenai/gpt-5.6-sol openai 1.1M 77.4
6 OpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batch openai 1.1M 77.4
7 OpenAI: GPT-6 Astraopenai/gpt-6-astra openai 1.1M 76.9
8 OpenAI: GPT-6 Astra (batch)openai/gpt-6-astra:batch openai 1.1M 76.9
9 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 76.8
10 OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terra openai 1.1M 76.7
11 OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batch openai 1.1M 76.7
12 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 76.5
13 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 76.5
14 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 76.3
15 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 76.3
16 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 76.2
17 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 76.2
18 Qwen: Qwen3.8 Max (0902)qwen/qwen3.8-max-0902 qwen 1M 76.2
19 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 76.1
20 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 76.1
21 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 74.9
22 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 74.9
23 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 74.8
24 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 74.8
25 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 74.3
26 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 74.3
27 Anthropic: Claude Opus 4.7anthropic/claude-opus-4.7 anthropic 1M 73.6
28 Anthropic: Claude Opus 4.7 (batch)anthropic/claude-opus-4.7:batch anthropic 1M 73.6
29 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 72.4
30 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 72.2

智能体能力指数

指数 从高到低
排名模型供应商上下文指数
1 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 57.9
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 57.9
3 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 56.5
4 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 56.5
5 Qwen: Qwen3.8 Max (0902)qwen/qwen3.8-max-0902 qwen 1M 56
6 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 53.1
7 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 53.1
8 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 53
9 OpenAI: GPT-6 Astraopenai/gpt-6-astra openai 1.1M 51
10 OpenAI: GPT-6 Astra (batch)openai/gpt-6-astra:batch openai 1.1M 51
11 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1M 50.9
12 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 50.9
13 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 50.7
14 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 50.7
15 OpenAI: GPT-5.6 Solopenai/gpt-5.6-sol openai 1.1M 50.2
16 OpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batch openai 1.1M 50.2
17 Qwen: Qwen3.8 2.4T A95Bqwen/qwen3.8-2.4t-a95b qwen 1M 50.1
18 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 50
19 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 50
20 Qwen: Qwen3.8 27Bqwen/qwen3.8-27b qwen 1M 45.8
21 Qwen: Qwen3.8 27B (free)qwen/qwen3.8-27b:free qwen 262.1K 45.8
22 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 43.6
23 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 43.6
24 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 43.2
25 OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terra openai 1.1M 43.2
26 OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batch openai 1.1M 43.2
27 OpenAI: GPT-5.6 Lunaopenai/gpt-5.6-luna openai 1.1M 42.1
28 OpenAI: GPT-5.6 Luna (batch)openai/gpt-5.6-luna:batch openai 1.1M 42.1
29 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 41.9
30 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 41.9

Agent 场景 / agenticgamedev

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1285 61.9% 1
2 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1285 61.9% 1
3 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1261 53.8% 2
4 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1261 53.8% 2
5 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1252 55% 3
6 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1252 55% 3
7 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1238 55.8% 4
8 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1238 55.8% 4
9 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1235 52.1% 5
10 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1235 52.1% 5
11 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1235 55.9% 6
12 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1226 52.3% 7
13 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1226 52.3% 7
14 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1213 50% 8
15 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1213 50% 8
16 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1210 47.1% 9
17 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1205 49% 10
18 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1183 48.3% 11
19 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1180 55.4% 12
20 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1180 55.4% 12
21 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1180 47.8% 13
22 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1180 47.8% 13
23 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1179 52.4% 14
24 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1179 52.4% 14
25 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1179 42.7% 15
26 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1177 52.2% 16
27 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1177 52.2% 16
28 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1165 49.8% 17
29 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1161 46.6% 18
30 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1158 44.6% 19

Agent 场景 / agentichtmlslides

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1254 59.4% 1
2 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1254 59.4% 1
3 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1248 59% 2
4 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1227 55.6% 3
5 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1227 55.6% 3
6 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1226 55.8% 4
7 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1226 55.8% 4
8 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1205 52% 5
9 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1162 45.8% 6
10 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1162 45.8% 6
11 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1134 41.7% 7
12 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1084 34.2% 8
13 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1084 34.2% 8
14 SpaceXAI: Grok 4.3x-ai/grok-4.3 x-ai 1M 1066 31.8% 9
15 SpaceXAI: Grok 4.3 (batch)x-ai/grok-4.3:batch x-ai 1M 1066 31.8% 9

Agent 场景 / agenticslides

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1294 64.8% 1
2 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1294 64.8% 1
3 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1245 54.4% 2
4 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1244 57.5% 3
5 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1244 57.5% 3
6 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1187 45.8% 4
7 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1171 51.6% 5
8 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1150 43.5% 6
9 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1150 43.5% 6
10 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1112 33.8% 7
11 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1112 33.8% 7
12 Google: Gemini 3 Flash Previewgoogle/gemini-3-flash-preview google 1M 1073 39.3% 8
13 Google: Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batch google 1M 1073 39.3% 8
14 SpaceXAI: Grok 4.3x-ai/grok-4.3 x-ai 1M 1072 31.9% 9
15 SpaceXAI: Grok 4.3 (batch)x-ai/grok-4.3:batch x-ai 1M 1072 31.9% 9

Agent 场景 / agenticslides(html)

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1252 59.5% 1
2 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1252 59.5% 1
3 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1252 59.2% 2
4 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1230 56% 3
5 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1230 56% 3
6 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1219 54.4% 4
7 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1219 54.4% 4
8 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1204 51.8% 5
9 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1162 45.7% 6
10 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1162 45.7% 6
11 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1137 41.8% 7
12 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1077 33.2% 8
13 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1077 33.2% 8
14 SpaceXAI: Grok 4.3x-ai/grok-4.3 x-ai 1M 1066 31.7% 9
15 SpaceXAI: Grok 4.3 (batch)x-ai/grok-4.3:batch x-ai 1M 1066 31.7% 9

Agent 场景 / agenticslides(python-pptx)

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1310 68.9% 1
2 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1310 68.9% 1
3 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1242 57.8% 2
4 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1242 57.8% 2
5 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1240 53.3% 3
6 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1186 45.5% 4
7 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1183 53.9% 5
8 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1155 45.2% 6
9 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1155 45.2% 6
10 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1107 33.9% 7
11 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1107 33.9% 7
12 Google: Gemini 3 Flash Previewgoogle/gemini-3-flash-preview google 1M 1075 39.3% 8
13 Google: Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batch google 1M 1075 39.3% 8
14 SpaceXAI: Grok 4.3x-ai/grok-4.3 x-ai 1M 1068 32.4% 9
15 SpaceXAI: Grok 4.3 (batch)x-ai/grok-4.3:batch x-ai 1M 1068 32.4% 9

Agent 场景 / Android 原生

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1303 61.3% 1
2 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1297 65.1% 2
3 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1297 65.1% 2
4 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1269 55.9% 3
5 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1269 55.9% 3
6 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1267 54.8% 4
7 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1262 55.4% 5
8 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1262 55.4% 5
9 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1255 53.3% 6
10 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1255 53.3% 6
11 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1250 64% 7
12 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1247 56.4% 8
13 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1247 56.4% 8
14 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1237 54.4% 9
15 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1237 54.4% 9
16 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1236 53.2% 10
17 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1217 53.7% 11
18 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1217 53.7% 11
19 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1215 63.8% 12
20 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1215 63.8% 12
21 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1211 62% 13
22 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1211 62% 13
23 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1199 57.7% 14
24 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1199 57.7% 14
25 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1194 52% 15
26 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1193 53.2% 16
27 Anthropic: Claude Opus 4.5anthropic/claude-opus-4.5 anthropic 200K 1191 65.5% 17
28 Anthropic: Claude Opus 4.5 (batch)anthropic/claude-opus-4.5:batch anthropic 200K 1191 65.5% 17
29 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1188 47.2% 18
30 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1177 50.9% 19

Agent 场景 / godotgamedev

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1327 60.7% 1
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1327 60.7% 1
3 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1292 64.3% 2
4 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1292 64.3% 2
5 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1279 54.2% 3
6 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1279 54.2% 3
7 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1276 53% 4
8 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1273 53% 5
9 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1273 53% 5
10 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1264 50.8% 6
11 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1264 50.8% 6
12 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1241 45.8% 7
13 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1236 60% 8
14 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1236 60% 8
15 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1231 55.8% 10
16 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1231 55.8% 10
17 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1228 58.2% 11
18 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1226 60.6% 12
19 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1226 60.6% 12
20 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1225 54.4% 13
21 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1225 54.4% 13
22 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1223 48.2% 14
23 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1223 48.2% 14
24 MoonshotAI: Kimi K2.5moonshotai/kimi-k2.5 moonshotai 262.1K 1219 59.8% 15
25 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1187 55.7% 16
26 Z.ai: GLM 4.6z-ai/glm-4.6 z-ai 204.8K 1180 53.2% 17
27 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1173 52.3% 18
28 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1173 52.3% 18
29 Google: Gemini 3 Flash Previewgoogle/gemini-3-flash-preview google 1M 1161 50.6% 19
30 Google: Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batch google 1M 1161 50.6% 19

Agent 场景 / HTML 幻灯片

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1277 63.1% 1
2 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1277 63.1% 1
3 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1256 59.6% 2
4 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1256 59.6% 2
5 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1249 60.1% 3
6 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1220 58% 4
7 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1220 58% 4
8 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1217 53.7% 5
9 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1217 53.7% 5
10 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1204 52.5% 6
11 MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code moonshotai 262.1K 1201 53.6% 7
12 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1194 51.8% 8
13 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1189 39.1% 9
14 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1189 39.1% 9
15 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1184 52.3% 10
16 SpaceXAI: Grok 4.20x-ai/grok-4.20 x-ai 2M 1180 45.7% 11
17 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1180 46.6% 12
18 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1175 49.5% 13
19 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1169 48.8% 14
20 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1158 43.5% 15
21 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1153 48.6% 16
22 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1153 48.6% 16
23 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1148 41.9% 17
24 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1148 41.9% 17
25 Z.ai: GLM 5z-ai/glm-5 z-ai 204.8K 1147 45.1% 18
26 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1142 46.5% 19
27 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1142 46.5% 19
28 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1134 40% 20
29 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1120 44.6% 21
30 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1067 35.6% 22

Agent 场景 / pptxslides

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1306 67.9% 1
2 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1306 67.9% 1
3 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1244 57.7% 2
4 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1244 57.7% 2
5 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1241 53.5% 3
6 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1181 44.3% 4
7 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1164 52.1% 5
8 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1157 45.3% 6
9 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1157 45.3% 6
10 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1110 34.1% 7
11 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1110 34.1% 7
12 SpaceXAI: Grok 4.3x-ai/grok-4.3 x-ai 1M 1071 32.5% 8
13 SpaceXAI: Grok 4.3 (batch)x-ai/grok-4.3:batch x-ai 1M 1071 32.5% 8

Agent 场景 / python-pptxslides

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1328 62.6% 1
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1328 62.6% 1
3 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1298 65.9% 2
4 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1298 65.9% 2
5 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1295 61.4% 3
6 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1295 61.4% 3
7 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1273 59.2% 4
8 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1273 59.2% 4
9 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1267 54.4% 5
10 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1267 54.4% 5
11 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1258 54.2% 6
12 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1255 51.2% 8
13 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1255 51.2% 8
14 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1247 57.4% 9
15 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1247 57.4% 9
16 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1244 51.4% 10
17 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1242 52.7% 11
18 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1230 53.9% 12
19 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1216 50.1% 13
20 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1216 50.1% 13
21 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1204 46.8% 14
22 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1198 48.6% 15
23 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1194 48.7% 16
24 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1194 47.2% 17
25 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1180 42.1% 18
26 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1178 39.8% 19
27 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1178 39.8% 19
28 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1165 51.9% 20
29 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1156 44.1% 21
30 MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code moonshotai 262.1K 1154 44.7% 22

Agent 场景 / Web 应用

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1310 56.1% 1
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1310 56.1% 1
3 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1289 56.5% 2
4 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1285 59.1% 4
5 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1285 59.1% 4
6 Xiaomi: MiMo-V2.6-Proxiaomi/mimo-v2.6-pro xiaomi 1.1M 1283 58.3% 5
7 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1268 59.3% 6
8 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1259 54.5% 7
9 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1259 54.5% 7
10 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1254 56.4% 8
11 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1254 56.4% 8
12 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1241 56% 9
13 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1237 53.3% 10
14 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1237 53.3% 10
15 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1230 46.1% 11
16 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1230 46.1% 11
17 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1224 51.4% 12
18 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1224 51.4% 12
19 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1215 56% 13
20 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1215 50.6% 14
21 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1214 46.6% 15
22 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1214 46.6% 15
23 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1209 53.5% 16
24 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1202 49.4% 17
25 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1199 57% 18
26 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1199 57% 18
27 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1199 49.3% 19
28 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1196 52.6% 20
29 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1196 52.6% 20
30 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1192 47.1% 21

Agent 场景 / 全栈应用

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1325 57.2% 1
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1325 57.2% 1
3 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1313 61.8% 2
4 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1313 61.8% 2
5 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1311 60.8% 3
6 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1305 57.3% 4
7 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1305 57.3% 4
8 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1278 58.2% 6
9 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1278 58.2% 6
10 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1263 54.9% 7
11 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1248 55.3% 8
12 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1248 55.3% 8
13 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1248 53.7% 9
14 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1248 53.7% 9
15 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1247 60.7% 10
16 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1242 48.1% 11
17 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1242 48.1% 11
18 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1239 60.5% 12
19 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1218 59.8% 13
20 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1218 59.8% 13
21 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1211 64.3% 14
22 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1211 64.3% 14
23 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1208 48% 15
24 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1207 43.5% 16
25 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1207 43.5% 16
26 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1198 45.4% 17
27 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1196 47.3% 18
28 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1195 56.2% 19
29 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1195 56.2% 19
30 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1188 47.6% 20

Agent 场景 / 移动应用

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1348 67.1% 1
2 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1348 67.1% 1
3 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 1328 64.3% 2
4 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 1328 64.3% 2
5 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1266 56.9% 3
6 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1266 56.9% 3
7 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1261 55.5% 4
8 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1261 55.5% 4
9 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1259 60.5% 5
10 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1259 60.5% 5
11 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1233 53.4% 6
12 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1233 53.4% 6
13 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1233 55.8% 7
14 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1231 54.2% 8
15 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1231 54.2% 8
16 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1223 56% 9
17 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1223 56% 9
18 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1216 51.5% 11
19 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1216 51.5% 11
20 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1216 53% 12
21 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1212 45% 13
22 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1209 63.6% 14
23 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1209 63.6% 14
24 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1204 59.2% 15
25 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1204 59.2% 15
26 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1198 50.6% 16
27 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1198 50.6% 16
28 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1192 52.9% 17
29 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1192 52.9% 17
30 OpenAI: GPT-5.1-Codexopenai/gpt-5.1-codex openai 400K 1191 53.4% 18

模型场景 / 3D

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 1478 74.8% 1
2 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 1478 74.8% 1
3 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1411 64.2% 2
4 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1409 67.8% 3
5 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1409 67.8% 3
6 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1407 68% 4
7 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1407 68% 4
8 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1372 65.9% 5
9 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1372 65.9% 5
10 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1349 61.1% 7
11 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1349 61.1% 7
12 Xiaomi: MiMo-V2.6-Proxiaomi/mimo-v2.6-pro xiaomi 1.1M 1344 58% 8
13 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1336 62.6% 9
14 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1334 61.8% 10
15 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1334 61.8% 10
16 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1M 1334 56.8% 11
17 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 1334 56.8% 11
18 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1325 54.7% 12
19 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1325 54.7% 12
20 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1320 52.9% 13
21 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1309 50.3% 14
22 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1309 50.3% 14
23 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1304 53.5% 15
24 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1292 52.6% 16
25 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1290 62.5% 17
26 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1290 62.5% 17
27 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1289 53.2% 18
28 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1289 53.2% 18
29 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1283 57.6% 19
30 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1282 54.8% 20

模型场景 / asciiart

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1364 68.5% 1
2 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1364 68.5% 1
3 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1338 68% 2
4 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1338 68% 2
5 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1333 65% 3
6 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1333 65% 3
7 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1310 58.6% 4
8 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1290 62.4% 5
9 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1290 62.4% 5
10 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1289 56.7% 6
11 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1289 56.9% 7
12 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1289 56.9% 7
13 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1286 55.6% 8
14 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1286 55.6% 8
15 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1285 53.8% 9
16 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1285 53.8% 9
17 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1285 57.7% 10
18 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1281 63.5% 11
19 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1281 63.5% 11
20 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1M 1276 54.8% 12
21 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 1276 54.8% 12
22 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1267 58.9% 13
23 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1267 58.9% 13
24 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1266 61.9% 14
25 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1266 61.9% 14
26 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1265 58.9% 15
27 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1265 58.9% 15
28 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1264 54.6% 16
29 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1246 60.1% 17
30 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1246 60.1% 17

模型场景 / graphicdesign

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)google/gemini-3.1-flash-image-preview google 65.5K 1264 66.3% 4
2 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google/gemini-3-pro-image-preview google 65.5K 1253 65.8% 5
3 OpenAI: GPT-5 Imageopenai/gpt-5-image openai 400K 1175 48.9% 9
4 Google: Nano Banana (Gemini 2.5 Flash Image)google/gemini-2.5-flash-image google 32.8K 1170 56.9% 10
5 OpenAI: GPT-5 Image Miniopenai/gpt-5-image-mini openai 400K 1168 47.7% 11

模型场景 / image

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)google/gemini-3.1-flash-image-preview google 65.5K 1279 65.1% 4
2 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google/gemini-3-pro-image-preview google 65.5K 1246 62.1% 5
3 OpenAI: GPT-5 Imageopenai/gpt-5-image openai 400K 1194 53.9% 9
4 Google: Nano Banana (Gemini 2.5 Flash Image)google/gemini-2.5-flash-image google 32.8K 1189 55.6% 10
5 OpenAI: GPT-5 Image Miniopenai/gpt-5-image-mini openai 400K 1186 51% 11

模型场景 / imageediting

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google/gemini-3-pro-image-preview google 65.5K 1254 66% 3

模型场景 / logo

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)google/gemini-3.1-flash-image-preview google 65.5K 1264 62.9% 4
2 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google/gemini-3-pro-image-preview google 65.5K 1242 61% 6
3 OpenAI: GPT-5 Image Miniopenai/gpt-5-image-mini openai 400K 1210 51.4% 8
4 OpenAI: GPT-5 Imageopenai/gpt-5-image openai 400K 1203 52.7% 9
5 Google: Nano Banana (Gemini 2.5 Flash Image)google/gemini-2.5-flash-image google 32.8K 1170 51.4% 11

模型场景 / svg

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 1337 49.3% 1
2 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 1337 49.3% 1
3 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1318 51.8% 2
4 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1314 58.7% 3
5 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1314 58.7% 3
6 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1307 57.1% 4
7 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1307 57.1% 4
8 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1301 62.6% 5
9 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1301 62.6% 5
10 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1299 59.4% 6
11 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1299 59.4% 6
12 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1298 57.3% 7
13 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1298 57.3% 7
14 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1M 1290 57.1% 8
15 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 1290 57.1% 8
16 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1288 55.7% 9
17 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1285 67.8% 10
18 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1285 67.8% 10
19 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1283 53.7% 11
20 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1283 53.7% 11
21 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1282 53.1% 12
22 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1282 53.1% 12
23 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1255 59% 13
24 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1255 59% 13
25 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1244 49.6% 14
26 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1241 50% 15
27 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1235 55.7% 16
28 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1235 55.7% 16
29 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1227 60.9% 17
30 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1227 60.9% 17

模型场景 / UI 组件

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Sonnet 5.5anthropic/claude-sonnet-5.5 anthropic 1M 1409 67.6% 1
2 Anthropic: Claude Sonnet 5.5 (batch)anthropic/claude-sonnet-5.5:batch anthropic 1M 1409 67.6% 1
3 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 1384 63.5% 2
4 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 1384 63.5% 2
5 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1362 62.3% 3
6 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1362 62.3% 3
7 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1359 57.9% 4
8 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1351 60.6% 5
9 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1351 60.6% 5
10 Xiaomi: MiMo-V2.6-Proxiaomi/mimo-v2.6-pro xiaomi 1.1M 1346 59.4% 6
11 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1345 59.6% 7
12 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1345 59.6% 7
13 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1329 58.3% 9
14 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1329 58.3% 9
15 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1325 58.1% 10
16 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1325 58.1% 10
17 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1M 1325 55% 11
18 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 1325 55% 11
19 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1321 53.4% 12
20 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1321 53.4% 12
21 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1308 52.3% 13
22 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1306 54.4% 14
23 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1306 54.4% 14
24 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1304 51.9% 15
25 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1304 51.9% 15
26 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1300 55.3% 16
27 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1295 51.2% 17
28 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1294 52.7% 18
29 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1292 54.9% 19
30 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1291 59.8% 20

模型场景 / 代码分类

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 1396 64.9% 1
2 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 1396 64.9% 1
3 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1372 63.4% 2
4 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1372 63.4% 2
5 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1359 57.6% 3
6 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1342 59.3% 4
7 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1342 59.3% 4
8 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1329 57.9% 5
9 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1329 57.9% 5
10 Xiaomi: MiMo-V2.6-Proxiaomi/mimo-v2.6-pro xiaomi 1.1M 1324 53.3% 6
11 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1319 52.4% 7
12 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1318 56% 8
13 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1318 56% 8
14 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1317 57.7% 9
15 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1317 57.7% 9
16 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1316 54.6% 10
17 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1316 54.6% 10
18 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1311 50.7% 11
19 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1311 50.7% 11
20 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1299 52.8% 13
21 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1295 61.2% 14
22 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1295 61.2% 14
23 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1295 53.5% 15
24 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1295 53.5% 15
25 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1295 51.1% 16
26 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1M 1289 49.5% 17
27 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 1289 49.5% 17
28 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1283 53.2% 18
29 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1283 53.2% 18
30 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1282 59.4% 19

模型场景 / 数据可视化

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 1400 67.5% 1
2 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 1400 67.5% 1
3 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1366 67% 2
4 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1358 64% 3
5 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1358 64% 3
6 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1352 61.8% 4
7 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1352 61.8% 4
8 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1351 60.3% 5
9 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1345 60.8% 6
10 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1345 60.8% 6
11 Xiaomi: MiMo-V2.6-Proxiaomi/mimo-v2.6-pro xiaomi 1.1M 1333 59.1% 7
12 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1333 56.7% 8
13 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1321 56.3% 9
14 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1321 56.3% 9
15 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1314 57.5% 10
16 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1314 57.5% 10
17 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1302 53.4% 11
18 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1302 53.4% 11
19 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1300 53.4% 12
20 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1295 52% 14
21 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1289 58.7% 15
22 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1289 58.7% 15
23 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1287 58.2% 16
24 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1287 58.2% 16
25 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1284 54.5% 17
26 Qwen: Qwen3.7 Plusqwen/qwen3.7-plus qwen 1M 1284 51.2% 18
27 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1280 50.9% 19
28 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1277 49.7% 20
29 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1276 53.5% 21
30 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1276 53.5% 21

模型场景 / 游戏开发

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 1479 73.7% 1
2 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 1479 73.7% 1
3 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1394 65.6% 2
4 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1394 65.6% 2
5 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1379 61.8% 3
6 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1379 61.8% 3
7 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1356 56.1% 4
8 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1350 59% 5
9 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1350 59% 5
10 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1349 60.9% 6
11 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1349 60.9% 6
12 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1338 55.5% 7
13 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1338 55.5% 7
14 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1335 54.3% 8
15 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1335 54.3% 8
16 Xiaomi: MiMo-V2.6-Proxiaomi/mimo-v2.6-pro xiaomi 1.1M 1321 53% 10
17 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1320 51.5% 11
18 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1320 51.5% 11
19 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1314 50.5% 12
20 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1308 58.1% 13
21 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1308 58.1% 13
22 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1307 54.2% 14
23 SpaceXAI: Grok 4.7x-ai/grok-4.7 x-ai 500K 1302 51.3% 15
24 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1296 53% 16
25 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1296 53% 16
26 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1M 1294 47.2% 17
27 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 1294 47.2% 17
28 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1290 61% 18
29 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1290 61% 18
30 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1285 48.2% 19

模型场景 / 网站

Elo 从高到低
排名模型供应商上下文Elo胜率源排名
1 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1365 58.5% 1
2 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1344 59.9% 2
3 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1344 59.9% 2
4 Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5 anthropic 1M 1341 57.5% 3
5 Anthropic: Claude Opus 5.5 (batch)anthropic/claude-opus-5.5:batch anthropic 1M 1341 57.5% 3
6 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1320 56.3% 4
7 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1320 56.3% 4
8 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1320 52.4% 5
9 Xiaomi: MiMo-V2.6-Proxiaomi/mimo-v2.6-pro xiaomi 1.1M 1319 51.8% 6
10 Anthropic: Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1315 56.1% 7
11 Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1315 56.1% 7
12 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1312 54.7% 8
13 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1312 54.7% 8
14 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1M 1308 55% 9
15 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 1308 55% 9
16 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1308 50.4% 10
17 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1308 50.4% 10
18 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1306 55.4% 11
19 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1306 55.4% 11
20 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1302 56% 12
21 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1302 56% 12
22 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1298 61.2% 13
23 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1298 61.2% 13
24 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1298 52.6% 14
25 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1294 50.3% 15
26 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1291 60% 16
27 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1291 60% 16
28 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1290 55.1% 17
29 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1289 52.9% 18
30 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1283 52.9% 19