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 Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 53.4
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 53.4
3 OpenAI: GPT-6 Astraopenai/gpt-6-astra openai 1.1M 52.8
4 OpenAI: GPT-6 Astra (batch)openai/gpt-6-astra:batch openai 1.1M 52.8
5 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 50.7
6 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 50.7
7 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 49.7
8 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 49.7
9 OpenAI: GPT-5.6 Solopenai/gpt-5.6-sol openai 1.1M 47.1
10 OpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batch openai 1.1M 47.1
11 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1.3M 44.9
12 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 44.9
13 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 44.4
14 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 43.8
15 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 43.8
16 OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terra openai 1.1M 42.3
17 OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batch openai 1.1M 42.3
18 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 42
19 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 42
20 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1.3M 41.9
21 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 41.9
22 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 41.2
23 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 41.2
24 Qwen: Qwen3.8 Max (0902)qwen/qwen3.8-max-0902 qwen 1M 40.3
25 Qwen: Qwen3.8 2.4T A95Bqwen/qwen3.8-2.4t-a95b qwen 1M 40
26 Qwen: Qwen3.8 2.4T A95B (batch)qwen/qwen3.8-2.4t-a95b:batch qwen 1M 40
27 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 39.8
28 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 39.4
29 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 39.4
30 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 39.1

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 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 78
4 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 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 76.1
19 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 76.1
20 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 74.9
21 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 74.9
22 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1.3M 74.8
23 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 74.8
24 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 74.3
25 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 74.3
26 Anthropic: Claude Opus 4.7anthropic/claude-opus-4.7 anthropic 1M 73.6
27 Anthropic: Claude Opus 4.7 (batch)anthropic/claude-opus-4.7:batch anthropic 1M 73.6
28 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 72.4
29 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 72.2
30 Qwen: Qwen3.8 2.4T A95Bqwen/qwen3.8-2.4t-a95b qwen 1M 71.9

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 58
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 58
3 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 56.2
4 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 56.2
5 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 53.4
6 Z.ai: GLM 5.3z-ai/glm-5.3 z-ai 1.3M 53.4
7 Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch z-ai 1M 53.4
8 OpenAI: GPT-6 Astraopenai/gpt-6-astra openai 1.1M 51.5
9 OpenAI: GPT-6 Astra (batch)openai/gpt-6-astra:batch openai 1.1M 51.5
10 Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash z-ai 1.3M 51.2
11 Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch z-ai 1M 51.2
12 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 51
13 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 51
14 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 50.6
15 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 50.6
16 OpenAI: GPT-5.6 Solopenai/gpt-5.6-sol openai 1.1M 50.5
17 OpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batch openai 1.1M 50.5
18 Qwen: Qwen3.8 2.4T A95Bqwen/qwen3.8-2.4t-a95b qwen 1M 50.4
19 Qwen: Qwen3.8 2.4T A95B (batch)qwen/qwen3.8-2.4t-a95b:batch qwen 1M 50.4
20 Qwen: Qwen3.8 Max (0902)qwen/qwen3.8-max-0902 qwen 1M 49.6
21 Qwen: Qwen3.8 27Bqwen/qwen3.8-27b qwen 1M 46.5
22 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 44.3
23 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 44.3
24 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 44
25 OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terra openai 1.1M 43.7
26 OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batch openai 1.1M 43.7
27 OpenAI: GPT-5.6 Lunaopenai/gpt-5.6-luna openai 1.1M 42.7
28 OpenAI: GPT-5.6 Luna (batch)openai/gpt-5.6-luna:batch openai 1.1M 42.7
29 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 42.6
30 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 42.6

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 1284 61.7% 1
2 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1284 61.7% 1
3 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1266 54.3% 2
4 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1266 54.3% 2
5 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1250 54.4% 3
6 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1250 54.4% 3
7 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1237 55.3% 4
8 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1237 55.3% 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 55.7% 6
12 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1222 51.5% 7
13 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1222 51.5% 7
14 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1214 50.3% 8
15 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1214 50.3% 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 1209 49.4% 10
18 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1209 49.4% 10
19 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1182 48.3% 11
20 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1181 47.8% 12
21 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1181 47.8% 12
22 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1180 55.4% 13
23 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1180 55.4% 13
24 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1179 42.6% 14
25 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1178 52.4% 15
26 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1178 52.4% 15
27 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1176 52.2% 16
28 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1176 52.2% 16
29 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1165 49.8% 17
30 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1161 46.6% 18

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 1298 59.1% 1
2 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1296 64.8% 2
3 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1296 64.8% 2
4 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1272 54.9% 3
5 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1272 54.9% 3
6 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1267 54.8% 4
7 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1264 53.8% 5
8 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1264 53.8% 5
9 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1259 54.5% 6
10 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1259 54.5% 6
11 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1256 57% 7
12 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1256 57% 7
13 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1251 55.1% 8
14 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1251 55.1% 8
15 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1251 64.1% 9
16 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1242 53.5% 10
17 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1225 64.7% 11
18 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1225 64.7% 11
19 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1218 53.3% 12
20 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1218 53.3% 12
21 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1217 62% 13
22 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1217 62% 13
23 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1204 57.9% 14
24 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1204 57.9% 14
25 Anthropic: Claude Opus 4.5anthropic/claude-opus-4.5 anthropic 200K 1197 65.5% 15
26 Anthropic: Claude Opus 4.5 (batch)anthropic/claude-opus-4.5:batch anthropic 200K 1197 65.5% 15
27 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1196 51.8% 16
28 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1196 52.9% 17
29 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1196 52.9% 17
30 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1195 47.3% 18

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 5anthropic/claude-fable-5 anthropic 1M 1344 70.2% 1
2 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1344 70.2% 1
3 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1270 62.2% 2
4 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1268 60.4% 3
5 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1268 60.4% 3
6 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1253 58.9% 4
7 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1253 58.9% 4
8 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1236 60% 5
9 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1236 60% 5
10 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1226 60.6% 6
11 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1226 60.6% 6
12 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1224 55.4% 7
13 MoonshotAI: Kimi K2.5moonshotai/kimi-k2.5 moonshotai 262.1K 1219 59.8% 8
14 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1212 52.4% 9
15 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1212 52.4% 9
16 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1199 48.5% 10
17 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1199 48.5% 10
18 MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code moonshotai 262.1K 1183 49.3% 11
19 Z.ai: GLM 4.6z-ai/glm-4.6 z-ai 204.8K 1180 53.2% 12
20 Google: Gemini 3 Flash Previewgoogle/gemini-3-flash-preview google 1M 1161 50.6% 13
21 Google: Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batch google 1M 1161 50.6% 13
22 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1160 47.1% 14
23 Z.ai: GLM 5z-ai/glm-5 z-ai 204.8K 1144 46.7% 15
24 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1142 40.1% 16
25 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1142 40.1% 16
26 OpenAI: GPT-5.2openai/gpt-5.2 openai 400K 1142 48.1% 17
27 OpenAI: GPT-5.2 (batch)openai/gpt-5.2:batch openai 400K 1142 48.1% 17
28 OpenAI: GPT-5.2-Codexopenai/gpt-5.2-codex openai 400K 1142 47.8% 18
29 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1141 39.4% 19
30 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1135 42.9% 20

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 1285 63.2% 1
2 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1285 63.2% 1
3 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1264 59.7% 2
4 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1264 59.7% 2
5 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1258 60.3% 3
6 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1228 58% 4
7 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1228 58% 4
8 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1225 53.7% 5
9 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1225 53.7% 5
10 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1211 52.4% 6
11 MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code moonshotai 262.1K 1209 53.8% 7
12 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1201 51.7% 8
13 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1192 52.3% 9
14 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1186 46.3% 10
15 MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch minimax 524.3K 1186 46.3% 10
16 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1183 49.7% 11
17 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1183 49.7% 11
18 SpaceXAI: Grok 4.20x-ai/grok-4.20 x-ai 2M 1180 45.7% 12
19 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1178 49% 13
20 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1167 43.7% 14
21 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1160 48.7% 15
22 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1160 48.7% 15
23 Z.ai: GLM 5z-ai/glm-5 z-ai 204.8K 1155 45.1% 16
24 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1154 41.7% 17
25 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1154 41.7% 17
26 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1150 46.6% 18
27 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1150 46.6% 18
28 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1142 40.1% 19
29 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1128 44.6% 20
30 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1074 35.6% 21

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 5anthropic/claude-fable-5 anthropic 1M 1306 62.6% 1
2 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1306 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 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1286 59.8% 3
6 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1286 59.8% 3
7 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1260 53% 4
8 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1260 53% 4
9 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1258 54.2% 5
10 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1248 55.3% 6
11 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1247 57.4% 7
12 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1247 57.4% 7
13 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1239 53.8% 8
14 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1236 55.7% 9
15 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1229 51.4% 10
16 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1229 51.4% 10
17 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1226 49.1% 11
18 MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch minimax 524.3K 1226 49.1% 11
19 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1210 48.6% 12
20 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1206 47.2% 13
21 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1205 48.8% 14
22 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1205 48.8% 14
23 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1180 42.1% 15
24 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1166 44.2% 16
25 Z.ai: GLM 5V Turboz-ai/glm-5v-turbo z-ai 202.8K 1165 51.9% 17
26 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1161 39.2% 18
27 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1161 39.2% 18
28 MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code moonshotai 262.1K 1159 44.6% 19
29 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1152 43.3% 20
30 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1152 43.3% 20

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 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1329 64.1% 1
2 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1329 64.1% 1
3 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1282 58.9% 3
4 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1282 58.9% 3
5 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1277 57.6% 4
6 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1277 57.6% 4
7 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1270 56.1% 5
8 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1270 56.1% 5
9 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1269 57.1% 6
10 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1268 59.3% 7
11 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1251 53.3% 8
12 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1251 53.3% 8
13 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1248 51.9% 9
14 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1247 49.5% 10
15 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1247 49.5% 10
16 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1244 56.5% 11
17 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1244 56.5% 11
18 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1238 53.9% 12
19 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1234 50.7% 13
20 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1226 57.5% 14
21 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1226 57.5% 14
22 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1226 49.8% 15
23 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1226 53.2% 16
24 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1226 53.2% 16
25 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1223 48.7% 17
26 MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch minimax 524.3K 1223 48.7% 17
27 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1220 46.8% 18
28 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1220 46.8% 18
29 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1213 56.9% 19
30 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1213 56.9% 19

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 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1352 70.3% 1
2 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1352 70.3% 1
3 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1343 67.2% 2
4 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1343 67.2% 2
5 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1280 61.5% 4
6 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1280 61.5% 4
7 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1271 55.7% 5
8 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1260 62.2% 6
9 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1259 59% 7
10 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1259 59% 7
11 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1256 56.1% 8
12 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1256 56.1% 8
13 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1247 61.3% 9
14 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1247 61.3% 9
15 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1228 61.5% 10
16 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1228 61.5% 10
17 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1222 64.3% 11
18 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1222 64.3% 11
19 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1221 49.4% 12
20 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1217 48.1% 13
21 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1209 44.6% 14
22 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1209 44.6% 14
23 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1207 57.3% 15
24 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1207 57.3% 15
25 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1207 48.9% 16
26 MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch minimax 524.3K 1207 48.9% 16
27 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1200 50.4% 17
28 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1196 46.3% 18
29 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1196 46.3% 18
30 MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code moonshotai 262.1K 1184 52% 19

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 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1348 67.1% 1
2 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1348 67.1% 1
3 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1310 63.5% 2
4 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1310 63.5% 2
5 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1283 57.6% 3
6 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1283 57.6% 3
7 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1273 57.7% 4
8 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1267 56.3% 5
9 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1267 56.3% 5
10 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1264 53.5% 6
11 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1264 53.5% 6
12 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1261 57.7% 8
13 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1261 57.7% 8
14 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1259 55.2% 9
15 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1248 63.6% 10
16 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1248 63.6% 10
17 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1244 60.4% 11
18 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1244 60.4% 11
19 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1241 52.4% 12
20 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1241 52.4% 12
21 Anthropic: Claude Opus 4.5anthropic/claude-opus-4.5 anthropic 200K 1225 60.7% 13
22 Anthropic: Claude Opus 4.5 (batch)anthropic/claude-opus-4.5:batch anthropic 200K 1225 60.7% 13
23 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1203 51.6% 14
24 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1203 51.6% 14
25 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1200 46% 15
26 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1200 52.1% 16
27 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1199 51.4% 17
28 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1199 51.4% 17
29 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1198 46.9% 18
30 MiniMax: MiniMax M3minimax/minimax-m3 minimax 1M 1197 46.1% 19

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 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1430 69.1% 1
2 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1430 69.1% 1
3 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1427 69.7% 2
4 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1427 69.7% 2
5 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1375 63.1% 3
6 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1368 62.1% 4
7 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1368 62.1% 4
8 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1350 62.1% 6
9 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1350 62.1% 6
10 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1348 61.7% 7
11 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1348 61.7% 7
12 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1336 62.6% 8
13 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1332 56.2% 9
14 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1332 56.2% 9
15 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1330 57.4% 10
16 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1330 57.4% 10
17 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1330 59.6% 11
18 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1311 52.9% 12
19 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1307 62.5% 13
20 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1307 62.5% 13
21 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1306 53.3% 14
22 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1306 53.3% 14
23 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1303 55.7% 15
24 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1301 57.6% 16
25 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1296 53.7% 17
26 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1293 50.7% 18
27 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1291 55.1% 19
28 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1291 55.1% 19
29 DeepSeek: DeepSeek V4 Pro 0423deepseek/deepseek-v4-pro deepseek 1M 1286 57% 20
30 Z.ai: GLM 5 Turboz-ai/glm-5-turbo z-ai 202.8K 1283 57.3% 21

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 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1380 69.3% 1
2 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1380 69.3% 1
3 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1357 69% 2
4 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1357 69% 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 1.1meta/muse-spark-1.1 meta 1M 1319 60.7% 4
8 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1318 59.4% 5
9 Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8 anthropic 1M 1299 62.9% 6
10 Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch anthropic 1M 1299 62.9% 6
11 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1298 59.7% 7
12 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1294 63.5% 8
13 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1294 63.5% 8
14 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1288 56% 9
15 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1288 56% 9
16 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1281 56.6% 10
17 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1280 59.5% 11
18 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1280 59.5% 11
19 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1276 63.2% 12
20 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1276 63.2% 12
21 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1276 60.2% 13
22 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1276 60.2% 13
23 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1256 60.1% 14
24 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1256 60.1% 14
25 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1240 51.2% 15
26 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1240 51.2% 15
27 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1237 53.6% 16
28 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1233 52.5% 17
29 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1233 52.5% 17
30 MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code moonshotai 262.1K 1229 49.6% 18

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 1274 66.3% 3
2 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google/gemini-3-pro-image-preview google 65.5K 1264 65.8% 4
3 OpenAI: GPT-5 Imageopenai/gpt-5-image openai 400K 1186 48.9% 7
4 Google: Nano Banana (Gemini 2.5 Flash Image)google/gemini-2.5-flash-image google 32.8K 1181 56.9% 9
5 OpenAI: GPT-5 Image Miniopenai/gpt-5-image-mini openai 400K 1179 47.7% 10

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 1286 65.1% 4
2 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google/gemini-3-pro-image-preview google 65.5K 1253 62.1% 5
3 OpenAI: GPT-5 Imageopenai/gpt-5-image openai 400K 1201 53.9% 9
4 Google: Nano Banana (Gemini 2.5 Flash Image)google/gemini-2.5-flash-image google 32.8K 1196 55.6% 10
5 OpenAI: GPT-5 Image Miniopenai/gpt-5-image-mini openai 400K 1193 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 1267 66% 2

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 1267 62.9% 4
2 Google: Nano Banana Pro (Gemini 3 Pro Image Preview)google/gemini-3-pro-image-preview google 65.5K 1245 61% 6
3 OpenAI: GPT-5 Image Miniopenai/gpt-5-image-mini openai 400K 1213 51.4% 8
4 OpenAI: GPT-5 Imageopenai/gpt-5-image openai 400K 1206 52.7% 9
5 Google: Nano Banana (Gemini 2.5 Flash Image)google/gemini-2.5-flash-image google 32.8K 1173 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 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1351 62.2% 1
2 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1351 62.2% 1
3 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1346 64.3% 2
4 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1346 64.3% 2
5 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1337 63.7% 3
6 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1337 63.7% 3
7 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1334 64.9% 4
8 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1334 64.9% 4
9 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1324 59.2% 5
10 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1313 68% 6
11 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1313 68% 6
12 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1282 60.5% 7
13 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1282 60.5% 7
14 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1265 51.5% 8
15 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1263 57.6% 9
16 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1263 57.6% 9
17 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1260 51.6% 10
18 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1255 60.9% 11
19 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1255 60.9% 11
20 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1250 51% 12
21 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1249 53.5% 13
22 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1249 53.5% 13
23 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1246 58.2% 14
24 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1245 57.4% 15
25 Qwen: Qwen3.7 Plusqwen/qwen3.7-plus qwen 1M 1241 50.9% 16
26 Z.ai: GLM 5 Turboz-ai/glm-5-turbo z-ai 202.8K 1234 56% 17
27 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1224 58.7% 18
28 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1224 58.7% 18
29 OpenAI: GPT-5.4openai/gpt-5.4 openai 1.1M 1222 57.8% 20
30 OpenAI: GPT-5.4 (batch)openai/gpt-5.4:batch openai 1.1M 1222 57.8% 20

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 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1378 63.9% 1
2 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1378 63.9% 1
3 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1366 62% 2
4 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1366 62% 2
5 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1364 60.1% 3
6 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1350 59.7% 5
7 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1350 59.7% 5
8 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1342 58.7% 6
9 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1336 58.3% 7
10 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1336 58.3% 7
11 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1334 58.2% 8
12 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1334 58.2% 8
13 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1323 56.7% 9
14 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1322 55.6% 10
15 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1322 55.6% 10
16 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1312 56.3% 11
17 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1312 56.3% 11
18 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1309 54% 12
19 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1303 59.9% 13
20 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1303 59.9% 13
21 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1302 53.3% 14
22 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1302 53.3% 14
23 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1298 54.9% 15
24 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1298 54.9% 15
25 Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview google 1M 1298 69.4% 16
26 Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch google 1M 1298 69.4% 16
27 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1297 52.3% 17
28 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1292 54.9% 18
29 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1292 55.9% 19
30 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1292 55.9% 19

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 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1394 65.3% 1
2 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1394 65.3% 1
3 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1363 61.8% 2
4 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1345 59.2% 3
5 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1345 59.2% 3
6 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1341 58.5% 4
7 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1341 58.5% 4
8 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1331 57.3% 5
9 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1328 58.3% 6
10 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1328 58.3% 6
11 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1323 56.7% 7
12 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1323 56.7% 7
13 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1322 57.4% 8
14 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1322 57.4% 8
15 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1317 55.4% 9
16 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1317 55.4% 9
17 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1313 53.1% 10
18 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1308 53.8% 12
19 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1308 53.8% 12
20 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1307 61.2% 13
21 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1307 61.2% 13
22 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1296 51.5% 14
23 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1294 59.4% 15
24 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1294 59.4% 15
25 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1294 53.9% 16
26 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1294 53.9% 16
27 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1294 52.9% 17
28 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1293 55.2% 18
29 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1290 54.8% 19
30 Xiaomi: MiMo-V2.5-Proxiaomi/mimo-v2.5-pro xiaomi 1.1M 1290 54.3% 20

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 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1366 67% 1
2 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1365 63.7% 2
3 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1365 63.7% 2
4 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1364 64% 3
5 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1364 64% 3
6 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1356 61.3% 4
7 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1356 61.3% 4
8 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1349 61.4% 5
9 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1345 60.8% 6
10 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1328 58.4% 7
11 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1328 58.4% 7
12 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1328 59.1% 8
13 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1328 59.1% 8
14 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1315 54.3% 9
15 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1315 54.3% 9
16 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1313 53.4% 10
17 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1313 53.4% 10
18 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1305 51.9% 11
19 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1297 58.6% 12
20 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1297 58.6% 12
21 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1296 58.3% 13
22 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1296 58.3% 13
23 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1292 54.5% 14
24 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1291 53.2% 15
25 Qwen: Qwen3.7 Plusqwen/qwen3.7-plus qwen 1M 1289 53.3% 16
26 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1287 49.8% 17
27 Z.ai: GLM 5 Turboz-ai/glm-5-turbo z-ai 202.8K 1281 56.6% 18
28 Xiaomi: MiMo-V2.5-Proxiaomi/mimo-v2.5-pro xiaomi 1.1M 1280 52.5% 19
29 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1277 56.2% 20
30 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1277 56.2% 20

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 Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1426 69.2% 1
2 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1426 69.2% 1
3 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1420 66.1% 2
4 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1420 66.1% 2
5 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1366 62.4% 3
6 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1366 62.4% 3
7 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1366 59.9% 4
8 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1366 59.9% 4
9 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1360 61.5% 5
10 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1346 59.9% 6
11 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1346 59.9% 6
12 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1344 58.4% 7
13 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1344 58.4% 7
14 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1336 58.1% 8
15 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1326 54.8% 9
16 OpenAI: GPT-5.5openai/gpt-5.5 openai 1.1M 1324 59.4% 10
17 OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batch openai 1.1M 1324 59.4% 10
18 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1316 54.6% 12
19 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1316 54.6% 12
20 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1307 53.1% 13
21 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1307 53.1% 13
22 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1304 61% 14
23 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1304 61% 14
24 Meta: Muse Spark 1.1meta/muse-spark-1.1 meta 1M 1304 52.3% 15
25 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1296 54.8% 16
26 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1294 49.8% 17
27 Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash google 1M 1290 54.5% 18
28 Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch google 1M 1290 54.5% 18
29 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1288 51.4% 19
30 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1288 51.4% 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 MoonshotAI: Kimi K3moonshotai/kimi-k3 moonshotai 1M 1358 61.5% 1
2 MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch moonshotai 1M 1358 61.5% 1
3 Meta: Muse Spark 1.3meta/muse-spark-1.3 meta 1M 1357 61.2% 2
4 Meta: Muse Spark 1.2meta/muse-spark-1.2 meta 1M 1324 56.1% 3
5 Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1 anthropic 1M 1323 56.4% 4
6 Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batch anthropic 1M 1323 56.4% 4
7 Claude Opus 5anthropic/claude-opus-5 anthropic 1M 1322 56.5% 5
8 Claude Opus 5 (batch)anthropic/claude-opus-5:batch anthropic 1M 1322 56.5% 5
9 Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash google 1M 1316 57.1% 6
10 Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch google 1M 1316 57.1% 6
11 Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash google 1M 1315 55.9% 7
12 Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch google 1M 1315 55.9% 7
13 Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash google 1M 1313 55.6% 8
14 Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch google 1M 1313 55.6% 8
15 Z.ai: GLM 5.2z-ai/glm-5.2 z-ai 1M 1312 55.8% 9
16 Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch z-ai 1M 1312 55.8% 9
17 Anthropic: Claude Fable 5anthropic/claude-fable-5 anthropic 1M 1311 56.9% 10
18 Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batch anthropic 1M 1311 56.9% 10
19 SpaceXAI: Grok 4.6x-ai/grok-4.6 x-ai 500K 1310 53.2% 11
20 Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6 anthropic 1M 1306 61.2% 12
21 Anthropic: Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batch anthropic 1M 1306 61.2% 12
22 Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 anthropic 1M 1299 60% 13
23 Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch anthropic 1M 1299 60% 13
24 SpaceXAI: Grok 4.5x-ai/grok-4.5 x-ai 500K 1299 53.4% 14
25 Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 anthropic 1M 1292 53.8% 16
26 Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch anthropic 1M 1292 53.8% 16
27 Z.ai: GLM 5.1z-ai/glm-5.1 z-ai 204.8K 1290 55.1% 17
28 Xiaomi: MiMo-V2.5-Proxiaomi/mimo-v2.5-pro xiaomi 1.1M 1290 53.9% 18
29 Qwen: Qwen3.7 Maxqwen/qwen3.7-max qwen 1M 1287 55.2% 19
30 MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 moonshotai 262.1K 1284 54.2% 20