Filter candidates by latency and cost first, then run small A/B tests on critical tasks. Avoid production decisions from rank alone.
Capacidades de grandes modelos de linguagem.
Source: OpenRouter
Metrics: context_length_desc + avg_price_asc + owner_diversity
Update cadence: daily
Fetched at: 2026-11-02T14:00:57.660Z
Data version: v20261102T140057Z
Tamanho dos dados: 20
Method: webx-ranking-v2
| Posição | Modelo | Pontuação de listagem | Métrica-chave | 1M tokens (média) |
|---|---|---|---|---|
| 1 | DeepSeek: DeepSeek V4 Flash 0423 | 99.9 | 1.0M ctx | $0.14 |
| 2 | DeepSeek: DeepSeek V4 Flash Latest | 99.5 | 1.0M ctx | $0.18 |
| 3 | inclusionAI: Ling 3.1 Flash | 97.9 | 1.0M ctx | $0.15 |
| 4 | Inception: Mercury 3 | 97.2 | 1.0M ctx | $0.22 |
| 5 | TheDrummer: UnslopNemo 12B | 96.6 | 1.0M ctx | $0.40 |
| 6 | Reflection: Beam 1.0 501B A23B | 95.7 | 1.0M ctx | $0.63 |
| 7 | Z.ai: GLM Latest | 94.7 | 1.0M ctx | $0.73 |
| 8 | Meituan: LongCat 2.0 | 94.6 | 1.0M ctx | $0.75 |
| 9 | Xiaomi: MiMo-V2.5-Pro | 91.3 | 1.1M ctx | $1.14 |
| 10 | Z.ai: GLM 5.3 (batch) | 90.6 | 1.0M ctx | $1.23 |
| 11 | NVIDIA: Nemotron 3 Super | 89.5 | 1.0M ctx | $1.35 |
| 12 | MiniMax: MiniMax M1 | 87.4 | 1.0M ctx | $1.38 |
| 13 | Tencent: Hy4 preview | 86.7 | 1.0M ctx | $1.67 |
| 14 | Upstage: Solar Mini 4 | 79.7 | 524k ctx | $0.12 |
| 15 | Writer: Palmyra X5 | 72.4 | 1.0M ctx | $3.30 |
| 16 | Recursive: Flint (free) | 69.5 | 262k ctx | $0.00 |
| 17 | XingChen: Xing4.0 29B A4B (free) | 69.5 | 262k ctx | $0.00 |
| 18 | StepFun: Step 3.5 Flash | 68.9 | 262k ctx | $0.20 |
| 19 | Qwen: Qwen3.8 2.4T A95B | 66.7 | 1.0M ctx | $4.00 |
| 20 | Morph: Morph V3 Fast | 62 | 262k ctx | $1.00 |
Os preços desta tabela usam OpenRouter como fonte principal. Preços oficiais na matriz Token. Captura: 2026-11-02T14:00:57.660Z.