Technical specifications, benchmark results, and pricing from frontier AI labs worldwide — with verified sources and effective dates.
Full telemetry: parameters, context windows, benchmark scores, and API pricing per 1M tokens.
| Model & Datasheet | Lab / Creator | Region | Architecture / Params | Context | MMLU-Pro | SWE-bench | MATH | Pricing (Input / Output) | Effective Date |
|---|---|---|---|---|---|---|---|---|---|
| China | 238B (21B active) Multi-head Latent Attention (MLA) + DeepSeekMoE | 256k tokens | 90.6% | 61.2% | 93.1% | $0.07 / 1M tokens $0.14 / 1M tokens | 31.07.2026 | ||
| China | Proprietary Frontier Ultra Long-Context Dynamic Attention Transformer | 4M tokens | 91.8% | 64.5% | 94.1% | $0.80 / 1M tokens $2.40 / 1M tokens | 14.08.2026 | ||
| China | Proprietary (>600B MoE) Massive Mixture-of-Experts Frontier System | 1M tokens | 93.0% | 67.8% | 95.0% | $1.20 / 1M tokens $3.60 / 1M tokens | 30.08.2026 | ||
| China | 671B (37B active) Reinforcement Learning Reasoning MoE | 128k tokens | 90.8% | 49.2% | 97.3% | $0.55 / 1M tokens $2.19 / 1M tokens | 20.01.2025 | ||
| China | 671B (37B active) MLA + Auxiliary-loss-free MoE | 128k tokens | 88.5% | 42.0% | 89.3% | $0.14 / 1M tokens $0.28 / 1M tokens | 26.12.2024 | ||
| China | 72.7B Dense Dense Transformer Open Weights | 128k tokens | 86.1% | 41.5% | 83.1% | $0.35 / 1M tokens $0.70 / 1M tokens | 19.09.2024 | ||
| China | 32.5B Dense Specialized Code Synthesis Open Weights | 128k tokens | 80.5% | 47.6% | 85.4% | $0.20 / 1M tokens $0.40 / 1M tokens | 12.11.2024 | ||
| China | Proprietary Frontier Bilingual Cognitive MoE | 128k tokens | 86.4% | 39.0% | 83.2% | $1.40 / 1M tokens $1.40 / 1M tokens | 16.08.2024 | ||
| China | Proprietary MoE High-Speed MoE Transformer | 128k tokens | 87.2% | 40.5% | 84.0% | $0.14 / 1M tokens $0.14 / 1M tokens | 15.10.2024 | ||
| China | 389B (52B active) Large-Scale MoE Transformer | 256k tokens | 85.2% | 38.5% | 82.4% | Free / Self-Hosted Free / Self-Hosted | 05.11.2024 | ||
| China | Proprietary Large High-Throughput Enterprise Transformer | 128k tokens | 84.8% | 37.0% | 81.2% | $0.11 / 1M tokens $0.28 / 1M tokens | 15.05.2024 |
