SmophyAI

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Themed ranking

Best for agentic workloads

Ranked by real agentic-task usage share, weighted across five real OpenRouter agent tags (tool dispatch, workflow execution, planning, and more).

As of September 23, 2026, Z.ai: GLM 5.3 Flash (batch) ranks #1 for best for agentic workloads at agentic traffic share 19.3%.

  1. #1 Z.ai: GLM 5.3 Flash (batch) - Agentic traffic share 19.3%
  2. #2 DeepSeek: DeepSeek V4 Flash 0423 - Agentic traffic share 18.0%
  3. #3 DeepSeek: DeepSeek V4.1 Flash (batch) - Agentic traffic share 16.4%
  4. #4 OpenAI: GPT-5.6 Luna (batch) - Agentic traffic share 14.6%
  5. #5 Tencent: Hy4 preview - Agentic traffic share 10.8%
  6. #6 Tencent: Hy3 - Agentic traffic share 5.3%
  7. #7 Xiaomi: MiMo-V2.5 - Agentic traffic share 5.3%
  8. #8 Z.ai: GLM 5.2 (free) - Agentic traffic share 3.3%
  9. #9 Google: Gemini 3.8 Flash (batch) - Agentic traffic share 2.2%
  10. #10 OpenAI: GPT-6 Astra (batch) - Agentic traffic share 1.6%
18 eligible models, sorted by agentic traffic share
#ModelAgentic traffic share
01Z.ai: GLM 5.3 Flash (batch)19.3%
02DeepSeek: DeepSeek V4 Flash 042318.0%
03DeepSeek: DeepSeek V4.1 Flash (batch)16.4%
04OpenAI: GPT-5.6 Luna (batch)14.6%
05Tencent: Hy4 preview10.8%
06Tencent: Hy35.3%
07Xiaomi: MiMo-V2.55.3%
08Z.ai: GLM 5.2 (free)3.3%
09Google: Gemini 3.8 Flash (batch)2.2%
10OpenAI: GPT-6 Astra (batch)1.6%
11Meta: Muse Spark 1.3 Contributor0.9%
12Google: Gemma 4 26B A4B (free)0.6%
13Google: Gemini 2.5 Flash Lite (batch)0.5%
14OpenAI: GPT-4o-mini (batch)0.3%
15Google: Gemini 3.5 Flash Lite (batch)0.3%
16OpenAI: GPT-5.6 Terra (batch)0.2%
17Perplexity: Sonar0.1%
18MiniMax: MiniMax M30.1%

Source: OpenRouter (openrouter.ai/rankings), as of September 23, 2026.

Benchmark scores: Artificial Analysis (artificialanalysis.ai) via OpenRouter (openrouter.ai/rankings).

Methodology: www.smophy.ai/benchmark/methodology

Token counts originate from each provider's own tokenizer and are not directly comparable across providers.