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 November 7, 2026, DeepSeek: DeepSeek V4.1 Flash (batch) ranks #1 for best for agentic workloads at agentic traffic share 44.3%.

  1. #1 DeepSeek: DeepSeek V4.1 Flash (batch) - Agentic traffic share 44.3%
  2. #2 Z.ai: GLM 5.3 Flash (batch) - Agentic traffic share 24.0%
  3. #3 OpenAI: GPT-6 Luna (batch) - Agentic traffic share 10.7%
  4. #4 Anthropic: Claude Haiku 5.5 (batch) - Agentic traffic share 4.4%
  5. #5 OpenAI: GPT-6.1 Sol (batch) - Agentic traffic share 3.0%
  6. #6 OpenAI: GPT-5.6 Luna (batch) - Agentic traffic share 2.7%
  7. #7 MiniMax: MiniMax M3.1 Flash - Agentic traffic share 2.6%
  8. #8 Z.ai: GLM 5.3 (batch) - Agentic traffic share 2.6%
  9. #9 Tencent: Hy4 preview - Agentic traffic share 2.3%
  10. #10 DeepSeek: DeepSeek V4 Flash 0423 - Agentic traffic share 1.8%
15 eligible models, sorted by agentic traffic share
#ModelAgentic traffic share
01DeepSeek: DeepSeek V4.1 Flash (batch)44.3%
02Z.ai: GLM 5.3 Flash (batch)24.0%
03OpenAI: GPT-6 Luna (batch)10.7%
04Anthropic: Claude Haiku 5.5 (batch)4.4%
05OpenAI: GPT-6.1 Sol (batch)3.0%
06OpenAI: GPT-5.6 Luna (batch)2.7%
07MiniMax: MiniMax M3.1 Flash2.6%
08Z.ai: GLM 5.3 (batch)2.6%
09Tencent: Hy4 preview2.3%
10DeepSeek: DeepSeek V4 Flash 04231.8%
11Google: Gemini 3.1 Flash Lite (batch)0.5%
12Google: Gemma 4 26B A4B (free)0.4%
13OpenAI: gpt-oss-20b (batch)0.3%
14OpenAI: GPT-4o-mini (batch)0.2%
15OpenAI: GPT-5.6 Terra (batch)0.1%

Source: OpenRouter (openrouter.ai/rankings), as of November 7, 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.