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Best AI model for Marketing Copy (2026)

Headlines, ad copy, and brand voice. Ranked from 343 live models on the OpenRouter catalog, weighted for reasoning quality, low cost.

#ModelScoreIn / 1MOut / 1MContext
1 Google: Gemma 4 26B A4B (free)google/gemma-4-26b-a4b-it:free 114 Free Free 262,144 Try →
2 Google: Gemma 4 26B A4B google/gemma-4-26b-a4b-it 114 $0.07 $0.35 262,144 Try →
3 Google: Gemma 4 31B (free)google/gemma-4-31b-it:free 114 Free Free 262,144 Try →
4 Qwen: Qwen3.5-9Bqwen/qwen3.5-9b 114 $0.10 $0.15 262,144 Try →
5 ByteDance Seed: Seed-2.0-Minibytedance-seed/seed-2.0-mini 114 $0.10 $0.40 262,144 Try →
6 Qwen: Qwen3.5-Flashqwen/qwen3.5-flash-02-23 114 $0.07 $0.26 1,000,000 Try →
7 ByteDance Seed: Seed 1.6 Flashbytedance-seed/seed-1.6-flash 114 $0.07 $0.30 262,144 Try →
8 Google: Gemini 2.5 Flash Lite Preview 09-2025google/gemini-2.5-flash-lite-preview-09-2025 114 $0.10 $0.40 1,048,576 Try →
9 OpenAI: GPT-5 Nanoopenai/gpt-5-nano 114 $0.05 $0.40 400,000 Try →
10 Google: Gemini 2.5 Flash Litegoogle/gemini-2.5-flash-lite 114 $0.10 $0.40 1,048,576 Try →
11 Google: Gemma 4 31Bgoogle/gemma-4-31b-it 113 $0.13 $0.38 262,144 Try →
12 OpenAI: GPT-5.4 Nanoopenai/gpt-5.4-nano 113 $0.20 $1.25 400,000 Try →
13 Mistral: Mistral Small 4mistralai/mistral-small-2603 113 $0.15 $0.60 262,144 Try →
14 Qwen: Qwen3.5-35B-A3Bqwen/qwen3.5-35b-a3b 113 $0.16 $1.30 262,144 Try →
15 Z.ai: GLM 4.6Vz-ai/glm-4.6v 113 $0.30 $0.90 131,072 Try →

How we ranked these

For Marketing Copy, we weight models on reasoning quality, low cost. Higher means better. Scores combine OpenRouter's model metadata (context length, modality support, tool calling, structured output, reasoning capability) with public pricing. See full methodology →

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