Business · best for
Top picks for Job Application Drafting (2026)
Cover letters tailored per posting. Ranked from 357 live models on the OpenRouter catalog, weighted for low cost, reasoning quality.
What this is
A capability-matched shortlist, not a benchmark-tested winner. Models are scored by the fit of their declared specs (structured output, reasoning, context, modality, price) against Job Application Drafting. Pair with benchmark sources like Artificial Analysis or LMSys Arena before you ship. Full methodology →
| # | Model | Score | In / 1M | Out / 1M | Context | |
|---|---|---|---|---|---|---|
| 1 | Google: Gemma 4 26B A4B (free)google/gemma-4-26b-a4b-it:free | 116 | Free | Free | 262,144 | Details → |
| 2 | Google: Gemma 4 31B (free)google/gemma-4-31b-it:free | 116 | Free | Free | 262,144 | Details → |
| 3 | Qwen: Qwen3.5-9Bqwen/qwen3.5-9b | 116 | $0.10 | $0.15 | 262,144 | Details → |
| 4 | Google: Gemma 4 26B A4B google/gemma-4-26b-a4b-it | 115 | $0.06 | $0.33 | 262,144 | Details → |
| 5 | Google: Gemma 4 31Bgoogle/gemma-4-31b-it | 115 | $0.13 | $0.38 | 262,144 | Details → |
| 6 | ByteDance Seed: Seed-2.0-Minibytedance-seed/seed-2.0-mini | 115 | $0.10 | $0.40 | 262,144 | Details → |
| 7 | Qwen: Qwen3.5-Flashqwen/qwen3.5-flash-02-23 | 115 | $0.07 | $0.26 | 1,000,000 | Details → |
| 8 | ByteDance Seed: Seed 1.6 Flashbytedance-seed/seed-1.6-flash | 115 | $0.07 | $0.30 | 262,144 | Details → |
| 9 | xAI: Grok 4.1 Fastx-ai/grok-4.1-fast | 115 | $0.20 | $0.50 | 2,000,000 | Details → |
| 10 | Google: Gemini 2.5 Flash Lite Preview 09-2025google/gemini-2.5-flash-lite-preview-09-2025 | 115 | $0.10 | $0.40 | 1,048,576 | Details → |
| 11 | xAI: Grok 4 Fastx-ai/grok-4-fast | 115 | $0.20 | $0.50 | 2,000,000 | Details → |
| 12 | OpenAI: GPT-5 Nanoopenai/gpt-5-nano | 115 | $0.05 | $0.40 | 400,000 | Details → |
| 13 | Google: Gemini 2.5 Flash Litegoogle/gemini-2.5-flash-lite | 115 | $0.10 | $0.40 | 1,048,576 | Details → |
| 14 | NVIDIA: Nemotron 3 Nano 30B A3Bnvidia/nemotron-3-nano-30b-a3b | 115 | $0.05 | $0.20 | 262,144 | Details → |
| 15 | Mistral: Mistral Small 4mistralai/mistral-small-2603 | 115 | $0.15 | $0.60 | 262,144 | Details → |
How we ranked these
For Job Application Drafting, we weight models on low cost, reasoning quality. Higher means better. Scores combine each model's public metadata (context length, modality support, tool calling, structured output, reasoning capability) with live pricing. See full methodology →
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