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Best AI for agents and automation

For tasks that take several steps and tools, like coding agents and workflows. Claude Fable 5.2 has the highest quality score this week.

Updated 14 November 2026. Top 15 of 49 ranked models.

  1. Claude Fable 5.2 Anthropic

    Highest quality score among models with enough votes.

    100.0 $16 per 1M tokens
  1. Claude Opus 5.5 Anthropic

    Quality score 98.2 out of 100.

    98.2 $8.00 per 1M tokens
  2. Quality score 96.4 out of 100.

    96.4 $4.00 per 1M tokens
  3. Claude Sonnet 5.5 Anthropic

    Quality score 94.6 out of 100.

    94.6 $4.00 per 1M tokens
  4. Claude Fable 5.1 Anthropic

    Quality score 92.9 out of 100.

    92.9 $20 per 1M tokens
  5. GPT-6 Astra OpenAI

    Quality score 91.1 out of 100.

    91.1 $20 per 1M tokens
  6. GPT-6.1 Sol OpenAI

    Quality score 89.3 out of 100.

    89.3 $4.00 per 1M tokens
  7. GPT-6.1 Terra OpenAI

    Quality score 87.5 out of 100.

    87.5 $2.00 per 1M tokens
  8. Quality score 85.7 out of 100.

    85.7 $4.00 per 1M tokens
  9. Quality score 83.9 out of 100.

    83.9
  10. Claude Fable 5 Anthropic

    Quality score 82.1 out of 100.

    82.1 $20 per 1M tokens
  11. Claude Opus 5 Anthropic

    Quality score 80.4 out of 100.

    80.4 $10 per 1M tokens
  12. GPT-6 Sol OpenAI

    Quality score 78.6 out of 100.

    78.6 $4.00 per 1M tokens
  13. Hy4 Tencent

    Quality score 76.8 out of 100.

    76.8 $0.63 per 1M tokens
  14. Kimi K3.1 Pro Moonshot AI

    Quality score 75.0 out of 100.

    75.0 $4.00 per 1M tokens

Best value for money

Quality and price together: 60% quality score, 40% price compared with the other models here. Prices are list prices per million tokens, weighted 3 parts input to 1 part output.

  1. Strong quality at one of the lowest prices.

    76.7 $0.089 per 1M tokens
  1. Inkling 2 Small Thinking Machines

    Strong quality at one of the lowest prices.

    74.5 $0.47 per 1M tokens
  2. Hy4 Tencent

    Good balance of quality and price.

    74.2 $0.63 per 1M tokens
  3. GPT-6.1 Terra OpenAI

    Good balance of quality and price.

    72.5 $2.00 per 1M tokens
  4. MiMo V2.6 Pro Xiaomi

    Strong quality at one of the lowest prices.

    71.4 $0.54 per 1M tokens

How this ranking works

The quality score (0 to 100) is a model's percentile in blind, side-by-side votes from people comparing anonymous answers. Models whose results overlap within the margin of error are shown as tied. A model rated by few people is labelled "Limited data" and can't take first place until more votes come in.

Read the full methodology

Source: Arena Leaderboard Dataset (lmarena-ai), CC BY 4.0; Prices: OpenRouter (openrouter.ai/models).