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Value ranking

Best value on RULER 128k

As of October 25, 2026, the best value on RULER 128k is Gemini 1.5 Flash, at 1116.27 normalized points per dollar of input price ($0.08 per million tokens, score 83.7).

Long-context retrieval and reasoning suite. We report the 128k token effective-context score.

“Value” is normalized benchmark score (0–100 for this leaderboard cohort) divided by input price per million tokens. Higher means more capability per dollar on this axis only — always sanity-check latency, context length, and your real workload.

  1. 1
    Gemini 1.5 Flash
    Google
    1116.27
    83.7 / $0.08/M
  2. 2
    Gemini 2.0 Flash
    Google
    953.50
    95.3 / $0.10/M
  3. 3
    Qwen3 235B
    Alibaba (Qwen)
    930.22
    83.7 / $0.09/M
  4. 4
    Llama 4 Scout
    Meta
    720.90
    72.1 / $0.10/M
  5. 5
    Llama 3.3 70B Instruct
    Meta
    581.40
    58.1 / $0.10/M
  6. 6
    Llama 4 Maverick
    Meta
    471.31
    88.4 / $0.19/M
  7. 7
    GPT-4o mini
    OpenAI
    465.13
    69.8 / $0.15/M
  8. 8
    DeepSeek V3
    DeepSeek
    272.66
    79.1 / $0.29/M
  9. 9
    DeepSeek R1
    DeepSeek
    167.44
    83.7 / $0.50/M
  10. 10
    Qwen2.5 72B Instruct
    Alibaba (Qwen)
    161.50
    58.1 / $0.36/M
  11. 11
    Gemini 2.5 Pro
    Google
    160.00
    100.0 / $0.63/M
  12. 12
    Llama 3.1 70B Instruct
    Meta
    122.10
    48.8 / $0.40/M
  13. 13
    Claude 3.5 Haiku
    Anthropic
    87.21
    69.8 / $0.80/M
  14. 14
    Gemini 1.5 Pro
    Google
    78.14
    97.7 / $1.25/M
  15. 15
    o3-mini
    OpenAI
    76.11
    83.7 / $1.10/M
  16. 16
    o3
    OpenAI
    48.84
    97.7 / $2.00/M
  17. 17
    Grok 2
    xAI
    34.88
    69.8 / $2.00/M
  18. 18
    GPT-4o
    OpenAI
    33.49
    83.7 / $2.50/M
  19. 19
    Claude Sonnet 4
    Anthropic
    31.01
    93.0 / $3.00/M
  20. 20
    Grok 3
    xAI
    31.01
    93.0 / $3.00/M
  21. 21
    Claude 3.5 Sonnet
    Anthropic
    29.46
    88.4 / $3.00/M
  22. 22
    o1-mini
    OpenAI
    26.36
    79.1 / $3.00/M
  23. 23
    Mistral Large 2
    Mistral
    23.25
    46.5 / $2.00/M
  24. 24
    Llama 3.1 405B Instruct
    Meta
    16.61
    58.1 / $3.50/M
  25. 25
    Claude Opus 4
    Anthropic
    6.51
    97.7 / $15.00/M
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AI Model Analyzer does not recommend specific vendors; rankings are derived from public data only.