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Value ranking

Best value on Output Stability

As of October 25, 2026, the best value on Output Stability is GPT-6 Luna, at 1336.20 normalized points per dollar of input price ($0.05 per million tokens, score 66.8).

How consistent the model's outputs are across repeated runs of the same task. Higher means lower variance, fewer occasional hallucinations under identical inputs. Useful for production loops that need reproducible behaviour.

“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
    GPT-6 Luna
    OpenAI
    1336.20
    66.8 / $0.05/M
  2. 2
    DeepSeek V4 Flash 0423
    DeepSeek
    1098.90
    100.0 / $0.09/M
  3. 3
    DeepSeek V4 Pro 0423
    DeepSeek
    371.36
    77.5 / $0.21/M
  4. 4
    GPT-5.6 Luna
    OpenAI
    202.20
    20.2 / $0.10/M
  5. 5
    Gemini 3.5 Flash Lite
    Google
    118.80
    17.8 / $0.15/M
  6. 6
    Kimi K2.7 Code
    Moonshot (Kimi)
    105.26
    100.0 / $0.95/M
  7. 7
    GPT-5.6 Terra
    OpenAI
    100.00
    100.0 / $1.00/M
  8. 8
    Gemini 3.8 Flash
    Google
    83.01
    31.1 / $0.38/M
  9. 9
    GLM 5.3
    Zhipu AI (GLM)
    67.98
    95.2 / $1.40/M
  10. 10
    GPT-5.6 Sol
    OpenAI
    50.00
    100.0 / $2.00/M
  11. 11
    Claude Sonnet 5
    Anthropic
    50.00
    100.0 / $2.00/M
  12. 12
    GPT-6 Sol
    OpenAI
    47.39
    47.4 / $1.00/M
  13. 13
    Claude Sonnet 5.5
    Anthropic
    37.01
    74.0 / $2.00/M
  14. 14
    GPT-6.1 Sol
    OpenAI
    36.75
    36.8 / $1.00/M
  15. 15
    Claude Sonnet 4.6
    Anthropic
    26.12
    78.3 / $3.00/M
  16. 16
    Claude Opus 5.5
    Anthropic
    25.00
    100.0 / $4.00/M
  17. 17
    GPT-5.5
    OpenAI
    20.18
    50.4 / $2.50/M
  18. 18
    Claude Opus 4.6
    Anthropic
    20.00
    100.0 / $5.00/M
  19. 19
    GPT-6 Astra
    OpenAI
    17.85
    89.3 / $5.00/M
  20. 20
    Kimi K3
    Moonshot (Kimi)
    14.48
    43.5 / $3.00/M
  21. 21
    Claude Opus 4.7
    Anthropic
    14.23
    71.2 / $5.00/M
  22. 22
    Claude Fable 5.1
    Anthropic
    0.91
    9.1 / $10.00/M
  23. 23
    Claude Opus 4.8
    Anthropic
    0.27
    1.4 / $5.00/M
  24. 24
    Claude Opus 5
    Anthropic
    0.00
    0.0 / $5.00/M
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AI Model Analyzer does not recommend specific vendors; rankings are derived from public data only.