AMA

Value ranking

Best value on Output Stability

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
    Gemini 3 Pro
    Google
    80.00
    100.0 / $1.25/M
  2. 2
    GPT-5.5
    OpenAI
    66.67
    100.0 / $1.50/M
  3. 3
    Claude Sonnet 4.5
    Anthropic
    33.33
    100.0 / $3.00/M
  4. 4
    Claude Sonnet 4.6
    Anthropic
    18.35
    55.0 / $3.00/M
  5. 5
    Claude Opus 4.6
    Anthropic
    6.67
    100.0 / $15.00/M
  6. 6
    Claude Opus 4.7
    Anthropic
    5.26
    78.9 / $15.00/M
  7. 7
    Claude Opus 4.5
    Anthropic
    2.78
    41.7 / $15.00/M
  8. 8
    GPT-5.4
    OpenAI
    0.00
    0.0 / $1.50/M
Open full leaderboard

AI Model Analyzer does not recommend specific vendors; rankings are derived from public data only.