Value ranking
Best value on Safety Handling
How well the model handles safety-sensitive prompts without false-refusing benign requests or producing unsafe output. The upstream signal does not separate refusal counts from substantive content-safety behaviour, so this single axis covers both.
“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.
- 1Gemini 3 ProGoogle80.00100.0 / $1.25/M
- 2GPT-5.5OpenAI66.67100.0 / $1.50/M
- 3GPT-5.4OpenAI48.2072.3 / $1.50/M
- 4Claude Sonnet 4.5Anthropic33.33100.0 / $3.00/M
- 5Claude Opus 4.6Anthropic6.67100.0 / $15.00/M
- 6Claude Opus 4.7Anthropic6.67100.0 / $15.00/M
- 7Claude Opus 4.5Anthropic3.9058.5 / $15.00/M
- 8Claude Sonnet 4.6Anthropic0.000.0 / $3.00/M
AI Model Analyzer does not recommend specific vendors; rankings are derived from public data only.