GPT-5.6 Sol vs GPT-5.5 Pro

Head-to-head technical comparison of intelligence, capabilities, and API pricing.

GPT-5.6 Sol
OpenAI
AI Mastery Index95.7
LMSYS Arena1483
Technical (MMLU-Pro)95.1%
Cost per 1M Tokens$4
GPT-5.5 Pro
OpenAI
AI Mastery Index94.2
LMSYS Arena1468
Technical (MMLU-Pro)94.2%
Cost per 1M Tokens$30

Which should you use?

GPT-5.6 Sol supersedes GPT-5.5 Pro in OpenAI's line-up, so this is an upgrade question rather than a bake-off.

GPT-5.6 Sol is also cheaper — $4 against $30 per 1M input tokens — so staying on GPT-5.5 Pro costs more for less.

Cost is the sharper difference: GPT-5.5 Pro is 7.5x the input price of GPT-5.6 Sol ($30 against $4 per 1M), so at volume the choice is usually decided by budget rather than benchmarks.

Pick GPT-5.6 Sol when

  • Higher composite index — 95.7 against 94.2, a gap of 1.5 points.
  • Ahead on Arena Elo by 15 points (1483 vs 1468), which is outside the board's published confidence intervals.
  • Stronger on MMLU-Pro: 95.1% against 94.2%.
  • Cheaper input tokens — $4 against $30 per 1M, so GPT-5.5 Pro costs 7.5x as much to feed.
  • Better value per point of measured capability: $0.042 per index point against $0.318.

Pick GPT-5.5 Pro when

On these measures GPT-5.5 Pro does not lead GPT-5.6 Sol anywhere, so pick it only for reasons outside this table — an existing integration, a region, or a contract.

Value per point of measured capability, at list input pricing: GPT-5.6 Sol $0.042 · GPT-5.5 Pro $0.318 per index point. Run your own token mix through the token cost calculator — a comparison at list price ignores caching and batch discounts, which move real bills more than this gap does.

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