GPT-5.6 Sol vs Grok 4.6
GPT-5.6 Sol (OpenAI) and Grok 4.6 (xAI) compared on benchmarks, pricing, context window, and use-case rankings.
- GPT-5.6 Sol leads on overall intelligence (ECI 162 vs 156).
- Grok 4.6 is cheaper on input tokens — $2.00 vs $4.00 per 1M.
- GPT-5.6 Sol has a larger context window (1.1M vs 500K tokens).
- Grok 4.6 ranks higher for coding (86th vs 85th percentile).
| Attribute | GPT-5.6 Sol | Grok 4.6 |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 162 | 156 |
| Coding | 85 | 86 |
| Math | 91 | 87 |
| Reasoning & Knowledge | 89 | 69 |
| Agentic & Tools | 52 | 91 |
| Specifications | ||
| Developer | OpenAI | xAI |
| Family | GPT | Grok |
| Released | Jul 9, 2026 | Aug 12, 2026 |
| Parameters | — | — |
| Availability | API access | API access |
| Context window | 1.1M | 500K |
| Price — $/M input | $4.00 | $2.00 |
| Price — $/M output | $20.00 | $6.00 |
| Inputs | file, image, text | text, image, file |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 100% | 99% |
| APEX | 51% | 65% |
| ARC-AGI | 98% | 88% |
| ARC-AGI-2 | 93% | 67% |
| GPQA Diamond | 93% | 94% |
| GSO (code optimization) | 76% | — |
| Humanity's Last Exam | 50% | 43% |
| SciCode | 57% | 56% |
| SimpleBench | 72% | 76% |
| SimpleQA Verified | 70% | 49% |
| WebDev Arena | 1617 | 1618 |
| WeirdML | 89% | 67% |
| τ²-bench | 85% | — |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
Frequently asked questions
Is GPT-5.6 Sol better than Grok 4.6?
On Epoch AI's Capabilities Index, GPT-5.6 Sol scores higher (162) than Grok 4.6 (156). The right pick depends on your task — compare their coding, math, and reasoning scores in the table above.
Which is cheaper, GPT-5.6 Sol or Grok 4.6?
Grok 4.6 is cheaper on input tokens at $2.00 per million, versus $4.00 (representative OpenRouter pricing).
Which has a larger context window, GPT-5.6 Sol or Grok 4.6?
GPT-5.6 Sol supports up to 1.1M tokens, compared with 500K for the other.
Which is better for coding, GPT-5.6 Sol or Grok 4.6?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Grok 4.6 ranks higher — 86th vs 85th percentile among the models tracked on Model Beat.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.