GPT-5 vs Grok 4.5
GPT-5 (OpenAI) and Grok 4.5 (xAI) compared on benchmarks, pricing, context window, and use-case rankings.
- Grok 4.5 leads on overall intelligence (ECI 154 vs 150).
- GPT-5 is cheaper on input tokens — $1.25 vs $2.00 per 1M.
- Grok 4.5 has a larger context window (500K vs 400K tokens).
- Grok 4.5 ranks higher for coding (91th vs 45th percentile).
| Attribute | GPT-5 | Grok 4.5 |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 150 | 154 |
| Coding | 45 | 91 |
| Math | 70 | 85 |
| Reasoning & Knowledge | 56 | 70 |
| Agentic & Tools | 35 | 75 |
| Specifications | ||
| Developer | OpenAI | xAI |
| Family | GPT | Grok |
| Released | Aug 7, 2025 | Jul 8, 2026 |
| Parameters | — | — |
| Availability | API access | API access |
| Context window | 400K | 500K |
| Price — $/M input | $1.25 | $2.00 |
| Price — $/M output | $10.00 | $6.00 |
| Inputs | text, image, file | text, image, file |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 91% | 98% |
| APEX | 18% | 34% |
| ARC-AGI | 66% | 87% |
| ARC-AGI-2 | 10% | 53% |
| FrontierMath | 32% | — |
| FrontierMath Tier 4 | 13% | — |
| GDPval (win/tie rate) | 38% | — |
| GPQA Diamond | 86% | 93% |
| GSO (code optimization) | 7% | — |
| Humanity's Last Exam | 25% | 40% |
| LiveCodeBench | 85% | — |
| MATH Level 5 | 98% | — |
| METR task horizon | 3.4 h | — |
| MMLU-Pro | 87% | — |
| SciCode | 43% | 54% |
| SimpleBench | 57% | 70% |
| SimpleQA Verified | 51% | 54% |
| SWE-bench Verified | 74% | — |
| Terminal-Bench | 50% | — |
| WebDev Arena | 1395 | 1551 |
| WeirdML | 61% | 46% |
| 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 better than Grok 4.5?
On Epoch AI's Capabilities Index, Grok 4.5 scores higher (154) than GPT-5 (150). The right pick depends on your task — compare their coding, math, and reasoning scores in the table above.
Which is cheaper, GPT-5 or Grok 4.5?
GPT-5 is cheaper on input tokens at $1.25 per million, versus $2.00 (representative OpenRouter pricing).
Which has a larger context window, GPT-5 or Grok 4.5?
Grok 4.5 supports up to 500K tokens, compared with 400K for the other.
Which is better for coding, GPT-5 or Grok 4.5?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Grok 4.5 ranks higher — 91th vs 45th 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.