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Grok 4.5 vs Ling-1T
Grok 4.5 (xAI) and Ling-1T (Ant Group) compared on benchmarks, pricing, context window, and use-case rankings.
- Grok 4.5 ranks higher for coding (91th vs 14th percentile).
| Attribute | Grok 4.5 | Ling-1T |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 154 | — |
| Coding | 91 | 14 |
| Math | 85 | 9 |
| Reasoning & Knowledge | 70 | 16 |
| Agentic & Tools | 75 | 8 |
| Specifications | ||
| Developer | xAI | Ant Group |
| Family | Grok | — |
| Released | Jul 8, 2026 | Oct 10, 2025 |
| Parameters | — | 1T |
| Availability | API access | Open weights (unrestricted) |
| Context window | 500K | — |
| Price — $/M input | $2.00 | — |
| Price — $/M output | $6.00 | — |
| Inputs | text, image, file | — |
| Outputs | text | — |
| Benchmarks | ||
| AIME 2024/2025 | 98% | 71% |
| APEX | 34% | — |
| ARC-AGI | 87% | — |
| ARC-AGI-2 | 53% | — |
| GPQA Diamond | 93% | 72% |
| Humanity's Last Exam | 40% | 7% |
| SciCode | 54% | 35% |
| SimpleBench | 70% | — |
| SimpleQA Verified | 54% | — |
| WebDev Arena | 1551 | — |
| WeirdML | 46% | — |
| LiveCodeBench | — | 68% |
| MMLU-Pro | — | 82% |
| τ²-bench | — | 33% |
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
Which is better for coding, Grok 4.5 or Ling-1T?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Grok 4.5 ranks higher — 91th vs 14th 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.