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GPT-6 Astra vs Ling 3.0 Flash VL
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| Attribute | GPT-6 Astra | Ling 3.0 Flash VL |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 169 | — |
| Coding | 94 | 45 |
| Math | 95 | — |
| Reasoning & Knowledge | 99 | 40 |
| Agentic & Tools | 93 | — |
| Specifications | ||
| Developer | OpenAI | inclusionAI |
| Family | GPT | — |
| Released | Sep 3, 2026 | Sep 10, 2026 |
| Parameters | — | — |
| Availability | API access | — |
| Context window | 1.1M | 131K |
| Price — $/M input | $10.00 | $0.06 |
| Price — $/M output | $50.00 | $0.18 |
| Inputs | file, image, text | text, image, video |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 100% | — |
| APEX | 65% | — |
| ARC-AGI | 99% | — |
| ARC-AGI-2 | 95% | — |
| GPQA Diamond | 96% | 86% |
| Humanity's Last Exam | 55% | 22% |
| SciCode | 56% | 44% |
| SimpleQA Verified | 76% | — |
| WebDev Arena | 1800 | — |
| WeirdML | 94% | — |
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.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.