# Gemini 3 Pro vs Hy4

> Side-by-side benchmark comparison for Gemini 3 Pro and Hy4 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemini-3-pro-vs-hy4
- Last updated: November 4, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Gemini 3 Pro and Hy4 share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Hy4 has the lower published output-token price.
- Gemini 3 Pro has the larger published context window at 2M.

## Model Snapshot

| Property | Gemini 3 Pro | Hy4 |
|----------|----------|----------|
| Creator | Google | Tencent |
| Type | Proprietary | Pending |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 2M | 1M |
| Independent public score (not head-to-head) | 60.68 | null |
| Benchmarks Covered | 27 | 15 |
| Pricing (input/output) | $2.00 / $12.00 | $0.834 / $2.501 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: Coming soon
- Hy4 public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | Hy4 | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 63.23% | Coming soon | Coming soon |
| JobBench | 11.4% | Coming soon | Coming soon |
| Terminal-Bench 4.0 | Coming soon | 44.40% | Coming soon |
| Terminal-Bench-Science 0.1 | Coming soon | 19.8% | Coming soon |
| HLE w/ tools | Coming soon | 59.1% | Coming soon |
| Agents' Last Exam | Coming soon | 41.0% | Coming soon |
| APEX-Agents | Coming soon | 75.2% | Coming soon |
| AutomationBench | Coming soon | 56.2% | Coming soon |
| OSWorld 2.1 | Coming soon | 78.9% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 43.6 (Estimated · #60/156)
- Hy4 public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | Hy4 | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | 14.30% | Coming soon | Coming soon |
| DeepSWE | Coming soon | 74.9% | Coming soon |
| sweMarathon | Coming soon | 43.8% | Coming soon |
| ProgramBench | Coming soon | 30.0% | Coming soon |
| FrontierCode 2.0 | Coming soon | 31.0% | Coming soon |
| PostTrainBench v1.2 | Coming soon | 35.2% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 50.1 (Unranked · 4 rankable rows)
- Hy4 public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | Hy4 | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | 31.1% | Coming soon | Coming soon |
| ARC-AGI-1 | 75.00% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 79.6 (#22/58)
- Hy4 public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | Hy4 | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 87.2% | Coming soon | Coming soon |
| MMMU-Pro | 81% | 78.6% | Gemini 3 Pro |
| RealWorldQA | 83.3% | Coming soon | Coming soon |
| OmniDocBench 1.5 | 88.5% | Coming soon | Coming soon |
| Video-MME (with subtitle) | 88.4% | Coming soon | Coming soon |
| Video-MME (w/o subtitle) | 87.7% | Coming soon | Coming soon |
| MathVision | 86.6% | Coming soon | Coming soon |
| We-Math | 86.9% | Coming soon | Coming soon |
| DynaMath | 85.1% | Coming soon | Coming soon |
| SimpleVQA | 73.2% | Coming soon | Coming soon |
| MMLongBench-Doc | 60.5% | Coming soon | Coming soon |
| CC-OCR | 79.0% | Coming soon | Coming soon |
| AI2D_TEST | 94.1% | Coming soon | Coming soon |
| CountBench | 97.3% | Coming soon | Coming soon |
| RefCOCO (avg) | 84.1% | Coming soon | Coming soon |
| ODINW13 | 46.3% | Coming soon | Coming soon |
| ERQA | 70.5% | Coming soon | Coming soon |
| VideoMMMU | 87.6% | Coming soon | Coming soon |
| MLVU (M-Avg) | 83.0% | Coming soon | Coming soon |
| ScreenSpot Pro | 72.7% | Coming soon | Coming soon |
| CharXiv | 81.4% | Coming soon | Coming soon |
| V* | 88.0% | Coming soon | Coming soon |
| ZeroBench w/ Python | Coming soon | 55.4% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 60.3 (Estimated · #45/179)
- Hy4 public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | Hy4 | Winner |
|-----------|-----------|-----------|--------|
| HLE | Coming soon | 59.1% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 86.1 (#48/157)
- Hy4 public-lane score: Coming soon

## FAQ

### Is there enough evidence to pick between Gemini 3 Pro and Hy4?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Gemini 3 Pro vs Gemini 3 Pro Deep Think](/compare/gemini-3-pro-vs-gemini-3-pro-deep-think)
- [Hy4 vs Gemini 3 Pro Deep Think](/compare/gemini-3-pro-deep-think-vs-hy4)
- [Gemini 3 Pro vs Hy4 preview](/compare/gemini-3-pro-vs-hy4-preview)
- [Hy4 vs Hy4 preview](/compare/hy4-vs-hy4-preview)

## Explore More

- [Gemini 3 Pro profile](/models/gemini-3-pro)
- [Hy4 profile](/models/hy4)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)