# Hy3 Preview vs LLaDA2.2-flash

> Side-by-side benchmark comparison for Hy3 Preview and LLaDA2.2-flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/hy3-preview-vs-llada2-2-flash
- Last updated: September 10, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: Hy3 Preview and LLaDA2.2-flash 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.
- Hy3 Preview has the larger published context window at 256K.

## Model Snapshot

| Property | Hy3 Preview | LLaDA2.2-flash |
|----------|----------|----------|
| Creator | Tencent | InclusionAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 128K |
| Independent public score (not head-to-head) | 55.34 | null |
| Benchmarks Covered | 6 | 8 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 47.7 (Estimated · #69/152)
- LLaDA2.2-flash public-lane score: Coming soon

| Benchmark | Hy3 Preview | LLaDA2.2-flash | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 54.4% | Coming soon | Coming soon |
| Gert Labs | 36.91% | Coming soon | Coming soon |
| τ²-bench results | Coming soon | 80.3% | Coming soon |
| Claw-Eval | Coming soon | 64.2% | Coming soon |
| PinchBench | Coming soon | 81.7% | Coming soon |
| MCP Atlas | Coming soon | 46.2% | Coming soon |
| BFCL v4 | Coming soon | 60.8% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 44.3 (Estimated · #92/151)
- LLaDA2.2-flash public-lane score: Coming soon

| Benchmark | Hy3 Preview | LLaDA2.2-flash | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.4% | 49.3% | Hy3 Preview |
| Terminal-Bench 2.0 | 54.4% | Coming soon | Coming soon |
| SWE-bench Pro | Coming soon | 30.1% | Coming soon |
| SWE Multilingual | Coming soon | 25% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 48.8 (Estimated · #89/183)
- LLaDA2.2-flash public-lane score: Coming soon

| Benchmark | Hy3 Preview | LLaDA2.2-flash | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 87.2% | Coming soon | Coming soon |
| GPQA-D | 87.2% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 54.8 (#76/123)
- LLaDA2.2-flash public-lane score: Coming soon

## FAQ

### Is there enough evidence to pick between Hy3 Preview and LLaDA2.2-flash?

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

- [Hy3 Preview vs Hy3](/compare/hy3-vs-hy3-preview)
- [LLaDA2.2-flash vs Hy3](/compare/hy3-vs-llada2-2-flash)
- [Hy3 Preview vs LLaDA2.2-mini](/compare/hy3-preview-vs-llada2-2-mini)
- [LLaDA2.2-flash vs LLaDA2.2-mini](/compare/llada2-2-flash-vs-llada2-2-mini)

## Explore More

- [Hy3 Preview profile](/models/hy3-preview)
- [LLaDA2.2-flash profile](/models/llada2-2-flash)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)