# Hy4 vs MiMo-V2.6-Pro

> Side-by-side benchmark comparison for Hy4 and MiMo-V2.6-Pro across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/hy4-vs-mimo-v2-6-pro
- Last updated: November 4, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

MiMo-V2.6-Pro leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- MiMo-V2.6-Pro has the higher overall point estimate 56.44 to 0. Conditional score ranges do not establish rank confidence.
- The biggest single benchmark swing is Terminal-Bench 4.0 in Agentic, with scores of 44.40% and 34.90%.
- MiMo-V2.6-Pro is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.

## Model Snapshot

| Property | Hy4 | MiMo-V2.6-Pro |
|----------|----------|----------|
| Creator | Tencent | Xiaomi |
| Type | Pending | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | null | 56.44 |
| Benchmarks Covered | 15 | 14 |
| Pricing (input/output) | $0.834 / $2.501 | $0.435 / $0.87 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Hy4 public-lane score: Coming soon
- MiMo-V2.6-Pro public-lane score: 56.1 (Estimated · #40/135)

| Benchmark | Hy4 | MiMo-V2.6-Pro | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 4.0 | 44.40% | 34.90% | Hy4 |
| Terminal-Bench-Science 0.1 | 19.8% | Coming soon | Coming soon |
| HLE w/ tools | 59.1% | Coming soon | Coming soon |
| Agents' Last Exam | 41.0% | 31.6% | Hy4 |
| APEX-Agents | 75.2% | Coming soon | Coming soon |
| AutomationBench | 56.2% | 53.1% | Hy4 |
| OSWorld 2.1 | 78.9% | Coming soon | Coming soon |
| Toolathlon-Verified | Coming soon | 76.9% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 89.9% | Coming soon |
| OSWorld-Verified | Coming soon | 82% | Coming soon |
| JobBench | Coming soon | 62.0% | Coming soon |
| CyberGym | Coming soon | 94.0% | Coming soon |
| ExploitGym | Coming soon | 17.8% | Coming soon |

### Coding

- Winner: Not comparable
- Hy4 public-lane score: Coming soon
- MiMo-V2.6-Pro public-lane score: 56.9 (Supported · #25/156)

| Benchmark | Hy4 | MiMo-V2.6-Pro | Winner |
|-----------|-----------|-----------|--------|
| DeepSWE | 74.9% | 71.9% | Hy4 |
| sweMarathon | 43.8% | Coming soon | Coming soon |
| ProgramBench | 30.0% | 26.5% | Hy4 |
| FrontierCode 2.0 | 31.0% | Coming soon | Coming soon |
| PostTrainBench v1.2 | 35.2% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 89.9% | Coming soon |
| Bug Hunt Bench | Coming soon | 22.7 fixes | Coming soon |

### Reasoning

- Winner: Not comparable
- Hy4 public-lane score: Coming soon
- MiMo-V2.6-Pro public-lane score: 82.5 (Unranked · 2 rankable rows)

| Benchmark | Hy4 | MiMo-V2.6-Pro | Winner |
|-----------|-----------|-----------|--------|
| STEMBench | Coming soon | 2.17 | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Hy4 public-lane score: Coming soon
- MiMo-V2.6-Pro public-lane score: Coming soon

| Benchmark | Hy4 | MiMo-V2.6-Pro | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 78.6% | Coming soon | Coming soon |
| ZeroBench w/ Python | 55.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- Hy4 public-lane score: Coming soon
- MiMo-V2.6-Pro public-lane score: 61.4 (Supported · #44/179)

| Benchmark | Hy4 | MiMo-V2.6-Pro | Winner |
|-----------|-----------|-----------|--------|
| HLE | 59.1% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Hy4 or MiMo-V2.6-Pro?

MiMo-V2.6-Pro has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### How many benchmarks does Hy4 cover on BenchLM?

Hy4 currently has 15 sourced benchmark scores on BenchLM.

### How many benchmarks does MiMo-V2.6-Pro cover on BenchLM?

MiMo-V2.6-Pro currently has 14 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Hy4 vs Hy4 preview](/compare/hy4-vs-hy4-preview)
- [MiMo-V2.6-Pro vs Hy4 preview](/compare/hy4-preview-vs-mimo-v2-6-pro)
- [Hy4 vs MiMo-V2.6-Flash](/compare/hy4-vs-mimo-v2-6-flash)
- [MiMo-V2.6-Pro vs MiMo-V2.6-Flash](/compare/mimo-v2-6-flash-vs-mimo-v2-6-pro)

## Explore More

- [Hy4 profile](/models/hy4)
- [MiMo-V2.6-Pro profile](/models/mimo-v2-6-pro)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)