# Ling 3.0 Flash vs MiMo-V2.5

> Side-by-side benchmark comparison for Ling 3.0 Flash and MiMo-V2.5 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ling-3-0-flash-vs-mimo-v2-5
- Last updated: September 4, 2026

- Shared sourced benchmarks: 6
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick MiMo-V2.5 if you want the stronger benchmark profile. Ling 3.0 Flash only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- MiMo-V2.5 leads overall 60.72 to 52.2.
- The clearest category separation is in coding, where the averages are 42.8 for Ling 3.0 Flash and 54.8 for MiMo-V2.5.
- The biggest single benchmark swing is Terminal-Bench 2.1 (Vals) in Agentic, with scores of 50.2% and 60.7%.
- MiMo-V2.5 also has the larger context window at 1M.

## Model Snapshot

| Property | Ling 3.0 Flash | MiMo-V2.5 |
|----------|----------|----------|
| Creator | InclusionAI | Xiaomi |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 1M |
| Overall Score | 52.2 | 60.72 |
| Benchmarks Covered | 22 | 15 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 40 (Supported · #121/151)
- MiMo-V2.5 public-lane score: 51.1 (Estimated · #58/151)

| Benchmark | Ling 3.0 Flash | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| MCP Atlas | 65.5% | Coming soon | Coming soon |
| skillsBench | 44.8% | Coming soon | Coming soon |
| BFCL v4 | 73.0% | Coming soon | Coming soon |
| WideResearch | 73.6% | Coming soon | Coming soon |
| BrowseComp | 72.2% | Coming soon | Coming soon |
| DRACO | 70.4% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 50.2% | 60.7% | MiMo-V2.5 |
| Claw-Eval | Coming soon | 62.3% | Coming soon |
| MM-ClawBench | Coming soon | 23.8% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 65.8% | Coming soon |
| Gert Labs | Coming soon | 46.89% | Coming soon |
| ResearchClawBench | Coming soon | 16.9% | Coming soon |

### Coding

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 42.8 (Estimated · #126/183)
- MiMo-V2.5 public-lane score: 54.8 (Estimated · #45/183)

| Benchmark | Ling 3.0 Flash | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Pro | 56.6% | 56.1% | Ling 3.0 Flash |
| SWE Multilingual | 72.4% | Coming soon | Coming soon |
| LiveCodeBench v5 | 82.8% | Coming soon | Coming soon |
| SciCode | 41.2% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 84.0% | 81.5% | Ling 3.0 Flash |
| SWE-bench (Vals) | 65.2% | 71.0% | MiMo-V2.5 |
| Terminal-Bench 2.0 | Coming soon | 65.8% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: Coming soon
- MiMo-V2.5 public-lane score: 59.2 (#29/48)

| Benchmark | Ling 3.0 Flash | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| Video-MME (with subtitle) | Coming soon | 87.7% | Coming soon |
| CharXiv | Coming soon | 81% | Coming soon |
| MMMU-Pro | Coming soon | 77.9% | Coming soon |

### Reasoning

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 69.2 (Unranked · 2 rankable rows)
- MiMo-V2.5 public-lane score: Coming soon

### Knowledge

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 45.9 (Supported · #112/181)
- MiMo-V2.5 public-lane score: 53.9 (Estimated · #64/181)

| Benchmark | Ling 3.0 Flash | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 85.0% | Coming soon | Coming soon |
| GPQA-D | 85.0% | Coming soon | Coming soon |
| HLE | 22.7% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 84.8% | 81.6% | Ling 3.0 Flash |
| MMLU-Pro (Vals) | 82.0% | 82.9% | MiMo-V2.5 |

### Instruction Following

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 75.6 (#58/120)
- MiMo-V2.5 public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 74.5% | Coming soon | Coming soon |

### Mathematics

- Winner: Coming soon
- Ling 3.0 Flash public-lane score: 73.7 (Unranked · 3 rankable rows)
- MiMo-V2.5 public-lane score: Coming soon

| Benchmark | Ling 3.0 Flash | MiMo-V2.5 | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 93.2% | Coming soon | Coming soon |
| HMMT Feb 2026 | 87.0% | Coming soon | Coming soon |
| IMOAnswerBench | 83.7% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Ling 3.0 Flash or MiMo-V2.5?

MiMo-V2.5 is ahead overall on BenchLM right now.

### Where is the biggest gap between Ling 3.0 Flash and MiMo-V2.5?

The widest category gap is in coding, where the averages are 42.8 for Ling 3.0 Flash and 54.8 for MiMo-V2.5.

### How many benchmarks does Ling 3.0 Flash cover on BenchLM?

Ling 3.0 Flash currently has 22 sourced benchmark scores on BenchLM.

### How many benchmarks does MiMo-V2.5 cover on BenchLM?

MiMo-V2.5 currently has 15 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Ling 3.0 Flash vs Ling 3.0 Flash FP8](/compare/ling-3-0-flash-vs-ling-3-0-flash-fp8)
- [MiMo-V2.5 vs Ling 3.0 Flash FP8](/compare/ling-3-0-flash-fp8-vs-mimo-v2-5)
- [Ling 3.0 Flash vs Ling 3.0 Flash Fin](/compare/ling-3-0-flash-vs-ling-3-0-flash-fin)
- [MiMo-V2.5 vs Ling 3.0 Flash Fin](/compare/ling-3-0-flash-fin-vs-mimo-v2-5)

## Explore More

- [Ling 3.0 Flash profile](/models/ling-3-0-flash)
- [MiMo-V2.5 profile](/models/mimo-v2-5)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)