# LFM2.5-24B-A2B vs Qwen3.7 Plus

> Side-by-side benchmark comparison for LFM2.5-24B-A2B and Qwen3.7 Plus across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-24b-a2b-vs-qwen3-7-plus
- Last updated: October 13, 2026

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

## Quick Verdict

Qwen3.7 Plus leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Qwen3.7 Plus has the higher overall point estimate 53.42 to 37.8. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in instruction following, where the averages are 75.6 for LFM2.5-24B-A2B and 92.8 for Qwen3.7 Plus.
- The biggest single benchmark swing is HLE in Knowledge, with scores of 7.4% and 34.7%.
- Qwen3.7 Plus also has the larger context window at 1M.

## Model Snapshot

| Property | LFM2.5-24B-A2B | Qwen3.7 Plus |
|----------|----------|----------|
| Creator | LiquidAI | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 131K | 1M |
| Overall Score | 37.8 | 53.42 |
| Benchmarks Covered | 13 | 53 |
| Pricing (input/output) | $0.10 / $1.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Directional only
- LFM2.5-24B-A2B public-lane score: 30.2 (Estimated · #88/124)
- Qwen3.7 Plus public-lane score: 35.3 (Supported · #75/124)

| Benchmark | LFM2.5-24B-A2B | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| AutomationBench | 27.7% | Coming soon | Coming soon |
| BFCL v4 | 65.0% | 72.9% | Qwen3.7 Plus |
| τ³-bench results | 8.0% | Coming soon | Coming soon |
| PinchBench | 83.2% | Coming soon | Coming soon |
| WebArena-Verified | 26.8% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 70.3% | Coming soon |
| QwenClawBench | Coming soon | 61.8% | Coming soon |
| Claw-Eval | Coming soon | 62.7% | Coming soon |
| MCP Atlas | Coming soon | 73.2% | Coming soon |
| VITA-Bench | Coming soon | 45.6% | Coming soon |
| DeepPlanning | Coming soon | 62.3% | Coming soon |
| OSWorld-Verified | Coming soon | 73.3% | Coming soon |
| AndroidWorld | Coming soon | 81.0% | Coming soon |
| OSWorld 2.0 | Coming soon | 2.8% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 52.8% | Coming soon |

### Coding

- Winner: Directional only
- LFM2.5-24B-A2B public-lane score: 28.5 (Estimated · #98/149)
- Qwen3.7 Plus public-lane score: 40.6 (Estimated · #63/149)

| Benchmark | LFM2.5-24B-A2B | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| SciCode | 32.7% | 51.3% | Qwen3.7 Plus |
| SWE-bench Verified | 51% | 77.7% | Qwen3.7 Plus |
| Terminal-Bench 2.0 | Coming soon | 70.3% | Coming soon |
| SWE-bench Pro | Coming soon | 57.6% | Coming soon |
| SWE Multilingual | Coming soon | 75.8% | Coming soon |
| NL2Repo | Coming soon | 41.1% | Coming soon |
| LiveCodeBench v6 | Coming soon | 89.6% | Coming soon |

### Reasoning

- Winner: Not comparable
- LFM2.5-24B-A2B public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 80.9 (Unranked · 3 rankable rows)

| Benchmark | LFM2.5-24B-A2B | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| CritPt | Coming soon | 9.1% | Coming soon |
| MRCRv2 | Coming soon | 91.7% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- LFM2.5-24B-A2B public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 82 (#16/54)

| Benchmark | LFM2.5-24B-A2B | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | Coming soon | 79% | Coming soon |
| MathVision | Coming soon | 90.3% | Coming soon |
| CharXiv | Coming soon | 85.9% | Coming soon |
| ERQA | Coming soon | 69.8% | Coming soon |
| MedXpertQA (MM) | Coming soon | 71.0% | Coming soon |
| ScreenSpot Pro | Coming soon | 79.0% | Coming soon |
| SimpleVQA | Coming soon | 81.7% | Coming soon |
| MMSearch-Plus | Coming soon | 41.4% | Coming soon |
| RealWorldQA | Coming soon | 86.9% | Coming soon |
| OmniDocBench 1.5 | Coming soon | 91.4% | Coming soon |
| OCRBench V2 | Coming soon | 70.7% | Coming soon |
| ODINW13 | Coming soon | 51.1% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 88.0% | Coming soon |
| VideoMMMU | Coming soon | 85.4% | Coming soon |
| MLVU (M-Avg) | Coming soon | 87.4% | Coming soon |

### Knowledge

- Winner: Directional only
- LFM2.5-24B-A2B public-lane score: 40.8 (Estimated · #112/181)
- Qwen3.7 Plus public-lane score: 53.6 (Estimated · #65/181)

| Benchmark | LFM2.5-24B-A2B | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 74.4% | 90.3% | Qwen3.7 Plus |
| GPQA-D | 74.4% | 90.3% | Qwen3.7 Plus |
| HLE | 7.4% | 34.7% | Qwen3.7 Plus |
| MMLU-Pro | Coming soon | 88.5% | Coming soon |
| MMLU-Redux | Coming soon | 94.5% | Coming soon |
| SuperGPQA | Coming soon | 71.4% | Coming soon |
| MMMLU | Coming soon | 89.0% | Coming soon |

### Multilingual

- Winner: Not comparable
- LFM2.5-24B-A2B public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 95.7 (#3/17)

| Benchmark | LFM2.5-24B-A2B | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 85.4% | Coming soon |
| NOVA-63 | Coming soon | 58.8% | Coming soon |
| INCLUDE | Coming soon | 83.0% | Coming soon |
| MAXIFE | Coming soon | 88.8% | Coming soon |
| PolyMath | Coming soon | 84.0% | Coming soon |

### Instruction Following

- Winner: Qwen3.7 Plus
- LFM2.5-24B-A2B public-lane score: 75.6 (#61/128)
- Qwen3.7 Plus public-lane score: 92.8 (#17/128)

| Benchmark | LFM2.5-24B-A2B | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 96.8% | 94.6% | LFM2.5-24B-A2B |
| IFBench | 74.7% | 79.1% | Qwen3.7 Plus |

### Mathematics

- Winner: Not comparable
- LFM2.5-24B-A2B public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 64.3 (Unranked · 4 rankable rows)

| Benchmark | LFM2.5-24B-A2B | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 96.0% | Coming soon | Coming soon |
| HMMT Feb 2026 | Coming soon | 92.9% | Coming soon |
| IMOAnswerBench | Coming soon | 86.0% | Coming soon |
| Apex | Coming soon | 22.7% | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 34.386% | Coming soon |

## FAQ

### Which is better overall, LFM2.5-24B-A2B or Qwen3.7 Plus?

Qwen3.7 Plus has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between LFM2.5-24B-A2B and Qwen3.7 Plus?

The widest category gap is in instruction following, where the averages are 75.6 for LFM2.5-24B-A2B and 92.8 for Qwen3.7 Plus.

### How many benchmarks does LFM2.5-24B-A2B cover on BenchLM?

LFM2.5-24B-A2B currently has 13 sourced benchmark scores on BenchLM.

### How many benchmarks does Qwen3.7 Plus cover on BenchLM?

Qwen3.7 Plus currently has 53 sourced benchmark scores on BenchLM.

## Related Comparisons

- [LFM2.5-24B-A2B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-lfm2-5-24b-a2b)
- [Qwen3.7 Plus vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-7-plus)
- [LFM2.5-24B-A2B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-lfm2-5-24b-a2b)
- [Qwen3.7 Plus vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-qwen3-7-plus)

## Explore More

- [LFM2.5-24B-A2B profile](/models/lfm2-5-24b-a2b)
- [Qwen3.7 Plus profile](/models/qwen3-7-plus)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)