# Claude 3.7 Sonnet vs LFM2.5-24B-A2B

> Side-by-side benchmark comparison for Claude 3.7 Sonnet and LFM2.5-24B-A2B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/claude-3-7-sonnet-vs-lfm2-5-24b-a2b
- Last updated: October 14, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Claude 3.7 Sonnet leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Claude 3.7 Sonnet has the higher overall point estimate 57 to 38.05. Conditional score ranges do not establish rank confidence.
- The biggest single benchmark swing is MATH-500 in Mathematics, with scores of 82.2% and 96.0%.
- Claude 3.7 Sonnet also has the larger context window at 200K.

## Model Snapshot

| Property | Claude 3.7 Sonnet | LFM2.5-24B-A2B |
|----------|----------|----------|
| Creator | Anthropic | LiquidAI |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 200K | 131K |
| Overall Score | null | 38.05 |
| Benchmarks Covered | 7 | 13 |
| Pricing (input/output) | N/A | $0.10 / $1.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Claude 3.7 Sonnet public-lane score: Coming soon
- LFM2.5-24B-A2B public-lane score: 31.5 (Estimated · #88/124)

| Benchmark | Claude 3.7 Sonnet | LFM2.5-24B-A2B | Winner |
|-----------|-----------|-----------|--------|
| AutomationBench | Coming soon | 27.7% | Coming soon |
| BFCL v4 | Coming soon | 65.0% | Coming soon |
| τ³-bench results | Coming soon | 8.0% | Coming soon |
| PinchBench | Coming soon | 83.2% | Coming soon |
| WebArena-Verified | Coming soon | 26.8% | Coming soon |

### Coding

- Winner: Not comparable
- Claude 3.7 Sonnet public-lane score: Coming soon
- LFM2.5-24B-A2B public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet | LFM2.5-24B-A2B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 62.3% | 51% | Claude 3.7 Sonnet |
| SciCode | Coming soon | 32.7% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Claude 3.7 Sonnet public-lane score: Coming soon
- LFM2.5-24B-A2B public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet | LFM2.5-24B-A2B | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 71.8% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- Claude 3.7 Sonnet public-lane score: Coming soon
- LFM2.5-24B-A2B public-lane score: 40.7 (Estimated · #113/181)

| Benchmark | Claude 3.7 Sonnet | LFM2.5-24B-A2B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 68% | 74.4% | LFM2.5-24B-A2B |
| MMMLU | 83.2% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 74.4% | Coming soon |
| HLE | Coming soon | 7.4% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Claude 3.7 Sonnet public-lane score: Coming soon
- LFM2.5-24B-A2B public-lane score: 75.6 (#61/128)

| Benchmark | Claude 3.7 Sonnet | LFM2.5-24B-A2B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 90.8% | 96.8% | LFM2.5-24B-A2B |
| IFBench | Coming soon | 74.7% | Coming soon |

### Mathematics

- Winner: Not comparable
- Claude 3.7 Sonnet public-lane score: Coming soon
- LFM2.5-24B-A2B public-lane score: Coming soon

| Benchmark | Claude 3.7 Sonnet | LFM2.5-24B-A2B | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 82.2% | 96.0% | LFM2.5-24B-A2B |
| AIME 2024 | 23.3% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Claude 3.7 Sonnet or LFM2.5-24B-A2B?

Claude 3.7 Sonnet has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### How many benchmarks does Claude 3.7 Sonnet cover on BenchLM?

Claude 3.7 Sonnet currently has 7 sourced benchmark scores on BenchLM.

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

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

## Related Comparisons

- [Claude 3.7 Sonnet vs Claude 3.7 Sonnet Thinking](/compare/claude-3-7-sonnet-vs-claude-3-7-sonnet-thinking)
- [LFM2.5-24B-A2B vs Claude 3.7 Sonnet Thinking](/compare/claude-3-7-sonnet-thinking-vs-lfm2-5-24b-a2b)
- [Claude 3.7 Sonnet vs Claude Opus 5.5](/compare/claude-3-7-sonnet-vs-claude-opus-5-5)
- [LFM2.5-24B-A2B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-lfm2-5-24b-a2b)

## Explore More

- [Claude 3.7 Sonnet profile](/models/claude-3-7-sonnet)
- [LFM2.5-24B-A2B profile](/models/lfm2-5-24b-a2b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)