# Kimi K2.5 (Reasoning) vs LFM2.5-VL-1.6B-Extract

> Side-by-side benchmark comparison for Kimi K2.5 (Reasoning) and LFM2.5-VL-1.6B-Extract across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/kimi-k2-5-reasoning-vs-lfm2-5-vl-1-6b-extract
- Last updated: September 4, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Kimi K2.5 (Reasoning) and LFM2.5-VL-1.6B-Extract.

## Summary

- Kimi K2.5 (Reasoning) and LFM2.5-VL-1.6B-Extract do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Kimi K2.5 (Reasoning) | LFM2.5-VL-1.6B-Extract |
|----------|----------|----------|
| Creator | Moonshot AI | LiquidAI |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | 128K |
| Independent public score (not head-to-head) | 58.74 | null |
| Benchmarks Covered | 9 | 3 |
| Pricing (input/output) | $0.60 / $3.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Kimi K2.5 (Reasoning) public-lane score: 49.9 (Estimated · #67/151)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

| Benchmark | Kimi K2.5 (Reasoning) | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 50.8% | Coming soon | Coming soon |
| BrowseComp | 60.6% | Coming soon | Coming soon |
| Gert Labs | 32.58% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Kimi K2.5 (Reasoning) public-lane score: 52.9 (Estimated · #52/183)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

| Benchmark | Kimi K2.5 (Reasoning) | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 76.8% | Coming soon | Coming soon |
| Vibe Code Bench | 17.54% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Kimi K2.5 (Reasoning) public-lane score: 63.2 (Unranked · 1 rankable row)
- LFM2.5-VL-1.6B-Extract public-lane score: 0 (#48/48)

| Benchmark | Kimi K2.5 (Reasoning) | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 78.5% | Coming soon | Coming soon |
| Liquid Extract JSON Validity | Coming soon | 99.6% | Coming soon |
| Liquid Extract F1 | Coming soon | 99.6% | Coming soon |
| Liquid Extract VLM Judge | Coming soon | 90.6% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Kimi K2.5 (Reasoning) public-lane score: 52.4 (Estimated · #78/181)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

| Benchmark | Kimi K2.5 (Reasoning) | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 87.6% | Coming soon | Coming soon |
| MMLU-Pro | 87.1% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Kimi K2.5 (Reasoning) public-lane score: Coming soon
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

| Benchmark | Kimi K2.5 (Reasoning) | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 96.1% | Coming soon | Coming soon |

## FAQ

### Can I compare Kimi K2.5 (Reasoning) and LFM2.5-VL-1.6B-Extract on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Kimi K2.5 (Reasoning) vs Kimi K2.5](/compare/kimi-k2-5-vs-kimi-k2-5-reasoning)
- [LFM2.5-VL-1.6B-Extract vs Kimi K2.5](/compare/kimi-k2-5-vs-lfm2-5-vl-1-6b-extract)
- [Kimi K2.5 (Reasoning) vs LFM2.5-VL-450M-Extract](/compare/kimi-k2-5-reasoning-vs-lfm2-5-vl-450m-extract)
- [LFM2.5-VL-1.6B-Extract vs LFM2.5-VL-450M-Extract](/compare/lfm2-5-vl-1-6b-extract-vs-lfm2-5-vl-450m-extract)

## Explore More

- [Kimi K2.5 (Reasoning) profile](/models/kimi-k2-5-reasoning)
- [LFM2.5-VL-1.6B-Extract profile](/models/lfm2-5-vl-1-6b-extract)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)