# Agents-A1-F16-GGUF vs LFM3-VL-2B

> Side-by-side benchmark comparison for Agents-A1-F16-GGUF and LFM3-VL-2B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/agents-a1-f16-gguf-vs-lfm3-vl-2b
- Last updated: October 27, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Agents-A1-F16-GGUF and LFM3-VL-2B.

## Summary

- Agents-A1-F16-GGUF and LFM3-VL-2B 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 | Agents-A1-F16-GGUF | LFM3-VL-2B |
|----------|----------|----------|
| Creator | InternScience | LiquidAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 128K |
| Independent public score (not head-to-head) | 55.79 | null |
| Benchmarks Covered | 0 | 20 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Agents-A1-F16-GGUF public-lane score: 49.7 (Estimated · #54/134)
- LFM3-VL-2B public-lane score: Coming soon

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Agents-A1-F16-GGUF public-lane score: Coming soon
- LFM3-VL-2B public-lane score: 19.6 (Unranked · 19 rankable rows)

| Benchmark | Agents-A1-F16-GGUF | LFM3-VL-2B | Winner |
|-----------|-----------|-----------|--------|
| RealWorldQA | Coming soon | 79.3% | Coming soon |
| SimpleVQA | Coming soon | 36.3% | Coming soon |
| CountBench | Coming soon | 93.0% | Coming soon |
| MMMU | Coming soon | 55.7% | Coming soon |
| MMMU-Pro | Coming soon | 45.7% | Coming soon |
| OCRBench V2 | Coming soon | 63.5% | Coming soon |
| RefCOCO (avg) | Coming soon | 90.5% | Coming soon |
| V* | Coming soon | 86.4% | Coming soon |
| CharXiv w/o tools | Coming soon | 70.2% | Coming soon |
| MathVision | Coming soon | 51.6% | Coming soon |
| DynaMath | Coming soon | 79.2% | Coming soon |
| We-Math | Coming soon | 68.6% | Coming soon |
| ERQA | Coming soon | 48.2% | Coming soon |
| ScreenSpot Pro | Coming soon | 55.5% | Coming soon |
| LVBench | Coming soon | 41.2% | Coming soon |
| MLVU (M-Avg) | Coming soon | 71.3% | Coming soon |
| MMVU | Coming soon | 52.9% | Coming soon |
| Video-MME (w/o subtitle) | Coming soon | 62.8% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 69.0% | Coming soon |
| VideoMMMU | Coming soon | 49.6% | Coming soon |

## FAQ

### Can I compare Agents-A1-F16-GGUF and LFM3-VL-2B 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

- [Agents-A1-F16-GGUF vs Agents-A1](/compare/agents-a1-vs-agents-a1-f16-gguf)
- [LFM3-VL-2B vs Agents-A1](/compare/agents-a1-vs-lfm3-vl-2b)
- [Agents-A1-F16-GGUF vs Agents-A1-FP8](/compare/agents-a1-f16-gguf-vs-agents-a1-fp8)
- [LFM3-VL-2B vs Agents-A1-FP8](/compare/agents-a1-fp8-vs-lfm3-vl-2b)

## Explore More

- [Agents-A1-F16-GGUF profile](/models/agents-a1-f16-gguf)
- [LFM3-VL-2B profile](/models/lfm3-vl-2b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)