# Interfaze Beta vs Ling 3.0 Flash Fin

> Side-by-side benchmark comparison for Interfaze Beta and Ling 3.0 Flash Fin across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/interfaze-beta-vs-ling-3-0-flash-fin
- Last updated: October 13, 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 Interfaze Beta and Ling 3.0 Flash Fin.

## Summary

- Interfaze Beta and Ling 3.0 Flash Fin 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 | Interfaze Beta | Ling 3.0 Flash Fin |
|----------|----------|----------|
| Creator | Interfaze | InclusionAI |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 262K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 9 | 3 |
| Pricing (input/output) | $1.50 / $3.50 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Interfaze Beta public-lane score: Coming soon
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Interfaze Beta | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| Finance Agent v2 | Coming soon | 59.8% | Coming soon |
| APEX-Agents | Coming soon | 29.2% | Coming soon |
| SpreadsheetBench 2 | Coming soon | 21.8% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Interfaze Beta public-lane score: Coming soon
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Interfaze Beta | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| Spider 2.0-Lite | 52.9% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Interfaze Beta public-lane score: 63.1 (Unranked · 5 rankable rows)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Interfaze Beta | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| OCRBench V2 | 70.7% | Coming soon | Coming soon |
| olmOCR | 85.7% | Coming soon | Coming soon |
| RefCOCO (avg) | 82.1% | Coming soon | Coming soon |
| MMMU-Pro | 71.1% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Interfaze Beta public-lane score: Coming soon
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Interfaze Beta | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 89.9% | Coming soon | Coming soon |
| GPQA-D | 89.9% | Coming soon | Coming soon |
| MMMLU | 90.9% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Interfaze Beta public-lane score: Coming soon
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Interfaze Beta | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| SOB Value Acc | 79.5% | Coming soon | Coming soon |

## FAQ

### Can I compare Interfaze Beta and Ling 3.0 Flash Fin 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

- [Interfaze Beta vs Ling 3.0 Flash VL](/compare/interfaze-beta-vs-ling-3-0-flash-vl)
- [Ling 3.0 Flash Fin vs Ling 3.0 Flash VL](/compare/ling-3-0-flash-fin-vs-ling-3-0-flash-vl)
- [Interfaze Beta vs Ling 3.0 Flash](/compare/interfaze-beta-vs-ling-3-0-flash)
- [Ling 3.0 Flash Fin vs Ling 3.0 Flash](/compare/ling-3-0-flash-vs-ling-3-0-flash-fin)

## Explore More

- [Interfaze Beta profile](/models/interfaze-beta)
- [Ling 3.0 Flash Fin profile](/models/ling-3-0-flash-fin)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)