# Grok 4.6 vs Ling 3.0 Flash Fin

> Side-by-side benchmark comparison for Grok 4.6 and Ling 3.0 Flash Fin across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/grok-4-6-vs-ling-3-0-flash-fin
- Last updated: October 13, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Grok 4.6 and Ling 3.0 Flash Fin share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Ling 3.0 Flash Fin has the lower published output-token price.
- Grok 4.6 has the larger published context window at 500K.

## Model Snapshot

| Property | Grok 4.6 | Ling 3.0 Flash Fin |
|----------|----------|----------|
| Creator | xAI | InclusionAI |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 500K | 262K |
| Independent public score (not head-to-head) | 66.8 | null |
| Benchmarks Covered | 22 | 3 |
| Pricing (input/output) | $2.00 / $6.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Grok 4.6 public-lane score: 68.3 (Supported · #10/123)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Grok 4.6 | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 3.0 | 26.5% | Coming soon | Coming soon |
| APEX-Agents | 57.5% | 29.2% | Grok 4.6 |
| Terminal-Bench 2.1 (Vals) | 78.3% | Coming soon | Coming soon |
| ApprenticeBench | 13% | Coming soon | Coming soon |
| CWE-bench v1 | 57.0% | Coming soon | Coming soon |
| Finance Agent v2 | Coming soon | 59.8% | Coming soon |
| SpreadsheetBench 2 | Coming soon | 21.8% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Grok 4.6 public-lane score: 58.8 (Supported · #23/148)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Grok 4.6 | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| Bug Hunt Bench | 27.0 fixes | Coming soon | Coming soon |
| DeepSWE | 65.9% | Coming soon | Coming soon |
| CursorBench 3.2 | 70.8% | Coming soon | Coming soon |
| FrontierCode 1.1 Extended | 61.3% | Coming soon | Coming soon |
| VulcanBench v3 | 87.0% | Coming soon | Coming soon |
| FrontierSWE v2 | 25.3% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 88.2% | Coming soon | Coming soon |
| SWE-bench (Vals) | 95.6% | Coming soon | Coming soon |
| CursorBench 4.0 | 41.4% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Grok 4.6 public-lane score: 61.4 (#26/29)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Grok 4.6 | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-1 | 87.00% | Coming soon | Coming soon |
| ARC-AGI-2 | 67.1% | Coming soon | Coming soon |
| ARC-AGI-3 | 2.1% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Grok 4.6 public-lane score: 68.7 (Supported · #18/180)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Grok 4.6 | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 94.7% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 89.4% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Grok 4.6 public-lane score: Coming soon
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Grok 4.6 | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| Gray Swan IPI (15 attempts) | 51.8% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Grok 4.6 public-lane score: 70.1 (Unranked · 2 rankable rows)
- Ling 3.0 Flash Fin public-lane score: Coming soon

| Benchmark | Grok 4.6 | Ling 3.0 Flash Fin | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 65.965% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 31.707% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Grok 4.6 and Ling 3.0 Flash Fin?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Grok 4.6 vs Ling 3.0 Flash VL](/compare/grok-4-6-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)
- [Grok 4.6 vs Ling 3.0 Flash](/compare/grok-4-6-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

- [Grok 4.6 profile](/models/grok-4-6)
- [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)